U. Rajendra Acharya
Orcid: 0000-0003-2689-8552
According to our database1,
U. Rajendra Acharya
authored at least 598 papers
between 1997 and 2025.
Collaborative distances:
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on orcid.org
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Bibliography
2025
Artificial intelligence-based suicide prevention and prediction: A systematic review (2019-2023).
Inf. Fusion, 2025
2024
Appl. Soft Comput., December, 2024
Automated asthma detection in a 1326-subject cohort using a one-dimensional attractive-and-repulsive center-symmetric local binary pattern technique with cough sounds.
Neural Comput. Appl., September, 2024
MNPDenseNet: Automated Monkeypox Detection Using Multiple Nested Patch Division and Pretrained DenseNet201.
Multim. Tools Appl., September, 2024
Resource allocation problem and artificial intelligence: the state-of-the-art review (2009-2023) and open research challenges.
Multim. Tools Appl., August, 2024
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020).
Ann. Oper. Res., August, 2024
A Hybrid Deep Spatiotemporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals.
Int. J. Imaging Syst. Technol., July, 2024
Multim. Tools Appl., May, 2024
Multim. Tools Appl., May, 2024
An expert system for automated classification of phases in cyclic alternating patterns of sleep using optimal wavelet-based entropy features.
Expert Syst. J. Knowl. Eng., May, 2024
Automated schizophrenia detection model using blood sample scattergram images and local binary pattern.
Multim. Tools Appl., April, 2024
Automated stenosis classification on invasive coronary angiography using modified dual cross pattern with iterative feature selection.
Multim. Tools Appl., April, 2024
ExDarkLBP: a hybrid deep feature generation-based genetic malformation detection using facial images.
Multim. Tools Appl., April, 2024
Multi-modality approaches for medical support systems: A systematic review of the last decade.
Inf. Fusion, March, 2024
Efficient reinforcement learning-based method for plagiarism detection boosted by a population-based algorithm for pretraining weights.
Expert Syst. Appl., March, 2024
An automated earthquake classification model based on a new butterfly pattern using seismic signals.
Expert Syst. Appl., March, 2024
Semi-supervised generative adversarial networks for improved colorectal polyp classification using histopathological images.
Inf. Sci., February, 2024
Emotion recognition and artificial intelligence: A systematic review (2014-2023) and research recommendations.
Inf. Fusion, February, 2024
Transfer-transfer model with MSNet: An automated accurate multiple sclerosis and myelitis detection system.
Expert Syst. Appl., February, 2024
J. Ambient Intell. Humaniz. Comput., January, 2024
Int. J. Imaging Syst. Technol., January, 2024
GCLP: An automated asthma detection model based on global chaotic logistic pattern using cough sounds.
Eng. Appl. Artif. Intell., January, 2024
Deep learning techniques in PET/CT imaging: A comprehensive review from sinogram to image space.
Comput. Methods Programs Biomed., January, 2024
Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection.
Appl. Soft Comput., January, 2024
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023.
Appl. Intell., January, 2024
Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013-2023).
WIREs Data. Mining. Knowl. Discov., 2024
Artificial intelligence in assessing cardiovascular diseases and risk factors via retinal fundus images: A review of the last decade.
WIREs Data. Mining. Knowl. Discov., 2024
Directed Lobish-based explainable feature engineering model with TTPat and CWINCA for EEG artifact classification.
Knowl. Based Syst., 2024
DSWIN: Automated hunger detection model based on hand-crafted decomposed shifted windows architecture using EEG signals.
Knowl. Based Syst., 2024
N-BodyPat: Investigation on the dementia and Alzheimer's disorder detection using EEG signals.
Knowl. Based Syst., 2024
Application of spatial uncertainty predictor in CNN-BiLSTM model using coronary artery disease ECG signals.
Inf. Sci., 2024
Designing interpretable ML system to enhance trust in healthcare: A systematic review to proposed responsible clinician-AI-collaboration framework.
Inf. Fusion, 2024
Automated detection and forecasting of COVID-19 using deep learning techniques: A review.
Neurocomputing, 2024
Novel tiny textural motif pattern-based RNA virus protein sequence classification model.
Expert Syst. Appl., 2024
ExHyptNet: An explainable diagnosis of hypertension using EfficientNet with PPG signals.
Expert Syst. Appl., 2024
Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques.
Expert Syst. Appl., 2024
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.
Eng. Appl. Artif. Intell., 2024
An accurate hypertension detection model based on a new odd-even pattern using ballistocardiograph signals.
Eng. Appl. Artif. Intell., 2024
CDAM-Net: Channel shuffle dual attention based multi-scale CNN for efficient glaucoma detection using fundus images.
Eng. Appl. Artif. Intell., 2024
Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review.
CoRR, 2024
Enhancing Suicide Risk Detection on Social Media through Semi-Supervised Deep Label Smoothing.
CoRR, 2024
DE-CGAN: Boosting rTMS Treatment Prediction with Diversity Enhancing Conditional Generative Adversarial Networks.
CoRR, 2024
Novel entropy difference-based EEG channel selection technique for automated detection of ADHD.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Application of artificial intelligence techniques for non-alcoholic fatty liver disease diagnosis: A systematic review (2005-2023).
Comput. Methods Programs Biomed., 2024
Early prediction of sudden cardiac death using multimodal fusion of ECG Features extracted from Hilbert-Huang and wavelet transforms with explainable vision transformer and CNN models.
Comput. Methods Programs Biomed., 2024
All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems.
Comput. Methods Programs Biomed., 2024
Comput. Methods Programs Biomed., 2024
Comput. Methods Programs Biomed., 2024
Artificial intelligence in retinal screening using OCT images: A review of the last decade (2013-2023).
Comput. Methods Programs Biomed., 2024
FLP: Factor lattice pattern-based automated detection of Parkinson's disease and specific language impairment using recorded speech.
Comput. Biol. Medicine, 2024
Automatic identification of hypertension and assessment of its secondary effects using artificial intelligence: A systematic review (2013-2023).
Comput. Biol. Medicine, 2024
Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis: A machine learning approach.
Biomed. Signal Process. Control., 2024
A lightweight deep convolutional neural network model for skin cancer image classification.
Appl. Soft Comput., 2024
A dynamic uncertainty-aware ensemble model: Application to lung cancer segmentation in digital pathology.
Appl. Soft Comput., 2024
Appl. Soft Comput., 2024
Artif. Intell. Medicine, 2024
Automated accurate insomnia detection system using wavelet scattering method using ECG signals.
Appl. Intell., 2024
Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review.
IEEE Access, 2024
Improved PSO With Visit Table and Multiple Direction Search Strategies for Skin Cancer Image Segmentation.
IEEE Access, 2024
Retinal Health Screening Using Artificial Intelligence With Digital Fundus Images: A Review of the Last Decade (2012-2023).
IEEE Access, 2024
Automated System for the Detection of Heart Anomalies Using Phonocardiograms: A Systematic Review.
IEEE Access, 2024
Directional-Guided Motion Sensitive Descriptor for Automated Detection of Hypertension Using Ultrasound Images.
IEEE Access, 2024
Developing an EEG-Based Emotion Recognition Using Ensemble Deep Learning Methods and Fusion of Brain Effective Connectivity Maps.
IEEE Access, 2024
CAROTIDNet: A Novel Carotid Symptomatic/Asymptomatic Plaque Detection System Using CNN-Based Tangent Optimization Algorithm in B-Mode Ultrasound Images.
IEEE Access, 2024
2023
PFP-HOG: Pyramid and Fixed-Size Patch-Based HOG Technique for Automated Brain Abnormality Classification with MRI.
J. Digit. Imaging, December, 2023
PS-VTS: particle swarm with visit table strategy for automated emotion recognition with EEG signals.
Health Inf. Sci. Syst., December, 2023
Identifying predictive biomarkers for repetitive transcranial magnetic stimulation response in depression patients with explainability.
Comput. Methods Programs Biomed., December, 2023
Deep learning and machine learning in psychiatry: a survey of current progress in depression detection, diagnosis and treatment.
