Tripti Goel

Orcid: 0000-0001-6473-8846

According to our database1, Tripti Goel authored at least 38 papers between 2013 and 2024.

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Bibliography

2024
Brain Age Estimation Using Universum Learning-Based Kernel Random Vector Functional Link Regression Network.
Cogn. Comput., November, 2024

Fuzzy Deep Learning for the Diagnosis of Alzheimer's Disease: Approaches and Challenges.
IEEE Trans. Fuzzy Syst., October, 2024

Kernel-Ridge-Regression-Based Randomized Network for Brain Age Classification and Estimation.
IEEE Trans. Cogn. Dev. Syst., August, 2024

Quantitative Susceptibility Mapping in Cognitive Decline: A Review of Technical Aspects and Applications.
Cogn. Comput., July, 2024

Lightweight 3D Convolutional Neural Network for Schizophrenia Diagnosis Using MRI Images and Ensemble Bagging Classifier.
Cogn. Comput., July, 2024

Automatic Screening of COVID-19 Using an Optimized Generative Adversarial Network.
Cogn. Comput., July, 2024

Smart soil image classification system using lightweight convolutional neural network.
Expert Syst. Appl., March, 2024

A coupled-GAN architecture to fuse MRI and PET image features for multi-stage classification of Alzheimer's disease.
Inf. Fusion, 2024

Segmentation and visualization of Retinal Detachment lesions through Retinal fundus images.
Biomed. Signal Process. Control., 2024

Opti-EN-net: Optimized ensemble deep neural network for the classification of Retinal Detachment through fundus images.
Biomed. Signal Process. Control., 2024

An effective diagnosis of schizophrenia using kernel ridge regression-based optimized RVFL classifier.
Appl. Soft Comput., 2024

Brain Age Estimation of Alzheimer's and Parkinson's Affected Individuals Using Self-Attention Based Convolutional Neural Network.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
Conv-eRVFL: Convolutional Neural Network Based Ensemble RVFL Classifier for Alzheimer's Disease Diagnosis.
IEEE J. Biomed. Health Informatics, October, 2023

Deep-Learning-Based Diagnosis and Prognosis of Alzheimer's Disease: A Comprehensive Review.
IEEE Trans. Cogn. Dev. Syst., September, 2023

Deep learning for brain age estimation: A systematic review.
Inf. Fusion, August, 2023

Classification of arrhythmia disease through electrocardiogram signals using sampling vector random forest classifier.
Multim. Tools Appl., July, 2023

An efficient dehazing method of single image using multi-scale fusion technique.
J. Ambient Intell. Humaniz. Comput., July, 2023

DRFL: Federated Learning in Diabetic Retinopathy Grading Using Fundus Images.
IEEE Trans. Parallel Distributed Syst., June, 2023

An efficient microaneurysms detection approach in retinal fundus images.
Int. J. Mach. Learn. Cybern., April, 2023

Machine learning techniques for the Schizophrenia diagnosis: a comprehensive review and future research directions.
J. Ambient Intell. Humaniz. Comput., 2023

Association of white matter volume with brain age classification using deep learning network and region wise analysis.
Eng. Appl. Artif. Intell., 2023

Weighted Kernel Ridge Regression based Randomized Network for Alzheimer's Disease Diagnosis using Susceptibility Weighted Images.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Fast and Robust Exudate Detection in Retinal Fundus Images Using Extreme Learning Machine Autoencoders and Modified KAZE Features.
J. Digit. Imaging, 2022

Multimodal Fusion-Based Deep Learning Network for Effective Diagnosis of Alzheimer's Disease.
IEEE Multim., 2022

Robust U-Net: Development of robust image enhancement model using modified U-Net architecture.
Concurr. Comput. Pract. Exp., 2022

FDN-ADNet: Fuzzy LS-TWSVM based deep learning network for prognosis of the Alzheimer's disease using the sagittal plane of MRI scans.
Appl. Soft Comput., 2022

Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray images.
Appl. Soft Comput., 2022

RVFL Classifier Based Ensemble Deep Learning for Early Diagnosis of Alzheimer's Disease.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021
Indian Regions Soil Image Database (IRSID): A dataset for classification of Indian soils.
Dataset, May, 2021

An Automatic Classification Methods in Oral Cancer Detection.
Health Informatics, 2021

E-DiCoNet: Extreme learning machine based classifier for diagnosis of COVID-19 using deep convolutional network.
J. Ambient Intell. Humaniz. Comput., 2021

FAF-DRVFL: Fuzzy activation function based deep random vector functional links network for early diagnosis of Alzheimer disease.
Appl. Soft Comput., 2021

OptCoNet: an optimized convolutional neural network for an automatic diagnosis of COVID-19.
Appl. Intell., 2021

2020
Classifier for Face Recognition Based on Deep Convolutional - Optimized Kernel Extreme Learning Machine.
Comput. Electr. Eng., 2020

An Improved Accuracy Rate in Microaneurysms Detection in Retinal Fundus Images Using Non-local Mean Filter.
Proceedings of the Machine Learning, Image Processing, Network Security and Data Sciences, 2020

2019
An efficient hybrid DWT-fuzzy filter in DCT domain based illumination normalization for face recognition.
Multim. Tools Appl., 2019

2016
An efficient classification based on genetically optimised hybrid PCA-Kernel ELM learning.
Int. J. Appl. Pattern Recognit., 2016

2013
Illumination normalization using down-scaling of low-frequency DCT coefficients in DWT domain for face recognition.
Proceedings of the Sixth International Conference on Contemporary Computing, 2013


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