Muhammad E. H. Chowdhury

116 papers Journal 115Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D Foot Kinetics Estimation From Distributed VGRF From Smart Insoles via 1D Domain Transformation. IEEE J. Biomed. Health Informatics Sakib Mahmud, Muhammad E. H. Chowdhury, Faycal Bensaali
2026	J	`jnl`	A comprehensive review of convolutional neural networks: foundations, enhancements and applications. Neural Comput. Appl. Md. Himel Reza, Md. Noman Biswas Sibly, Shaikh Golam Rabbani, Shafayetul Huda Sadi, Md. Faysal Ahamed, Fariya Bintay Shafi, Rusab Sarmun, Muhammad E. H. Chowdhury
2026	J	`jnl`	A novel deep learning approach with feature injection technique for automated gait detection in parkinson's disease using multi-modal data. Int. J. Data Sci. Anal. Faizul Rakib Sayem, Mosabber Uddin Ahmed, Hanan Khalil, Shona Pedersen, Mohamed Sultan Bin Mohamed Ali, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2026	J	`jnl`	Alignment-Aware and Reliability-Gated Multimodal Fusion for Unmanned Aerial Vehicle Detection Across Heterogeneous Thermal-Visual Sensors. CoRR Ishrat Jahan, Molla E. Majid, M. Murugappan, Muhammad E. H. Chowdhury, N. B. Prakash, Saad Bin Abul Kashem, Balamurugan Balusamy, Amith Khandakar
2026	J	`jnl`	Cross-Sensor Bushfire Detection Using Supervised Domain Adaptation. IEEE Access Md. Farhan Shakib, Md. Shahid Uz Zaman, Md. Al Mamun, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Azmain Yakin Srizon, A. F. M. Minhazur Rahman
2026	J	`jnl`	Enhancing kidney stone segmentation in computed tomography images through successive scope reduction and intra-framework feature transfer. Biomed. Signal Process. Control. Sakib Mahmud, Muhammad E. H. Chowdhury, Tariq O. Abbas, Faycal Bensaali
2026	J	`jnl`	Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation. IEEE Access Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan
2026	J	`jnl`	FootSegONN: an ensemble of Self-ONN-based models for diabetic foot ulcer segmentation. Neural Comput. Appl. Md. Shaheenur Islam Sumon, Saadia Binte Alam, Rashedur Rahman, Rusab Sarmun, Md. Mezbah Ahmed Mahedi, Zaid Bin Mahbub, Rumana Habib, Muhammad E. H. Chowdhury
2026	J	`jnl`	Point cloud-based three-dimensional segmentation of teeth from Cone Beam Computed Tomography images. Eng. Appl. Artif. Intell. Mehrin Newaz, Muhammad E. H. Chowdhury, Rusab Sarmun
2026	J	`jnl`	ResTANet: A Deep Residual Neural Architecture for Tamil Handwritten Character Recognition. IEEE Access Hariharan Periyasamy, Sasikaladevi Natarajan, M. Murugappan, Muhammad E. H. Chowdhury
2026	J	`jnl`	Self-DenseMobileNet: A robust framework for lung nodule classification using Self-ONN and stacking-based meta-classifier. Biomed. Signal Process. Control. Md. Sohanur Rahman, Muhammad E. H. Chowdhury, Hasib Ryan Rahman, Mosabber Uddin Ahmed, Muhammad Ashad Kabir, Rusab Sarmun
2026	J	`jnl`	Sepsis mortality prediction using machine learning and deep learning - a systematic review. BMC Medical Informatics Decis. Mak. Mohannad Natheef AbuHaweeleh, Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury, Shona Pedersen