Brain Informatics, December, 2023
J. Comput. Sci., November, 2023
Application of data fusion for automated detection of children with developmental and mental disorders: A systematic review of the last decade.
Inf. Fusion, November, 2023
Explainable attention ResNet18-based model for asthma detection using stethoscope lung sounds.
Eng. Appl. Artif. Intell., November, 2023
Automated insomnia detection using wavelet scattering network technique with single-channel EEG signals.
Eng. Appl. Artif. Intell., November, 2023
Automated detection of airflow obstructive diseases: A systematic review of the last decade (2013-2022).
Comput. Methods Programs Biomed., November, 2023
Deep neural network technique for automated detection of ADHD and CD using ECG signal.
Comput. Methods Programs Biomed., November, 2023
Neural Comput. Appl., October, 2023
NFSDense201: microstructure image classification based on non-fixed size patch division with pre-trained DenseNet201 layers.
Neural Comput. Appl., October, 2023
Adazd-Net: Automated adaptive and explainable Alzheimer's disease detection system using EEG signals.
Knowl. Based Syst., October, 2023
Automated mental arithmetic performance detection using quantum pattern- and triangle pooling techniques with EEG signals.
Expert Syst. Appl., October, 2023
Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023).
Comput. Biol. Medicine, October, 2023
Comput. Biol. Medicine, October, 2023
Explainable Risk Prediction of Post-Stroke Adverse Mental Outcomes Using Machine Learning Techniques in a Population of 1780 Patients.
Sensors, September, 2023
Application of Kronecker convolutions in deep learning technique for automated detection of kidney stones with coronal CT images.
Inf. Sci., September, 2023
Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm.
Inf. Fusion, September, 2023
Explainable automated anuran sound classification using improved one-dimensional local binary pattern and Tunable Q Wavelet Transform techniques.
Expert Syst. Appl., September, 2023
PrismPatNet: Novel prism pattern network for accurate fault classification using engine sound signals.
Expert Syst. J. Knowl. Eng., September, 2023
CAPSCNet: A novel scattering network for automated identification of phasic cyclic alternating patterns of human sleep using multivariate EEG signals.
Comput. Biol. Medicine, September, 2023
Brain tumor detection and screening using artificial intelligence techniques: Current trends and future perspectives.
Comput. Biol. Medicine, September, 2023
EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population.
Comput. Biol. Medicine, September, 2023
NRC-Net: Automated noise robust cardio net for detecting valvular cardiac diseases using optimum transformation method with heart sound signals.
Biomed. Signal Process. Control., September, 2023
LSGP-USFNet: Automated Attention Deficit Hyperactivity Disorder Detection Using Locations of Sophie Germain's Primes on Ulam's Spiral-Based Features with Electroencephalogram Signals.
Sensors, August, 2023
Automated Urine Cell Image Classification Model Using Chaotic Mixer Deep Feature Extraction.
J. Digit. Imaging, August, 2023
Epilepsy detection in 121 patient populations using hypercube pattern from EEG signals.
Inf. Fusion, August, 2023
Expert Syst. Appl., August, 2023
Application of novel DIRF feature selection algorithm for automated brain disease detection.
Biomed. Signal Process. Control., August, 2023
Biomed. Signal Process. Control., August, 2023
A novel automated robust dual-channel EEG-based sleep scoring system using optimal half-band pair linear-phase biorthogonal wavelet filter bank.
Appl. Intell., August, 2023
Automated facial expression recognition using exemplar hybrid deep feature generation technique.
Soft Comput., July, 2023
Development of Debiasing Technique for Lung Nodule Chest X-ray Datasets to Generalize Deep Learning Models.
Sensors, July, 2023
Neural Comput. Appl., July, 2023
Hybrid-Patch-Alex: A new patch division and deep feature extraction-based image classification model to detect COVID-19, heart failure, and other lung conditions using medical images.
Int. J. Imaging Syst. Technol., July, 2023
Automated Adrenal Gland Disease Classes Using Patch-Based Center Symmetric Local Binary Pattern Technique with CT Images.
J. Digit. Imaging, June, 2023
PatchResNet: Multiple Patch Division-Based Deep Feature Fusion Framework for Brain Tumor Classification Using MRI Images.
J. Digit. Imaging, June, 2023
Computerized detection of cyclic alternating patterns of sleep: A new paradigm, future scope and challenges.
Comput. Methods Programs Biomed., June, 2023
Automated diagnosis of cardiovascular diseases from cardiac magnetic resonance imaging using deep learning models: A review.
Comput. Biol. Medicine, June, 2023
SGC-ARANet: scale-wise global contextual axile reverse attention network for automatic brain tumor segmentation.
Appl. Intell., June, 2023
Multilevel hybrid accurate handcrafted model for myocardial infarction classification using ECG signals.
Int. J. Mach. Learn. Cybern., May, 2023
Diagnosis of brain diseases in fusion of neuroimaging modalities using deep learning: A review.
Inf. Fusion, May, 2023
Expert system for detection of congestive heart failure using optimal wavelet and heart rate variability signals for wireless cloud-based environment.
Expert Syst. J. Knowl. Eng., May, 2023
Automated detection and screening of depression using continuous wavelet transform with electroencephalogram signals.
Expert Syst. J. Knowl. Eng., May, 2023
ALEC: Active learning with ensemble of classifiers for clinical diagnosis of coronary artery disease.
Comput. Biol. Medicine, May, 2023
Gynecological cancer prognosis using machine learning techniques: A systematic review of the last three decades (1990-2022).
Artif. Intell. Medicine, May, 2023
Comput. Methods Programs Biomed., April, 2023
Most complicated lock pattern-based seismological signal framework for automated earthquake detection.
Int. J. Appl. Earth Obs. Geoinformation, April, 2023
Novel favipiravir pattern-based learning model for automated detection of specific language impairment disorder using vowels.
Neural Comput. Appl., March, 2023
FFCAEs: An efficient feature fusion framework using cascaded autoencoders for the identification of gliomas.
Int. J. Imaging Syst. Technol., March, 2023
Performance evaluation of 67 denoising filters in ultrasound images: A systematic comparison analysis.
Int. J. Imaging Syst. Technol., March, 2023
Eng. Appl. Artif. Intell., March, 2023
Eng. Appl. Artif. Intell., March, 2023
Automated analysis of small intestinal lamina propria to distinguish normal, Celiac Disease, and Non-Celiac Duodenitis biopsy images.
Comput. Methods Programs Biomed., March, 2023
An explainable and interpretable model for attention deficit hyperactivity disorder in children using EEG signals.
Comput. Biol. Medicine, March, 2023
Uncertainty quantification in DenseNet model using myocardial infarction ECG signals.
Comput. Methods Programs Biomed., February, 2023
Automated warfarin dose prediction for Asian, American, and Caucasian populations using a deep neural network.
Comput. Biol. Medicine, February, 2023
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges.
WIREs Data. Mining. Knowl. Discov., 2023
Hercules: Deep Hierarchical Attentive Multilevel Fusion Model With Uncertainty Quantification for Medical Image Classification.
IEEE Trans. Ind. Informatics, 2023
Automated accurate detection of depression using twin Pascal's triangles lattice pattern with EEG Signals.
Knowl. Based Syst., 2023
UncertaintyFuseNet: Robust uncertainty-aware hierarchical feature fusion model with Ensemble Monte Carlo Dropout for COVID-19 detection.
Inf. Fusion, 2023
Eng. Appl. Artif. Intell., 2023
Eng. Appl. Artif. Intell., 2023
Automated detection of Zika and dengue in Aedes aegypti using neural spiking analysis.
CoRR, 2023
Designing Interpretable ML System to Enhance Trustworthy AI in Healthcare: A Systematic Review of the Last Decade to A Proposed Robust Framework.
CoRR, 2023
Solving the multiplication problem of a large language model system using a graph-based method.
CoRR, 2023
A Hybrid Deep Spatio-Temporal Attention-Based Model for Parkinson's Disease Diagnosis Using Resting State EEG Signals.
CoRR, 2023
Full-resolution Lung Nodule Segmentation from Chest X-ray Images using Residual Encoder-Decoder Networks.
