Author

Md. Shaheenur Islam Sumon

Observed names: M. D. Shaheenur Islam Sumon, M.S.I. Sumon, Md Shaheenur Islam Sumon, Md. S.I. Sumon, SUMON, MD SHAHEENUR ISLAM, Shaheenur Islam Sumon

Institutions: Independent University, Bangladesh, Qatar University

Observed institutions: Independent University, Bangladesh, Academic Bridge Program, Military Institute of Science and Technology, Qatar University, Qatar Foundation

ORCID: 0000-0001-5839-2826

Observed ORCID: 0000-0001-5839-2826

OpenAlex ID: A5092637169

Machine Learning-Based Early Prediction of Sepsis Using Electronic Health Records: A Systematic Review

2023 · Khandaker Reajul Islam, Johayra Prithula, et al. · Journal of Clinical Medicine · 138

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Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model

2023 · Kanchon Kanti Podder, Maymouna Ezeddin, et al. · Sensors · 68

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ECCDN-Net: A deep learning-based technique for efficient organic and recyclable waste classification

2024 · Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, et al. · Waste Management · 43

Deep Learning Technique for Congenital Heart Disease Detection Using Stacking-Based CNN-LSTM Models From Fetal Echocardiogram: A Pilot Study

2023 · Tawsifur Rahman, Mahmoud Khatib A. A. Al-Ruweidi, et al. · IEEE Access · 37

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CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data

2025 · Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, et al. · Health Information Science and Systems · 33

Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images

2023 · Md. Sakib Abrar Hossain, Sidra Gul, et al. · Sensors · 29

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Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images

2024 · Menatalla M. R. Said, Md. Sakib Bin Islam, et al. · Applied Computational Intelligence and Soft Computing · 25

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Classification and segmentation of kidney MRI images for chronic kidney disease detection

2024 · Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, et al. · Computers & Electrical Engineering · 21

Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation

2025 · E.H. Bhuiyan, M.M. Khan, et al. · Computerized Medical Imaging and Graphics · 20

A Machine Learning Framework for Classroom EEG Recording Classification: Unveiling Learning-Style Patterns

2024 · Rajamanickam Yuvaraj, Shivam Chadha, et al. · Algorithms · 19

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Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation

2024 · Zakaria Shams Siam, Rubyat Tasnuva Hasan, et al. · IEEE Access · 13

Artificial Intelligence and Machine Learning in Lung Cancer: Advances in Imaging, Detection, and Prognosis

2025 · Mohammad Farhan Arshad, Adiba Tabassum Chowdhury, et al. · Cancers · 12

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Integrative Stacking Machine Learning Model for Small Cell Lung Cancer Prediction Using Metabolomics Profiling

2024 · Md. Shaheenur Islam Sumon, Marwan Malluhi, et al. · Cancers · 10

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Self-CephaloNet: a two-stage novel framework using operational neural network for cephalometric analysis

2025 · Md. Shaheenur Islam Sumon, Khandaker Reajul Islam, et al. · Neural Computing and Applications · 7

A Comparative Study of Decoders for Liver and Tumor Segmentation Using a Self-ONN-Based Cascaded Framework

2024 · Sidra Gul, Muhammad Salman Khan, et al. · Diagnostics · 7

Sign Language Word Detection Using LRCN

2024 · Md. Shaheenur Islam Sumon, Muttakee Bin Ali, et al. · IOP Conference Series Materials Science and Engineering · 6

SERS on analyte-enriched blood for rapid, culture-free sepsis recognition and causative pathogen identification with super operational neural networks

2025 · Manal Hassan, Md Sakib Bin Islam, et al. · Talanta · 5

Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal

2023 · Md. Shaheenur Islam Sumon, Tasmir Ahmed, et al. · International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD) · 5

GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults

2024 · Proma Dutta, Kanchon Kanti Podder, et al. · IEEE Access · 4

Multi-class subarachnoid hemorrhage severity prediction: addressing challenges in predicting rare outcomes

2025 · Muhammad Mohsin Khan, Adiba Tabassum Chowdhury, et al. · Neurosurgical Review · 3

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Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet

2025 · Md. Shaheenur Islam Sumon, Muhammad E.H. Chowdhury, et al. · Computers in Biology and Medicine · 3

A Comprehensive Machine Learning Approach for COVID-19 Target Discovery in the Small-Molecule Metabolome

2025 · Md. Shaheenur Islam Sumon, Md. Sakib Abrar Hossain, et al. · Metabolites · 3

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Enhancing Influenza Detection through Integrative Machine Learning and Nasopharyngeal Metabolomic Profiling: A Comprehensive Study

2024 · Md. Shaheenur Islam Sumon, Md Sakib Abrar Hossain, et al. · Diagnostics · 3

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Development of Low Cost, Automated Digital Microscopes Allowing Rapid Whole Slide Imaging for Detecting Malaria

2024 · Md. Sakib Bin Islam, Jahidul Islam, et al. · Springer eBooks · 3

Floating waste detection using deep learning: a comparative study of YOLO, RT-DETR, and faster R-CNN

2026 · Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, et al. · Neural Computing and Applications · 2

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Works count: 36

Citation count: 520

H-index: 12

I10-index: 13