Syed Muhammad Anwar

Orcid: 0000-0002-8179-3959

According to our database1, Syed Muhammad Anwar authored at least 100 papers between 2015 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
SelfFed: Self-supervised federated learning for data heterogeneity and label scarcity in medical images.
Expert Syst. Appl., 2025

2024
BPMN extension evaluation for security requirements engineering framework.
Requir. Eng., June, 2024

Development of a Modular Real-time Shared-control System for a Smart Wheelchair.
J. Signal Process. Syst., March, 2024

Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging.
CoRR, 2024

Harvesting Private Medical Images in Federated Learning Systems with Crafted Models.
CoRR, 2024

BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023.
CoRR, 2024

D-Rax: Domain-specific Radiologic assistant leveraging multi-modal data and eXpert model predictions.
CoRR, 2024

Brain Tumor Segmentation (BraTS) Challenge 2024: Meningioma Radiotherapy Planning Automated Segmentation.
CoRR, 2024

Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge.
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CoRR, 2024

The Brain Tumor Segmentation in Pediatrics (BraTS-PEDs) Challenge: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).
CoRR, 2024

DiCoM - Diverse Concept Modeling towards Enhancing Generalizability in Chest X-Ray Studies.
CoRR, 2024

Personality Trait Recognition using ECG Spectrograms and Deep Learning.
CoRR, 2024

Human Emotions Analysis and Recognition Using EEG Signals in Response to 360° Videos.
CoRR, 2024

Lung-CADex: Fully Automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

D-Rax: Domain-Specific Radiologic Assistant Leveraging Multi-modal Data and eXpert Model Predictions.
Proceedings of the Foundation Models for General Medical AI, 2024

MR to CT Synthesis Using 3d Latent Diffusion.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Quantitative Metrics for Benchmarking Medical Image Harmonization.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Enhancing Generalizability in Brain Tumor Segmentation: Model Ensemble with Adaptive Post-Processing.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Zero-Shot Pediatric Tuberculosis Detection in Chest X-Rays Using Self-Supervised Learning.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Child FER: Domain-Agnostic Facial Expression Recognition in Children Using a Secondary Image Diffusion Model.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Harmonization Across Imaging Locations(HAIL): One-Shot Learning for Brain MRI.
CoRR, 2023

SelfFed: Self-supervised Federated Learning for Data Heterogeneity and Label Scarcity in IoMT.
CoRR, 2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Focus on Pediatrics (CBTN-CONNECT-DIPGR-ASNR-MICCAI BraTS-PEDs).
CoRR, 2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn).
CoRR, 2023

The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting.
CoRR, 2023

The ASNR-MICCAI Brain Tumor Segmentation (BraTS) Challenge 2023: Intracranial Meningioma.
CoRR, 2023

Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface.
CoRR, 2023

Epileptic Seizure Classification using Multidimensional EEG Spectrograms.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

Automatic Segmentation of Rare Pediatric Brain Tumors Using Knowledge Transfer From Adult Data.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Motor Imagery Classification Using EEG Spectrograms.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Upper Limb Movement Execution Classification using Electroencephalography for Brain Computer Interface.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Automatic Visual Acuity Loss Prediction in Children with Optic Pathway Gliomas using Magnetic Resonance Imaging.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI.
J. Signal Process. Syst., 2022

Automatic melanoma detection and segmentation in dermoscopy images using deep RetinaNet and conditional random fields.
Multim. Tools Appl., 2022

Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs.
Multim. Tools Appl., 2022

SS-CXR: Multitask Representation Learning using Self Supervised Pre-training from Chest X-Rays.
CoRR, 2022

A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors.
CoRR, 2022

Mental Stress Detection using Data from Wearable and Non-wearable Sensors: A Review.
CoRR, 2022

A Modified U-Net Based Framework for Automated Segmentation of Hippocampus Region in Brain MRI.
IEEE Access, 2022

SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI.
Proceedings of the Medical Image Learning with Limited and Noisy Data, 2022

An Indoor Air Temperature Prediction Framework for Model Predictive Control in HVAC Systems.
Proceedings of the 27th International Conference on Automation and Computing, 2022

2021
DEAR-MULSEMEDIA: Dataset for emotion analysis and recognition in response to multiple sensorial media.
Inf. Fusion, 2021

Expert-novice classification of mobile game player using smartphone inertial sensors.
Expert Syst. Appl., 2021

M-Net with Bidirectional ConvLSTM for Cup and Disc Segmentation in Fundus Images.
CoRR, 2021

Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data.
CoRR, 2021

Smart Approach for Glioma Segmentation in Magnetic Resonance Imaging using Modified Convolutional Network Architecture (U-NET).
Cybern. Syst., 2021

Multi-Domain Feature Fusion for Emotion Classification Using DEAP Dataset.
IEEE Access, 2021

Automatic Detection of Exudates for Daignosis of Non-proliferative Diabetic Retinopathy using Region-based Convolutional Neural Networks.
Proceedings of the International Conference on Frontiers of Information Technology, 2021