CoRR, 2023
An open-access breast lesion ultrasound image database: Applicable in artificial intelligence studies.
Comput. Biol. Medicine, 2023
Automated EEG sentence classification using novel dynamic-sized binary pattern and multilevel discrete wavelet transform techniques with TSEEG database.
Biomed. Signal Process. Control., 2023
An empirical study of preprocessing techniques with convolutional neural networks for accurate detection of chronic ocular diseases using fundus images.
Appl. Intell., 2023
Application of Artificial Intelligence Techniques for Brain-Computer Interface in Mental Fatigue Detection: A Systematic Review (2011-2022).
IEEE Access, 2023
A Hierarchical Approach for the Diagnosis of Sleep Disorders Using Convolutional Recurrent Neural Network.
IEEE Access, 2023
YOLOv5s-CAM: A Deep Learning Model for Automated Detection and Classification for Types of Intracranial Hematoma in CT Images.
IEEE Access, 2023
Automated Explainable Detection of Cyclic Alternating Pattern (CAP) Phases and Sub-Phases Using Wavelet-Based Single-Channel EEG Signals.
IEEE Access, 2023
A Data-Driven Hybrid Methodology Using Randomized Low-Rank DMD Approximation and Flat-Top FIR Filter for Voltage Fluctuations Monitoring in Grid-Connected Distributed Generation Systems.
IEEE Access, 2023
EfDenseNet: Automated Pulmonary Hypertension Detection Model Based on EfficientNetb0 and DenseNet201 Using CT Images.
IEEE Access, 2023
Application of Entropy for Automated Detection of Neurological Disorders With Electroencephalogram Signals: A Review of the Last Decade (2012-2022).
IEEE Access, 2023
A Novel Attention-Based Model for Semantic Segmentation of Prostate Glands Using Histopathological Images.
IEEE Access, 2023
Full-Resolution Lung Nodule Localization From Chest X-Ray Images Using Residual Encoder-Decoder Networks.
IEEE Access, 2023
Innovative Fibromyalgia Detection Approach Based on Quantum-Inspired 3LBP Feature Extractor Using ECG Signal.
IEEE Access, 2023
Proceedings of the Information Integration and Web Intelligence, 2023
Proceedings of the Dynamics of Information Systems - 6th International Conference, 2023
2022
MCUa: Multi-Level Context and Uncertainty Aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification.
IEEE Trans. Biomed. Eng., 2022
A Hand-Modeled Feature Extraction-Based Learning Network to Detect Grasps Using sEMG Signal.
Sensors, 2022
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images.
Pattern Recognit. Lett., 2022
Development of accurate automated language identification model using polymer pattern and tent maximum absolute pooling techniques.
Neural Comput. Appl., 2022
Development of novel automated language classification model using pyramid pattern technique with speech signals.
Neural Comput. Appl., 2022
Knowl. Based Syst., 2022
Novel Hypertrophic Cardiomyopathy Diagnosis Index Using Deep Features and Local Directional Pattern Techniques.
J. Imaging, 2022
Efficient deep neural network model for classification of grasp types using sEMG signals.
J. Ambient Intell. Humaniz. Comput., 2022
Automated Intracranial Hematoma Classification in Traumatic Brain Injury (TBI) Patients Using Meta-Heuristic Optimization Techniques.
Informatics, 2022
Role of Four-Chamber Heart Ultrasound Images in Automatic Assessment of Fetal Heart: A Systematic Understanding.
Informatics, 2022
Feature-versus deep learning-based approaches for the automated detection of brain tumor with magnetic resonance images: A comparative study.
Int. J. Imaging Syst. Technol., 2022
Automated robust human emotion classification system using hybrid EEG features with ICBrainDB dataset.
Health Inf. Sci. Syst., 2022
Expert Syst. Appl., 2022
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray images.
Expert Syst. Appl., 2022
Expert Syst. Appl., 2022
DesPatNet25: Data encryption standard cipher model for accurate automated construction site monitoring with sound signals.
Expert Syst. Appl., 2022
Fusion of B-mode and shear wave elastography ultrasound features for automated detection of axillary lymph node metastasis in breast carcinoma.
Expert Syst. J. Knowl. Eng., 2022
Decision support system for major depression detection using spectrogram and convolution neural network with EEG signals.
Expert Syst. J. Knowl. Eng., 2022
Diagnosis of Parkinson's disease from electroencephalography signals using linear and self-similarity features.
Expert Syst. J. Knowl. Eng., 2022
Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries.
Expert Syst. J. Knowl. Eng., 2022
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence.
CoRR, 2022
Classification and Self-Supervised Regression of Arrhythmic ECG Signals Using Convolutional Neural Networks.
CoRR, 2022
Automatic Autism Spectrum Disorder Detection Using Artificial Intelligence Methods with MRI Neuroimaging: A Review.
CoRR, 2022
Automatic Diagnosis of Schizophrenia and Attention Deficit Hyperactivity Disorder in rs-fMRI Modality using Convolutional Autoencoder Model and Interval Type-2 Fuzzy Regression.
CoRR, 2022
Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review.
CoRR, 2022
Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection.
CoRR, 2022
Development of a Computational Tool for the Estimation of Alveolar Bone Loss in Oral Radiographic Images.
Comput., 2022
Application of artificial intelligence in wearable devices: Opportunities and challenges.
Comput. Methods Programs Biomed., 2022
Comput. Methods Programs Biomed., 2022
Application of photoplethysmography signals for healthcare systems: An in-depth review.
Comput. Methods Programs Biomed., 2022
Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011-2022).
Comput. Methods Programs Biomed., 2022
Novel nested patch-based feature extraction model for automated Parkinson's Disease symptom classification using MRI images.
Comput. Methods Programs Biomed., 2022
Comput. Methods Programs Biomed., 2022
Attention-based 3D CNN with residual connections for efficient ECG-based COVID-19 detection.
Comput. Biol. Medicine, 2022
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works.
Comput. Biol. Medicine, 2022
Automated detection of obstructive sleep apnea in more than 8000 subjects using frequency optimized orthogonal wavelet filter bank with respiratory and oximetry signals.
Comput. Biol. Medicine, 2022
Automated identification of sleep disorders using wavelet-based features extracted from electrooculogram and electromyogram signals.
Comput. Biol. Medicine, 2022
An overview of artificial intelligence techniques for diagnosis of Schizophrenia based on magnetic resonance imaging modalities: Methods, challenges, and future works.
Comput. Biol. Medicine, 2022
Automated classification of cyclic alternating pattern sleep phases in healthy and sleep-disordered subjects using convolutional neural network.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
Automated classification of attention deficit hyperactivity disorder and conduct disorder using entropy features with ECG signals.
Comput. Biol. Medicine, 2022
Explainable multi-module semantic guided attention based network for medical image segmentation.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
Explainable detection of myocardial infarction using deep learning models with Grad-CAM technique on ECG signals.
Comput. Biol. Medicine, 2022
Comput. Biol. Medicine, 2022
An accurate valvular heart disorders detection model based on a new dual symmetric tree pattern using stethoscope sounds.
Comput. Biol. Medicine, 2022
Accurate detection of autism using Douglas-Peucker algorithm, sparse coding based feature mapping and convolutional neural network techniques with EEG signals.
Comput. Biol. Medicine, 2022
Detection of epileptic seizures on EEG signals using ANFIS classifier, autoencoders and fuzzy entropies.
Biomed. Signal Process. Control., 2022
Artif. Intell. Medicine, 2022
Exemplar Darknet19 feature generation technique for automated kidney stone detection with coronal CT images.
Artif. Intell. Medicine, 2022
Automated Sleep apnea detection using optimal duration-frequency concentrated wavelet-based features of pulse oximetry signals.
Appl. Intell., 2022
Automated detection of cyclic alternating pattern and classification of sleep stages using deep neural network.
Appl. Intell., 2022
Gabor CNN Based Intelligent System for Visual Sentiment Analysis of Social Media Data on Cloud Environment.
IEEE Access, 2022
Electrochemical Biosensing and Deep Learning-Based Approaches in the Diagnosis of COVID-19: A Review.