2026	J	`jnl`	TEANet: A Transpose-Enhanced Autoencoder Network for Stress Monitoring on Resource-Constrained Wearable Device. IEEE Access Md Santo Ali, Sapnil Sarker Bipro, Mohammod Abdul Motin, Sumaiya Kabir, Manish Sharma, Muhammad E. H. Chowdhury
2026	J	`jnl`	Tracing 3D Anatomy in 2D Strokes: A Multi-Stage Projection Driven Approach to Cervical Spine Fracture Identification. CoRR Fabi Nahian Madhurja, Rusab Sarmun, Muhammad E. H. Chowdhury, Adam Mushtak, Israa Al-Hashimi, Sohaib Bassam Zoghoul
2025	J	`jnl`	A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI. IEEE Access Oishi Jyoti, Hafsa Binte Kibria, Zareen Tasnim Pear, Md. Nahiduzzaman, Md. Faysal Ahamed, Khandaker Reajul Islam, Jaya Kumar, Muhammad E. H. Chowdhury
2025	J	`jnl`	A Novel Partitioned Random Forest Method-Based Facial Emotion Recognition. IEEE Access Hanif Heidari, M. Murugappan, Javeed Shaikh-Mohammed, Muhammad E. H. Chowdhury
2025	J	`jnl`	A novel 1D generative adversarial network-based framework for atrial fibrillation detection using restored wrist photoplethysmography signals. Biomed. Signal Process. Control. Faizul Rakib Sayem, Mosabber Uddin Ahmed, Saadia Binte Alam, Sakib Mahmud, Md. Mamun Sheikh, Abdulrahman Alqahtani, Md. Ahasan Atick Faisal, Muhammad E. H. Chowdhury
2025	J	`jnl`	A novel classical machine learning framework for early sepsis prediction using electronic health record data from ICU patients. Comput. Biol. Medicine Johayra Prithula, Khandaker Reajul Islam, Jaya Kumar, Toh Leong Tan, Mamun Bin Ibne Reaz, Tawsifur Rahman, Susu M. Zughaier, Muhammad Salman Khan, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Advanced Deep Learning and Large Language Models: Comprehensive Insights for Cancer Detection. CoRR Yassine Habchi, Hamza Kheddar, Yassine Himeur, Adel Belouchrani, Erchin Serpedin, Fouad Khelifi, Muhammad E. H. Chowdhury
2025	J	`jnl`	Advanced deep learning and large language models: Comprehensive insights for cancer detection. Image Vis. Comput. Yassine Habchi, Hamza Kheddar, Yassine Himeur, Adel Belouchrani, Erchin Serpedin, Fouad Khelifi, Muhammad E. H. Chowdhury
2025	J	`jnl`	An Anatomy Aware Hybrid Deep Learning Framework for Lung Cancer Tumor Stage Classification. CoRR Saniah Kayenat Chowdhury, Rusab Sarmun, Muhammad E. H. Chowdhury, Sohaib Bassam Zoghoul, Israa Al-Hashimi, Adam Mushtak, Amith Khandakar
2025	J	`jnl`	An End-to-End Concatenated CNN Attention Model for the Classification of Lung Cancer With XAI Techniques. IEEE Access Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismail Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury
2025	J	`jnl`	An Ensemble Deep Learning Approach for Accurate Urinary Sediment Detection Using YOLOv9e and KD-YOLOX-ViT. IEEE Access Mansura Naznine, Abdus Salam, Muhammad Mohsin Khan, Sadia Farhana Nobi, Muhammad E. H. Chowdhury
2025	J	`jnl`	Automated Landfill Detection Using Deep Learning: A Comparative Study of Lightweight and Custom Architectures with the AerialWaste Dataset. CoRR Nowshin Sharmily, Rusab Sarmun, Muhammad E. H. Chowdhury, Mir Hamidul Hussain, Saad Bin Abul Kashem, Molla E. Majid, Amith Khandakar