Gender Recognition using EEG during Mobile Game Play.
Proceedings of the International Conference on Information Technology, 2021

2020
EEG Based Classification of Long-Term Stress Using Psychological Labeling.
Sensors, 2020

Physiological Sensors Based Emotion Recognition While Experiencing Tactile Enhanced Multimedia.
Sensors, 2020

Classification of Arrhythmia by Using Deep Learning with 2-D ECG Spectral Image Representation.
Remote. Sens., 2020

Natural scene statistics model independent no-reference image quality assessment using patch based discrete cosine transform.
Multim. Tools Appl., 2020

No-reference image quality assessment using bag-of-features with feature selection.
Multim. Tools Appl., 2020

A modular cluster based collaborative recommender system for cardiac patients.
Artif. Intell. Medicine, 2020

A Vision-Based Path Planning and Object Tracking Framework for 6-DOF Robotic Manipulator.
IEEE Access, 2020

EEG Compression Using Motion Compensated Temporal Filtering and Wavelet Based Subband Coding.
IEEE Access, 2020

State-of-the-Art in Brain Tumor Segmentation and Current Challenges.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Brain Tumor Survival Prediction Using Radiomics Features.
Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

Variational Capsule Encoder.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Adipose Tissue Segmentation in Unlabeled Abdomen MRI using Cross Modality Domain Adaptation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
Classification of Perceived Mental Stress Using A Commercially Available EEG Headband.
IEEE J. Biomed. Health Informatics, 2019

Emotion recognition in response to traditional and tactile enhanced multimedia using electroencephalography.
Multim. Tools Appl., 2019

Generation of personalized video summaries by detecting viewer's emotion using electroencephalography.
J. Vis. Commun. Image Represent., 2019

Electroencephalography based Classification of Long-term Stress using Psychological Labeling.
CoRR, 2019

A study on the effects of traditional and olfaction enhanced multimedia on pleasantness classification based on brain activity analysis.
Comput. Biol. Medicine, 2019

Human stress classification using EEG signals in response to music tracks.
Comput. Biol. Medicine, 2019

Secure EEG Signal Transmission for Remote Health Monitoring Using Optical Chaos.
IEEE Access, 2019

Chaos Based Enhanced RC5 Algorithm for Security and Integrity of Clinical Images in Remote Health Monitoring.
IEEE Access, 2019

A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology.
Proceedings of the Radiomics and Radiogenomics in Neuro-oncology, 2019

A Doctor Recommendation System Using Patient's Satisfaction Analysis.
Proceedings of the Intelligent Technologies and Applications, 2019

Electroencephalography Based Machine Learning Framework for Anxiety Classification.
Proceedings of the Intelligent Technologies and Applications, 2019

Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Classification of Perceived Human Stress using Physiological Signals.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Deep Learning for Musculoskeletal Image Analysis.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Visual saliency based redundancy allocation in HEVC compatible multiple description video coding.
Multim. Tools Appl., 2018

Medical Image Analysis using Convolutional Neural Networks: A Review.
J. Medical Syst., 2018

Segmentation of glioma tumors in brain using deep convolutional neural network.
Neurocomputing, 2018

Emotion recognition from facial expressions using hybrid feature descriptors.
IET Image Process., 2018

Multiclass Classification of Cardiac Arrhythmia Using Improved Feature Selection and SVM Invariants.
Comput. Math. Methods Medicine, 2018

Arrhythmia Classification of ECG Signals Using Hybrid Features.
Comput. Math. Methods Medicine, 2018

Ensemble-classifiers-assisted detection of cerebral microbleeds in brain MRI.
Comput. Electr. Eng., 2018

Multi-class Alzheimer's disease classification using image and clinical features.
Biomed. Signal Process. Control., 2018

A Newly Developed Ground Truth Dataset for Visual Saliency in Videos.
IEEE Access, 2018

Pain Prediction in Humans using Human Brain Activity Data.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Smartphone Based Human Breath Analysis from Respiratory Sounds.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Brain tumor segmentation on Multimodal MRI scans using EMAP Algorithm.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Medical image retrieval using deep convolutional neural network.
Neurocomputing, 2017

A statistical analysis based recommender model for heart disease patients.
Int. J. Medical Informatics, 2017

Quantification of Human Stress Using Commercially Available Single Channel EEG Headset.
IEICE Trans. Inf. Syst., 2017

Medical Image Analysis using Convolutional Neural Networks: A Review.
CoRR, 2017

Wrapper method for feature selection to classify cardiac arrhythmia.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Brain tumor segmentation using cascaded deep convolutional neural network.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Human emotion recognition and analysis in response to audio music using brain signals.
Comput. Hum. Behav., 2016

Classification of Expert-Novice Level of Mobile Game Players Using Electroencephalography.
Proceedings of the International Conference on Frontiers of Information Technology, 2016

2015
Autonomous Glaucoma detection from fundus image using cup to disc ratio and hybrid features.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Psychological stress measurement using low cost single channel EEG headset.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Optic disc localization using local vessel based features and support vector machine.
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015


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