IEEE Access, 2022
2021
Uncertainty-Aware Semi-Supervised Method Using Large Unlabeled and Limited Labeled COVID-19 Data.
ACM Trans. Multim. Comput. Commun. Appl., 2021
IEEE Trans. Instrum. Meas., 2021
Development of accurate classification of heavenly bodies using novel machine learning techniques.
Soft Comput., 2021
Application of Deep Learning Models for Automated Identification of Parkinson's Disease: A Review (2011-2021).
Sensors, 2021
Design of Adaptive-Robust Controller for Multi-State Synchronization of Chaotic Systems with Unknown and Time-Varying Delays and Its Application in Secure Communication.
Sensors, 2021
A practical artificial intelligence system to diagnose COVID-19 using computed tomography: A multinational external validation study.
Pattern Recognit. Lett., 2021
Automated accurate speech emotion recognition system using twine shuffle pattern and iterative neighborhood component analysis techniques.
Knowl. Based Syst., 2021
Automated identification of insomnia using optimal bi-orthogonal wavelet transform technique with single-channel EEG signals.
Knowl. Based Syst., 2021
A novel approach based on genetic algorithm to speed up the discovery of classification rules on GPUs.
Knowl. Based Syst., 2021
Knowl. Based Syst., 2021
Accurate detection of sleep apnea with long short-term memory network based on RR interval signals.
Knowl. Based Syst., 2021
Knowl. Based Syst., 2021
Accurate detection of myocardial infarction using non linear features with ECG signals.
J. Ambient Intell. Humaniz. Comput., 2021
A novel machine learning framework for automated detection of arrhythmias in ECG segments.
J. Ambient Intell. Humaniz. Comput., 2021
Development of breast papillary index for differentiation of benign and malignant lesions using ultrasound images.
J. Ambient Intell. Humaniz. Comput., 2021
Application of Petersen graph pattern technique for automated detection of heart valve diseases with PCG signals.
Inf. Sci., 2021
Automated arrhythmia detection with homeomorphically irreducible tree technique using more than 10, 000 individual subject ECG records.
Inf. Sci., 2021
BARF: A new direct and cross-based binary residual feature fusion with uncertainty-aware module for medical image classification.
Inf. Sci., 2021
A review of uncertainty quantification in deep learning: Techniques, applications and challenges.
Inf. Fusion, 2021
Future IoT tools for COVID-19 contact tracing and prediction: A review of the state-of-the-science.
Int. J. Imaging Syst. Technol., 2021
Future Gener. Comput. Syst., 2021
Expert Syst. Appl., 2021
Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques.
Expert Syst. Appl., 2021
Automated classification of five arrhythmias and normal sinus rhythm based on RR interval signals.
Expert Syst. Appl., 2021
2DSM vs FFDM: A computeraided diagnosis based comparative study for the early detection of breast cancer.
Expert Syst. J. Knowl. Eng., 2021
Hybrid particle swarm optimization for rule discovery in the diagnosis of coronary artery disease.
Expert Syst. J. Knowl. Eng., 2021
Expert Syst. J. Knowl. Eng., 2021
Multilevel Deep Feature Generation Framework for Automated Detection of Retinal Abnormalities Using OCT Images.
Entropy, 2021
UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection.
CoRR, 2021
Uncertainty-Aware Semi-supervised Method using Large Unlabelled and Limited Labeled COVID-19 Data.
CoRR, 2021
Automated interpretation of biopsy images for the detection of celiac disease using a machine learning approach.
Comput. Methods Programs Biomed., 2021
Automated detection of conduct disorder and attention deficit hyperactivity disorder using decomposition and nonlinear techniques with EEG signals.
Comput. Methods Programs Biomed., 2021
Corrigendum to 'An Introduction to the Cyrcadia Breast Monitor: A Wearable Breast Health Monitoring Device'[Computer Methods and Programs in Biomedicine 197: 105758].
Comput. Methods Programs Biomed., 2021
Comput. Methods Programs Biomed., 2021
Comput. Biol. Medicine, 2021
Applications of deep learning techniques for automated multiple sclerosis detection using magnetic resonance imaging: A review.
Comput. Biol. Medicine, 2021
Automatic identification of insomnia using optimal antisymmetric biorthogonal wavelet filter bank with ECG signals.
Comput. Biol. Medicine, 2021
The impact of pre- and post-image processing techniques on deep learning frameworks: A comprehensive review for digital pathology image analysis.
Comput. Biol. Medicine, 2021
AFCNNet: Automated detection of AF using chirplet transform and deep convolutional bidirectional long short term memory network with ECG signals.
Comput. Biol. Medicine, 2021
Novel ensemble of optimized CNN and dynamic selection techniques for accurate Covid-19 screening using chest CT images.
Comput. Biol. Medicine, 2021
Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals.
Comput. Biol. Medicine, 2021
Deep learning for neuroimaging-based diagnosis and rehabilitation of Autism Spectrum Disorder: A review.
Comput. Biol. Medicine, 2021
Automated detection of coronary artery disease, myocardial infarction and congestive heart failure using GaborCNN model with ECG signals.
Comput. Biol. Medicine, 2021
PrimePatNet87: Prime pattern and tunable q-factor wavelet transform techniques for automated accurate EEG emotion recognition.
Comput. Biol. Medicine, 2021
Automated ASD detection using hybrid deep lightweight features extracted from EEG signals.
Comput. Biol. Medicine, 2021
Comput. Biol. Medicine, 2021
Coronary artery disease detection using artificial intelligence techniques: A survey of trends, geographical differences and diagnostic features 1991-2020.
Comput. Biol. Medicine, 2021
Uncertainty quantification in skin cancer classification using three-way decision-based Bayesian deep learning.
Comput. Biol. Medicine, 2021
Fusion of convolution neural network, support vector machine and Sobel filter for accurate detection of COVID-19 patients using X-ray images.
Biomed. Signal Process. Control., 2021
ECNet: An evolutionary convolutional network for automated glaucoma detection using fundus images.
Biomed. Signal Process. Control., 2021
A review of patient-led data acquisition for atrial fibrillation detection to prevent stroke.
Biomed. Signal Process. Control., 2021
Automated detection of chronic kidney disease using image fusion and graph embedding techniques with ultrasound images.
Biomed. Signal Process. Control., 2021
Automated detection of glaucoma using elongated quinary patterns technique with optical coherence tomography angiogram images.
Biomed. Signal Process. Control., 2021
Automated accurate schizophrenia detection system using Collatz pattern technique with EEG signals.
Biomed. Signal Process. Control., 2021
A hybrid deep learning approach for gland segmentation in prostate histopathological images.
Artif. Intell. Medicine, 2021
Application of substitution box of present cipher for automated detection of snoring sounds.
Artif. Intell. Medicine, 2021
Automated major depressive disorder detection using melamine pattern with EEG signals.
Appl. Intell., 2021
2020
Model uncertainty quantification for diagnosis of each main coronary artery stenosis.
Soft Comput., 2020
Automated Detection of Presymptomatic Conditions in Spinocerebellar Ataxia Type 2 Using Monte Carlo Dropout and Deep Neural Network Techniques with Electrooculogram Signals.
Sensors, 2020
Automated detection of Alzheimer's disease using bi-directional empirical model decomposition.
Pattern Recognit. Lett., 2020
Pattern Recognit. Lett., 2020
Association between work-related features and coronary artery disease: A heterogeneous hybrid feature selection integrated with balancing approach.
Pattern Recognit. Lett., 2020
An adaptive feature extraction model for classification of thyroid lesions in ultrasound images.
Pattern Recognit. Lett., 2020
Validating the robustness of an internet of things based atrial fibrillation detection system.
Pattern Recognit. Lett., 2020
Automated invasive ductal carcinoma detection based using deep transfer learning with whole-slide images.
Pattern Recognit. Lett., 2020
Diagnosis of carpal tunnel syndrome: A comparative study of shear wave elastography, morphometry and artificial intelligence techniques.
Pattern Recognit. Lett., 2020
A deep convolutional neural network model for automated identification of abnormal EEG signals.