2025	J	`jnl`	Automated detection of posterior urethral valves in voiding cystourethrography images: A novel AI-Based pipeline for enhanced diagnosis and classification. Comput. Biol. Medicine Saidul Kabir, Rusab Sarmun, Elias Ramírez-Velázquez, Anil Takvani, Mansour Ali, Muhammad E. H. Chowdhury, Tariq O. Abbas
2025	J	`jnl`	CASR-Net: An Image Processing-focused Deep Learning-based Coronary Artery Segmentation and Refinement Network for X-ray Coronary Angiogram. CoRR Alvee Hassan, Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Md Sakib Abrar Hossain, Sakib Mahmud, Abdulrahman Alqahtani, Sohaib Bassam Zoghoul, Amith Khandakar, Susu M. Zughaier, Somaya Al-Máadeed, Anwarul Hasan
2025	J	`jnl`	CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data. CoRR Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	CardioTabNet: a novel hybrid transformer model for heart disease prediction using tabular medical data. Health Inf. Sci. Syst. Md. Shaheenur Islam Sumon, Md. Sakib Bin Islam, Md. Sohanur Rahman, Md Sakib Abrar Hossain, Amith Khandakar, Anwarul Hasan, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Classification of glioma grade and Ki-67 level prediction in MRI data: A SHAP-driven interpretation. Comput. Medical Imaging Graph. Enamul Hoque Bhuiyan, Muntakim Mahmud Khan, Hossain Shahriar, R. Rahman, Q. Luo, Md. Forhad Hossain, K. Wang, Md. Shaheenur Islam Sumon, S. Khalid, M. Karaman, J. Zhang, Muhammad E. H. Chowdhury, W. Zhu, X. J. Zhou
2025	J	`jnl`	Decoding silent speech: a machine learning perspective on data, methods, and frameworks. Neural Comput. Appl. Adiba Tabassum Chowdhury, Mehrin Newaz, Purnata Saha, Mohannad Natheef AbuHaweeleh, Sara Mohsen, Diala Bushnaq, Malek Chabbouh, Raghad Aljindi, Shona Pedersen, Muhammad E. H. Chowdhury
2025	J	`jnl`	Deep Learning in Automated Power Line Inspection: A Review. CoRR Md. Ahasan Atick Faisal, Imene Mecheter, Yazan Qiblawey, Javier Hernandez Fernandez, Muhammad E. H. Chowdhury, Serkan Kiranyaz
2025	J	`jnl`	Deep Learning-Based Coding Strategy for Improved Cochlear Implant Speech Perception in Noisy Environments. IEEE Access Billel Essaid, Hamza Kheddar, Noureddine Batel, Muhammad E. H. Chowdhury
2025	J	`jnl`	Deep Learning-Driven Segmentation of Ischemic Stroke Lesions Using Multi-Channel MRI. CoRR Ashiqur Rahman, Muhammad E. H. Chowdhury, Md Sharjis Ibne Wadud, Rusab Sarmun, Adam Mushtak, Sohaib Bassam Zoghoul, Israa Al-Hashimi
2025	J	`jnl`	Deep learning and vision transformers-based framework for breast cancer and subtype identification. Neural Comput. Appl. Ishrat Jahan, Muhammad E. H. Chowdhury, Semir Vranic, Rafif Mahmood Al Saady, Saidul Kabir, Zahid Hasan Pranto, Sabiha Jahan Mim, Sadia Farhana Nobi
2025	J	`jnl`	Deep learning-based beat-to-beat arterial blood pressure estimation using distant radar signals. Neural Comput. Appl. Chowdhury Farhan Ahmed, Md Kamal Hosain, Md. Shafayet Hossain, Muhammad E. H. Chowdhury, Sakib Mahmud, Muhammad Ashad Kabir, Abdulrahman Alqahtani, Anwarul Hasan
2025	J	`jnl`	Deep learning-driven segmentation of ischemic stroke lesions using multi-channel MRI. Biomed. Signal Process. Control. Ashiqur Rahman, Muhammad E. H. Chowdhury, Md Sharjis Ibne Wadud, Rusab Sarmun, Adam Mushtak, Sohaib Bassam Zoghoul, Israa Al-Hashimi