Neural Comput. Appl., 2020
Detection of shockable ventricular arrhythmia using optimal orthogonal wavelet filters.
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
A novel method for sentiment classification of drug reviews using fusion of deep and machine learning techniques.
Knowl. Based Syst., 2020
DGHNL: A new deep genetic hierarchical network of learners for prediction of credit scoring.
Inf. Sci., 2020
Automated detection of calcified plaque using higher-order spectra cumulant technique in computer tomography angiography images.
Int. J. Imaging Syst. Technol., 2020
Development of Automated Sleep Stage Classification System Using Multivariate Projection-Based Fixed Boundary Empirical Wavelet Transform and Entropy Features Extracted from Multichannel EEG Signals.
Entropy, 2020
Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review.
CoRR, 2020
Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review.
CoRR, 2020
Accurate deep neural network model to detect cardiac arrhythmia on more than 10, 000 individual subject ECG records.
Comput. Methods Programs Biomed., 2020
An introduction to the Cyrcadia Breast Monitor: A wearable breast health monitoring device.
Comput. Methods Programs Biomed., 2020
Comput. Methods Programs Biomed., 2020
Brain pathology identification using computer aided diagnostic tool: A systematic review.
Comput. Methods Programs Biomed., 2020
Development of an automated system for the detection of genotype in polypoidal choroidal vasculopathy using retinal image phenotype.
Comput. Methods Programs Biomed., 2020
Corrigendum to 'Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation' Computer Methods and Programs in Biomedicine 175 (2019) 163-178.
Comput. Methods Programs Biomed., 2020
A novel hybrid approach for automated detection of retinal detachment using ultrasound images.
Comput. Biol. Medicine, 2020
Automated sleep apnea detection from cardio-pulmonary signal using bivariate fast and adaptive EMD coupled with cross time-frequency analysis.
Comput. Biol. Medicine, 2020
A computational intelligence tool for the detection of hypertension using empirical mode decomposition.
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Automated pre-screening of arrhythmia using hybrid combination of Fourier-Bessel expansion and LSTM.
Comput. Biol. Medicine, 2020
Automated detection of severity of hypertension ECG signals using an optimal bi-orthogonal wavelet filter bank.
Comput. Biol. Medicine, 2020
Detection of shockable ventricular cardiac arrhythmias from ECG signals using FFREWT filter-bank and deep convolutional neural network.
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Application of deep learning techniques for heartbeats detection using ECG signals-analysis and review.
Comput. Biol. Medicine, 2020
HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks.
Comput. Biol. Medicine, 2020
Comput. Biol. Medicine, 2020
Profiling of pornography addiction among children using EEG signals: A systematic literature review.
Comput. Biol. Medicine, 2020
Automated detection of heart valve diseases using chirplet transform and multiclass composite classifier with PCG signals.
Comput. Biol. Medicine, 2020
Automated phase classification in cyclic alternating patterns in sleep stages using Wigner-Ville Distribution based features.
Comput. Biol. Medicine, 2020
Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks.
Comput. Biol. Medicine, 2020
Artif. Intell. Medicine, 2020
Local Preserving Class Separation Framework to Identify Gestational Diabetes Mellitus Mother Using Ultrasound Fetal Cardiac Image.
IEEE Access, 2020
2019
A new method to identify coronary artery disease with ECG signals and time-Frequency concentrated antisymmetric biorthogonal wavelet filter bank.
Pattern Recognit. Lett., 2019
Global weighted LBP based entropy features for the assessment of pulmonary hypertension.
Pattern Recognit. Lett., 2019
Pattern Recognit. Lett., 2019
Neural Comput. Appl., 2019
Automated arrhythmia detection using novel hexadecimal local pattern and multilevel wavelet transform with ECG signals.
Knowl. Based Syst., 2019
Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors.
J. Medical Syst., 2019
J. Medical Syst., 2019
Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals.
J. Medical Syst., 2019
Automated Detection of Alzheimer's Disease Using Brain MRI Images- A Study with Various Feature Extraction Techniques.
J. Medical Syst., 2019
IAPSO-AIRS: A novel improved machine learning-based system for wart disease treatment.
J. Medical Syst., 2019
Automated classification of hand movements using tunable-Q wavelet transform based filter-bank with surface electromyogram signals.
Future Gener. Comput. Syst., 2019
Automated diagnosis of celiac disease using DWT and nonlinear features with video capsule endoscopy images.
Future Gener. Comput. Syst., 2019
Application of multiresolution analysis for automated detection of brain abnormality using MR images: A comparative study.
Future Gener. Comput. Syst., 2019
SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach.
CoRR, 2019
Application of deep transfer learning for automated brain abnormality classification using MR images.
Cogn. Syst. Res., 2019
A novel machine learning approach for early detection of hepatocellular carcinoma patients.
Cogn. Syst. Res., 2019
Deep learning based liver cancer detection using watershed transform and Gaussian mixture model techniques.
Cogn. Syst. Res., 2019
An efficient detection of congestive heart failure using frequency localized filter banks for the diagnosis with ECG signals.
Cogn. Syst. Res., 2019
Automatic detection of ischemic stroke using higher order spectra features in brain MRI images.
Cogn. Syst. Res., 2019
A new approach for arrhythmia classification using deep coded features and LSTM networks.
Comput. Methods Programs Biomed., 2019
A review of automated sleep stage scoring based on physiological signals for the new millennia.
Comput. Methods Programs Biomed., 2019
Addressing challenges of quantitative methodologies and event interpretation in the study of atrial fibrillation.
Comput. Methods Programs Biomed., 2019
Application of nonlinear methods to discriminate fractionated electrograms in paroxysmal versus persistent atrial fibrillation.
Comput. Methods Programs Biomed., 2019
A new machine learning technique for an accurate diagnosis of coronary artery disease.
Comput. Methods Programs Biomed., 2019
Convolutional neural networks for multi-class brain disease detection using MRI images.
Comput. Medical Imaging Graph., 2019
Application of fast curvelet Tsallis entropy and kernel random vector functional link network for automated detection of multiclass brain abnormalities.
Comput. Medical Imaging Graph., 2019
Comput. Electr. Eng., 2019
Automated detection of diabetic subject using pre-trained 2D-CNN models with frequency spectrum images extracted from heart rate signals.
Comput. Biol. Medicine, 2019
Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals.
Comput. Biol. Medicine, 2019
Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features.
Comput. Biol. Medicine, 2019
Characterization of fibromyalgia using sleep EEG signals with nonlinear dynamical features.
Comput. Biol. Medicine, 2019
Automated beat-wise arrhythmia diagnosis using modified U-net on extended electrocardiographic recordings with heterogeneous arrhythmia types.
Comput. Biol. Medicine, 2019
Cascaded LSTM recurrent neural network for automated sleep stage classification using single-channel EEG signals.
Comput. Biol. Medicine, 2019
Automated glaucoma diagnosis using bit-plane slicing and local binary pattern techniques.
Comput. Biol. Medicine, 2019
Comput. Biol. Medicine, 2019
Comput. Biol. Medicine, 2019
Application of new deep genetic cascade ensemble of SVM classifiers to predict the Australian credit scoring.
Appl. Soft Comput., 2019
Artif. Intell. Medicine, 2019
Automated plaque classification using computed tomography angiography and Gabor transformations.
Artif. Intell. Medicine, 2019
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.
Appl. Intell., 2019
Automated Categorization of Multi-Class Brain Abnormalities Using Decomposition Techniques With MRI Images: A Comparative Study.
IEEE Access, 2019
IEEE Access, 2019
A Novel Algorithm for Breast Lesion Detection Using Textons and Local Configuration Pattern Features With Ultrasound Imagery.
IEEE Access, 2019
NE-nu-SVC: A New Nested Ensemble Clinical Decision Support System for Effective Diagnosis of Coronary Artery Disease.
IEEE Access, 2019
ECGNET: Learning Where to Attend for Detection of Atrial Fibrillation with Deep Visual Attention.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
Application of Computational Intelligence Methods for the Automated Identification of Paper-Ink Samples Based on LIBS.
Sensors, 2018
A novel Parkinson's Disease Diagnosis Index using higher-order spectra features in EEG signals.
Neural Comput. Appl., 2018
An efficient data mining framework for the characterization of symptomatic and asymptomatic carotid plaque using bidimensional empirical mode decomposition technique.
Medical Biol. Eng. Comput., 2018
MMSFL-OWFB: A novel class of orthogonal wavelet filters for epileptic seizure detection.
Knowl. Based Syst., 2018
Deep convolution neural network for accurate diagnosis of glaucoma using digital fundus images.
Inf. Sci., 2018
Inf. Sci., 2018
Dual-Tree Complex Wavelet Transform-Based Features for Automated Alcoholism Identification.
Int. J. Fuzzy Syst., 2018
Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework.
Int. J. Fuzzy Syst., 2018
Future Gener. Comput. Syst., 2018
Automated system for the detection of thoracolumbar fractures using a CNN architecture.
Future Gener. Comput. Syst., 2018
Automated identification of shockable and non-shockable life-threatening ventricular arrhythmias using convolutional neural network.
Future Gener. Comput. Syst., 2018
Cogn. Syst. Res., 2018
An automated diagnosis of depression using three-channel bandwidth-duration localized wavelet filter bank with EEG signals.
Cogn. Syst. Res., 2018
Comput. Methods Programs Biomed., 2018
Comput. Methods Programs Biomed., 2018
Automated characterization of cardiovascular diseases using relative wavelet nonlinear features extracted from ECG signals.
Comput. Methods Programs Biomed., 2018
Automated detection and classification of liver fibrosis stages using contourlet transform and nonlinear features.
Comput. Methods Programs Biomed., 2018
Comput. Methods Programs Biomed., 2018
Analysis of knee-joint vibroarthographic signals using bandwidth-duration localized three-channel filter bank.
Comput. Electr. Eng., 2018
Arrhythmia detection using deep convolutional neural network with long duration ECG signals.
Comput. Biol. Medicine, 2018
Application of stacked convolutional and long short-term memory network for accurate identification of CAD ECG signals.
Comput. Biol. Medicine, 2018
Automated approach for detection of ischemic stroke using Delaunay Triangulation in brain MRI images.
Comput. Biol. Medicine, 2018
A novel automated diagnostic system for classification of myocardial infarction ECG signals using an optimal biorthogonal filter bank.
Comput. Biol. Medicine, 2018
An accurate sleep stages classification system using a new class of optimally time-frequency localized three-band wavelet filter bank.
Comput. Biol. Medicine, 2018
Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals.
Comput. Biol. Medicine, 2018
Optimized multi-level elongated quinary patterns for the assessment of thyroid nodules in ultrasound images.
Comput. Biol. Medicine, 2018
Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats.
Comput. Biol. Medicine, 2018
Automated localization and segmentation techniques for B-mode ultrasound images: A review.
Comput. Biol. Medicine, 2018
Automated retinal health diagnosis using pyramid histogram of visual words and Fisher vector techniques.
Comput. Biol. Medicine, 2018
Automated detection of atrial fibrillation using long short-term memory network with RR interval signals.
Comput. Biol. Medicine, 2018
Comput. Biol. Medicine, 2018
Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals.
Comput. Biol. Medicine, 2018
Automated diagnosis of focal liver lesions using bidirectional empirical mode decomposition features.
Comput. Biol. Medicine, 2018
Automated technique for coronary artery disease characterization and classification using DD-DTDWT in ultrasound images.
Biomed. Signal Process. Control., 2018
A novel three-band orthogonal wavelet filter bank method for an automated identification of alcoholic EEG signals.
Appl. Intell., 2018
Automated detection of retinal health using PHOG and SURF features extracted from fundus images.
Appl. Intell., 2018
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018
2017
Automated Diagnosis of Glaucoma Using Empirical Wavelet Transform and Correntropy Features Extracted From Fundus Images.
IEEE J. Biomed. Health Informatics, 2017
A new approach to characterize epileptic seizures using analytic time-frequency flexible wavelet transform and fractal dimension.
Pattern Recognit. Lett., 2017
Automated detection of focal EEG signals using features extracted from flexible analytic wavelet transform.
Pattern Recognit. Lett., 2017
Pattern Recognit. Lett., 2017
Guest editorial: New trends in data pre-processing methods for signal and image classification.
Neural Comput. Appl., 2017
Multiple thresholding and subspace based approach for detection and recognition of traffic sign.
Multim. Tools Appl., 2017
Cerebrovascular pattern improved by ozone autohemotherapy: an entropy-based study on multiple sclerosis patients.
Medical Biol. Eng. Comput., 2017
An automatic detection of focal EEG signals using new class of time-frequency localized orthogonal wavelet filter banks.
Knowl. Based Syst., 2017
Automated characterization of coronary artery disease, myocardial infarction, and congestive heart failure using contourlet and shearlet transforms of electrocardiogram signal.
Knowl. Based Syst., 2017
Automated detection of coronary artery disease using different durations of ECG segments with convolutional neural network.
Knowl. Based Syst., 2017
Segmentation of optic disc, fovea and retinal vasculature using a single convolutional neural network.
J. Comput. Sci., 2017
Segmentation of prostate contours for automated diagnosis using ultrasound images: A survey.
J. Comput. Sci., 2017
J. Comput. Sci., 2017
Automated screening tool for dry and wet age-related macular degeneration (ARMD) using pyramid of histogram of oriented gradients (PHOG) and nonlinear features.
J. Comput. Sci., 2017
Automated segmentation of exudates, haemorrhages, microaneurysms using single convolutional neural network.
Inf. Sci., 2017
Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals.
Inf. Sci., 2017
Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network.
Inf. Sci., 2017
Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals: A comparative study.
Inf. Sci., 2017
Automated Diagnosis of Myocardial Infarction ECG Signals Using Sample Entropy in Flexible Analytic Wavelet Transform Framework.
Entropy, 2017
Use of Accumulated Entropies for Automated Detection of Congestive Heart Failure in Flexible Analytic Wavelet Transform Framework Based on Short-Term HRV Signals.
Entropy, 2017
Tunable-Q Wavelet Transform Based Multivariate Sub-Band Fuzzy Entropy with Application to Focal EEG Signal Analysis.
Entropy, 2017
Automated diagnosis of congestive heart failure using dual tree complex wavelet transform and statistical features extracted from 2 s of ECG signals.
Comput. Biol. Medicine, 2017
Diagnosis of attention deficit hyperactivity disorder using imaging and signal processing techniques.
Comput. Biol. Medicine, 2017
Iterative variational mode decomposition based automated detection of glaucoma using fundus images.
Comput. Biol. Medicine, 2017
Diagnosis of retinal health in digital fundus images using continuous wavelet transform (CWT) and entropies.
Comput. Biol. Medicine, 2017
Comput. Biol. Medicine, 2017
Automated detection of premature delivery using empirical mode and wavelet packet decomposition techniques with uterine electromyogram signals.
Comput. Biol. Medicine, 2017
Comput. Biol. Medicine, 2017
Shear wave elastography for characterization of breast lesions: Shearlet transform and local binary pattern histogram techniques.
Comput. Biol. Medicine, 2017
Automated diabetic macular edema (DME) grading system using DWT, DCT Features and maculopathy index.
Comput. Biol. Medicine, 2017
A novel algorithm to detect glaucoma risk using texton and local configuration pattern features extracted from fundus images.
Comput. Biol. Medicine, 2017
Characterization of coronary artery disease using flexible analytic wavelet transform applied on ECG signals.
Biomed. Signal Process. Control., 2017
Application of higher-order spectra for the characterization of Coronary artery disease using electrocardiogram signals.
Biomed. Signal Process. Control., 2017
Data mining framework for breast lesion classification in shear wave ultrasound: A hybrid feature paradigm.
Biomed. Signal Process. Control., 2017
An integrated alcoholic index using tunable-Q wavelet transform based features extracted from EEG signals for diagnosis of alcoholism.