2025	J	`jnl`	Diffuse glioma classification with deep learning and explainability: addressing challenges in histopathology image analysis. Soft Comput. Ishrat Jahan, Rafif Mahmood Al Saady, Semir Vranic, Muhammad E. H. Chowdhury
2025	J	`jnl`	Enhanced coronary artery segmentation and stenosis detection: Leveraging novel deep learning techniques. Biomed. Signal Process. Control. Abu Jaffor Morshedul Abedin, Rusab Sarmun, Adam Mushtak, Mohamed Sultan Bin Mohamed Ali, Anwarul Hasan, Ponnuthurai Nagaratnam Suganthan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification. IEEE Access Rajendra Babu Chikkala, Chinta Anuradha, Patnala S. R. Chandra Murty, S. Rajeswari, N. Rajeswaran, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Enhancing waste sorting and recycling efficiency: robust deep learning-based approach for classification and detection. Neural Comput. Appl. Faizul Rakib Sayem, Md. Sakib Bin Islam, Mansura Naznine, Mohammad Nashbat, Mazhar Hasan-Zia, Ali K. Ansaruddin Kunju, Amith Khandakar, Azad Ashraf, Molla E. Majid, Saad Bin Abul Kashem, Muhammad E. H. Chowdhury
2025	J	`jnl`	GastroViT: A Vision Transformer Based Ensemble Learning Approach for Gastrointestinal Disease Classification with Grad CAM & SHAP Visualization. CoRR Sumaiya Tabassum, Md. Faysal Ahamed, Hafsa Binte Kibria, Md. Nahiduzzaman, Julfikar Haider, Muhammad E. H. Chowdhury, Mohammad Tariqul Islam
2025	J	`jnl`	Glioma Grade Classification: Hypertuned CNN With Saliency-Based Insight From MRI. IEEE Access Khondakar A. Shahriar, Enamul Hoque Bhuiyan, Md. Forhad Hossain, Rakibur Rahman, Muhammad E. H. Chowdhury
2025	J	`jnl`	Improving pediatric trauma care: an automated system for wrist trauma detection using GELAN. Neural Comput. Appl. Promit Basak, Adam Mushtak, Mohamed Ouda, Sadia Farhana Nobi, Anwarul Hasan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Intrusion Detection for Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach. IEEE Access Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury
2025	J	`jnl`	MSEUnet: Refined Intima-media segmentation of the carotid artery based on a multi-scale approach using patch-wise dice loss. Biomed. Signal Process. Control. Najmath Ottakath, Younes Akbari, Somaya Al-Máadeed, Muhammad E. H. Chowdhury, Susu M. Zughaier, Ahmed Bouridane, Kishor Kumar Sadasivuni
2025	J	`jnl`	MSRANetV2: An Explainable Deep Learning Architecture for Multi-class Classification of Colorectal Histopathological Images. CoRR Ovi Sarkar, Md Shafiuzzaman, Md. Faysal Ahamed, Golam Mahmud, Muhammad E. H. Chowdhury
2025	J	`jnl`	Machine learning for predicting outcomes of transcatheter aortic valve implantation: A systematic review. Int. J. Medical Informatics Ruba Sulaiman, Md. Ahasan Atick Faisal, Maram Hasan, Muhammad E. H. Chowdhury, Faycal Bensaali, Abdulrahman Alnabti, Huseyin Cagatay Yalcin