Appl. Soft Comput., 2017
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2017
Characterization of Cardiovascular Diseases Using Wavelet Packet Decomposition and Nonlinear Measures of Electrocardiogram Signal.
Proceedings of the Advances in Artificial Intelligence: From Theory to Practice, 2017
2016
Automated detection and localization of myocardial infarction using electrocardiogram: a comparative study of different leads.
Knowl. Based Syst., 2016
Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images.
Knowl. Based Syst., 2016
An integrated index for identification of fatty liver disease using radon transform and discrete cosine transform features in ultrasound images.
Inf. Fusion, 2016
Decision support system for fatty liver disease using GIST descriptors extracted from ultrasound images.
Inf. Fusion, 2016
An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals.
Expert Syst. Appl., 2016
Data mining framework for identification of myocardial infarction stages in ultrasound: A hybrid feature extraction paradigm (PART 2).
Comput. Biol. Medicine, 2016
Application of wavelet techniques for cancer diagnosis using ultrasound images: A Review.
Comput. Biol. Medicine, 2016
An integrated index for automated detection of infarcted myocardium from cross-sectional echocardiograms using texton-based features (Part 1).
Comput. Biol. Medicine, 2016
Observer performance in characterization of carotid plaque texture and surface characteristics with 3D versus 2D ultrasound.
Comput. Biol. Medicine, 2016
Automated characterization of fatty liver disease and cirrhosis using curvelet transform and entropy features extracted from ultrasound images.
Comput. Biol. Medicine, 2016
Novel risk index for the identification of age-related macular degeneration using radon transform and DWT features.
Comput. Biol. Medicine, 2016
Automated screening system for retinal health using bi-dimensional empirical mode decomposition and integrated index.
Comput. Biol. Medicine, 2016
Application of Gabor wavelet and Locality Sensitive Discriminant Analysis for automated identification of breast cancer using digitized mammogram images.
Appl. Soft Comput., 2016
Sudden cardiac death (SCD) prediction based on nonlinear heart rate variability features and SCD index.
Appl. Soft Comput., 2016
Automated diagnosis of Coronary Artery Disease using nonlinear features extracted from ECG signals.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Automated characterization of arrhythmias using nonlinear features from tachycardia ECG beats.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
2015
Medical Biol. Eng. Comput., 2015
Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier.
Medical Biol. Eng. Comput., 2015
Automated diagnosis of coronary artery disease using tunable-Q wavelet transform applied on heart rate signals.
Knowl. Based Syst., 2015
Automated detection of age-related macular degeneration using empirical mode decomposition.
Knowl. Based Syst., 2015
Computer-aided diagnosis of diabetic subjects by heart rate variability signals using discrete wavelet transform method.
Knowl. Based Syst., 2015
An integrated index for detection of Sudden Cardiac Death using Discrete Wavelet Transform and nonlinear features.
Knowl. Based Syst., 2015
Application of entropies for automated diagnosis of epilepsy using EEG signals: A review.
Knowl. Based Syst., 2015
Ultrasound-based tissue characterization and classification of fatty liver disease: A screening and diagnostic paradigm.
Knowl. Based Syst., 2015
Application of empirical mode decomposition for analysis of normal and diabetic RR-interval signals.
Expert Syst. Appl., 2015
An Integrated Index for the Identification of Focal Electroencephalogram Signals Using Discrete Wavelet Transform and Entropy Measures.
Entropy, 2015
Application of Entropy Measures on Intrinsic Mode Functions for the Automated Identification of Focal Electroencephalogram Signals.
Entropy, 2015
Computer-aided diagnosis of Myocardial Infarction using ultrasound images with DWT, GLCM and HOS methods: A comparative study.
Comput. Biol. Medicine, 2015
Application of different imaging modalities for diagnosis of Diabetic Macular Edema: A review.
Comput. Biol. Medicine, 2015
Local configuration pattern features for age-related macular degeneration characterization and classification.
Comput. Biol. Medicine, 2015
Empirical mode decomposition analysis of near-infrared spectroscopy muscular signals to assess the effect of physical activity in type 2 diabetic patients.
Comput. Biol. Medicine, 2015
The role of real-time in biomedical science: A meta-analysis on computational complexity, delay and speedup.
Comput. Biol. Medicine, 2015
Biomed. Signal Process. Control., 2015
Automated Prediction of Sudden Cardiac Death Risk Using Kolmogorov Complexity and Recurrence Quantification Analysis Features Extracted from HRV Signals.
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
A Selection and Reduction Approach for the Optimization of Ultrasound Carotid Artery Images Segmentation.
Proceedings of the Machine Learning in Healthcare Informatics, 2014
Understanding Foot Function During Stance Phase by Bayesian Network Based Causal Inference.
Proceedings of the Machine Learning in Healthcare Informatics, 2014
IEEE Trans. Instrum. Meas., 2014
Decision support system for age-related macular degeneration using discrete wavelet transform.
Medical Biol. Eng. Comput., 2014
Computer-aided diabetic retinopathy detection using trace transforms on digital fundus images.
Medical Biol. Eng. Comput., 2014
Higher order spectra analysis of breast thermograms for the automated identification of breast cancer.
Expert Syst. J. Knowl. Eng., 2014
Digit. Signal Process., 2014
Comput. Methods Programs Biomed., 2014
Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images.
Comput. Biol. Medicine, 2014
Biomed. Signal Process. Control., 2014
Computer aided diagnosis of atrial arrhythmia using dimensionality reduction methods on transform domain representation.
Biomed. Signal Process. Control., 2014
2013
Plaque Tissue Characterization and Classification in Ultrasound Carotid Scans: A Paradigm for Vascular Feature Amalgamation.
IEEE Trans. Instrum. Meas., 2013
Atherosclerotic plaque tissue characterization in 2D ultrasound longitudinal carotid scans for automated classification: a paradigm for stroke risk assessment.
Medical Biol. Eng. Comput., 2013
Evolutionary algorithm based classifier parameter tuning for automatic diabetic retinopathy grading: A hybrid feature extraction approach.
Knowl. Based Syst., 2013
Knowl. Based Syst., 2013
Characterization of ECG beats from cardiac arrhythmia using discrete cosine transform in PCA framework.
Knowl. Based Syst., 2013
Automated diagnosis of Coronary Artery Disease affected patients using LDA, PCA, ICA and Discrete Wavelet Transform.
Knowl. Based Syst., 2013
Ovarian Tumor Characterization and Classification Using Ultrasound - A New Online Paradigm.
J. Digit. Imaging, 2013
Application of Intrinsic Time-Scale Decomposition (ITD) to EEG signals for Automated seizure Prediction.
Int. J. Neural Syst., 2013
Application of Higher Order cumulant Features for Cardiac Health Diagnosis using ECG signals.
Int. J. Neural Syst., 2013
Int. J. Neural Syst., 2013
Automated detection of diabetes using higher order spectral features extracted from heart rate signals.
Intell. Data Anal., 2013
Expert Syst. J. Knowl. Eng., 2013
Digit. Signal Process., 2013
Entropy analysis of muscular near-infrared spectroscopy (NIRS) signals during exercise programme of type 2 diabetic patients: Quantitative assessment of muscle metabolic pattern.
Comput. Methods Programs Biomed., 2013
Automated classification of patients with coronary artery disease using grayscale features from left ventricle echocardiographic images.
Comput. Methods Programs Biomed., 2013
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization.
Comput. Methods Programs Biomed., 2013
Inter- and intra-observer variability analysis of completely automated cIMT measurement software (AtheroEdge™) and its benchmarking against commercial ultrasound scanner and expert Readers.
Comput. Biol. Medicine, 2013
Comput. Biol. Medicine, 2013
Comput. Biol. Medicine, 2013
Automated identification of normal and diabetes heart rate signals using nonlinear measures.
Comput. Biol. Medicine, 2013
Biomed. Signal Process. Control., 2013
Biomed. Signal Process. Control., 2013
Biomed. Signal Process. Control., 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automated IMT estimation and BMI correlation using a low-quality carotid ultrasound image database from India.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Inf. Technol. Biomed., 2012
Completely Automated Multiresolution Edge Snapper - A New Technique for an Accurate Carotid Ultrasound IMT Measurement: Clinical Validation and Benchmarking on a Multi-Institutional Database.
IEEE Trans. Image Process., 2012
Hypothesis Validation of Far-Wall Brightness in Carotid-Artery Ultrasound for Feature-Based IMT Measurement Using a Combination of Level-Set Segmentation and Registration.
IEEE Trans. Instrum. Meas., 2012
An Accurate and Generalized Approach to Plaque Characterization in 346 Carotid Ultrasound Scans.
IEEE Trans. Instrum. Meas., 2012
Data mining technique for automated diagnosis of glaucoma using higher order spectra and wavelet energy features.
Knowl. Based Syst., 2012
Computer-Assisted Diagnosis of Tuberculosis: A First Order Statistical Approach to Chest Radiograph.
J. Medical Syst., 2012
Evaluation of the Efficiency of Biofield Diagnostic System in Breast Cancer Detection Using Clinical Study Results and Classifiers.
J. Medical Syst., 2012
Algorithms for the Automated Detection of Diabetic Retinopathy Using Digital Fundus Images: A Review.
J. Medical Syst., 2012
Classification of Epilepsy Using High-Order Spectra Features and Principle Component Analysis.
J. Medical Syst., 2012
An Approach to Model Right Iliac Fossa Pain Using Pain-Only-Parameters for Screening Acute Appendicitis.
J. Medical Syst., 2012
J. Medical Syst., 2012
J. Medical Syst., 2012
Computer-Based Identification of Type 2 Diabetic Subjects with and Without Neuropathy Using Dynamic Planter Pressure and Principal Component Analysis.
J. Medical Syst., 2012
An Integrated Index for the Identification of Diabetic Retinopathy Stages Using Texture Parameters.
J. Medical Syst., 2012
Thermography Based Breast Cancer Detection Using Texture Features and Support Vector Machine.
J. Medical Syst., 2012
J. Medical Syst., 2012
Application of Empirical Mode Decomposition (EMD) for Automated Detection of epilepsy using EEG signals.
Int. J. Neural Syst., 2012
Application of Non-Linear and Wavelet Based Features for the Automated Identification of Epileptic EEG signals.
Int. J. Neural Syst., 2012
Application of principal component analysis to ECG signals for automated diagnosis of cardiac health.
Expert Syst. Appl., 2012
Use of principal component analysis for automatic classification of epileptic EEG activities in wavelet framework.
Expert Syst. Appl., 2012
Comput. Methods Programs Biomed., 2012
Ultrasound IMT measurement on a multi-ethnic and multi-institutional database: Our review and experience using four fully automated and one semi-automated methods.
Comput. Methods Programs Biomed., 2012
Comput. Methods Programs Biomed., 2012
ThyroScreen system: High resolution ultrasound thyroid image characterization into benign and malignant classes using novel combination of texture and discrete wavelet transform.
Comput. Methods Programs Biomed., 2012
Biomed. Signal Process. Control., 2012
Biomed. Signal Process. Control., 2012
Distal wall delineation using automated Dual Snake paradigm: A multi-center and multi-ethnic carotid ultrasound evaluation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid IMT variability (IMTV): Its design and validation in symptomatic vs. asymptomatic 142 Italian population.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid far wall characterization using LBP, Laws' Texture Energy and wall variability: A novel class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Carotid ultrasound symptomatology using atherosclerotic plaque characterization: A class of Atheromatic systems.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Automated benign & malignant thyroid lesion characterization and classification in 3D contrast-enhanced ultrasound.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Application of intuitionistic fuzzy histon segmentation for the automated detection of optic disc in digital fundus images.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
IEEE Trans. Inf. Technol. Biomed., 2011
Completely automated robust edge snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images.
Medical Biol. Eng. Comput., 2011
J. Medical Syst., 2011
An Efficient Automated Algorithm to Detect Ocular Surface Temperature on Sequence of Thermograms Using Snake and Target Tracing Function.
J. Medical Syst., 2011
The Use of Skin Surface Electropotentials for Breast Cancer Detection - Preliminary Clinical Trial Results Obtained Using the Biofield Diagnostic System.
J. Medical Syst., 2011
J. Medical Syst., 2011
J. Medical Syst., 2011
J. Medical Syst., 2011
Int. J. Neural Syst., 2011
Application of Recurrence Quantification Analysis for the Automated Identification of Epileptic EEG Signals.
Int. J. Neural Syst., 2011
Int. J. Model. Identif. Control., 2011
Systems engineering principles for the design of biomedical signal processing systems.
Comput. Methods Programs Biomed., 2011
CARES: Completely Automated Robust Edge Snapper for carotid ultrasound IMT measurement on a multi-institutional database of 300 images: a two stage system combining an intensity-based feature approach with first order absolute moments.
Proceedings of the Medical Imaging 2011: Image Processing, 2011
CARES 3.0: A two stage system combining feature-based recognition and edge-based segmentation for CIMT measurement on a multi-institutional ultrasound database of 300 images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Application of higher order cumulants to ECG signals for the cardiac health diagnosis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Atheromatic™: Symptomatic vs. asymptomatic classification of carotid ultrasound plaque using a combination of HOS, DWT & texture.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Reliable and Robust Transmission and Storage Techniques for Medical Images with Patient Information.
J. Medical Syst., 2010
J. Medical Syst., 2010
Frontal Plane Vectorcardiograms: Theory and Graphics Visualization of Cardiac Health Status.
J. Medical Syst., 2010
Identification of Cataract and Post-cataract Surgery Optical Images Using Artificial Intelligence Techniques.
J. Medical Syst., 2010
Automatic Identification of Epileptic and Background EEG Signals Using Frequency Domain Parameters.
Int. J. Neural Syst., 2010
Int. J. Neural Syst., 2010
Automated study of ocular thermal images: Comprehensive analysis of corneal health with different age group subjects and validation.
Digit. Signal Process., 2010
2009
Comparative Study on the Use of Analytical Software to Identify the Different Stages of Breast Cancer Using Discrete Temperature Data.
J. Medical Syst., 2009
Efficient Storage and Transmission of Digital Fundus Images with Patient Information Using Reversible Watermarking Technique and Error Control Codes.
J. Medical Syst., 2009
J. Medical Syst., 2009
Use of Data Mining Techniques for Improved Detection of Breast Cancer with Biofield Diagnostic System.
Proceedings of the Engineering Applications of Neural Networks, 2009
2008
A comparative study between the two-dimensional and three-dimensional human eye models.
Math. Comput. Model., 2008
J. Medical Syst., 2008
Automated Identification of Diabetic Type 2 Subjects with and without Neuropathy Using Wavelet Transform on Pedobarograph.
J. Medical Syst., 2008
J. Medical Syst., 2008
Application of Higher Order Spectra for the Identification of Diabetes Retinopathy Stages.
J. Medical Syst., 2008
Identification of different stages of diabetic retinopathy using retinal optical images.
Inf. Sci., 2008
Automatic identification of cardiac health using modeling techniques: A comparative study.
Inf. Sci., 2008
2007
Detection and differentiation of breast cancer using neural classifiers with first warning thermal sensors.
Inf. Sci., 2007
Comput. Biol. Medicine, 2007
2006
Erratum to "Entropies for detection of epilepsy in EEG" [Comput. Methods Prog. Biomed. 80 (2005) 187-194].
Comput. Methods Programs Biomed., 2006
Cardiac health diagnosis using data fusion of cardiovascular and haemodynamic signals.
Comput. Methods Programs Biomed., 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Comput. Methods Programs Biomed., 2005
Comput. Methods Programs Biomed., 2005
2004
Intell. Autom. Soft Comput., 2004
Simultaneous storage of patient information with medical images in the frequency domain.
Comput. Methods Programs Biomed., 2004
2003
Classification of heart rate data using artificial neural network and fuzzy equivalence relation.
Pattern Recognit., 2003
Comput. Biol. Medicine, 2003
2002
Comput. Biol. Medicine, 2002
2001
IEEE Trans. Inf. Technol. Biomed., 2001
1997