2025	J	`jnl`	Machine-agnostic automated lumbar MRI segmentation using a cascaded model based on generative neurons. Expert Syst. Appl. Promit Basak, Rusab Sarmun, Saidul Kabir, Israa Al-Hashimi, Enamul Hoque Bhuiyan, Anwarul Hasan, Muhammad Salman Khan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Multicentered Data Based Polyp Detection Using Colonoscopy Images Using DNN. Int. J. Imaging Syst. Technol. Abdus Salam, Moajjem Hossain Chowdhury, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Multiclass ensemble framework for enhanced prostate gland Segmentation: Integrating Self-ONN decoders with EfficientNet. Comput. Biol. Medicine Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Enamul Hoque Bhuiyan, Md. Sohanur Rahman, Muntakim Mahmud Khan, Israa Al-Hashimi, Adam Mushtak, Sohaib Bassam Zoghoul
2025	J	`jnl`	Optimizing energy efficiency through precise occupancy detection: A tailored CNN architecture for smart buildings and beyond. Neural Comput. Appl. Aya Nabil Sayed, Sakib Mahmud, Faycal Bensaali, Muhammad E. H. Chowdhury, Yassine Himeur
2025	J	`jnl`	ROSE-Net: Leveraging remote photoplethysmography to estimate oxygen saturation using deep learning. Biomed. Signal Process. Control. Moajjem Hossain Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Muhammad Salman Khan, Muhammad E. H. Chowdhury
2025	J	`jnl`	Rapid wall shear stress prediction for aortic aneurysms using deep learning: a fast alternative to CFD. Medical Biol. Eng. Comput. Md. Ahasan Atick Faisal, Onur Mutlu, Sakib Mahmud, Anas Tahir, Muhammad E. H. Chowdhury, Faycal Bensaali, Abdulrahman Alnabti, Mehmet Metin Yavuz, Ayman El-Menyar, Hassan Al-Thani, Huseyin Cagatay Yalcin
2025	J	`jnl`	SER inspired deep learning approach to detect cardiac arrhythmias in electrocardiogram signals using Temporal Convolutional Network and graph neural network. Comput. Biol. Medicine Samin Yaser, Muhammad E. H. Chowdhury, Rusab Sarmun
2025	J	`jnl`	Self-CephaloNet: A Two-stage Novel Framework using Operational Neural Network for Cephalometric Analysis. CoRR Md. Shaheenur Islam Sumon, Khandaker Reajul Islam, Tanzila Rafique, Gazi Shamim Hassan, Md Sakib Abrar Hossain, Kanchon Kanti Podder, Noha Barhom, Faleh Tamimi, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2025	J	`jnl`	Self-CephaloNet: a two-stage novel framework using operational neural network for cephalometric analysis. Neural Comput. Appl. Md. Shaheenur Islam Sumon, Khandaker Reajul Islam, Md Sakib Abrar Hossain, Tanzila Rafique, Ranjit Ghosh, Gazi Shamim Hassan, Kanchon Kanti Podder, Noha Barhom, Faleh Tamimi, Muhammad E. H. Chowdhury
2025	J	`jnl`	Self-DSNet: A Novel Self-ONNs Based Deep Learning Framework for Multimodal Driving Distraction Detection. IEEE Access Mamun Or Rashid, Md. Mosarrof Hossen, Mohammad Nashbat, Mazhar Hasan-Zia, Ali K. Ansaruddin Kunju, Amith Khandakar, Azad Ashraf, Molla E. Majid, Saad Bin Abul Kashem, Muhammad E. H. Chowdhury
2025	J	`jnl`	VisioDECT: a novel approach to drone detection using CBAM-integrated YOLO and GELAN-E models. Neural Comput. Appl. Md. Sakib Bin Islam, Muhammad E. H. Chowdhury, Mazhar Hasan-Zia, Saad Bin Abul Kashem, Molla E. Majid, Ali K. Ansaruddin Kunju, Amith Khandakar, Azad Ashraf, Mohammad Nashbat
2025	J	`jnl`	YOLO-DefXpert: An Advanced Defect Detection on PCB Surfaces Using Improved YOLOv11 Algorithm. IEEE Access Prabu Selvam, R. Rajasekar, C. Gunasundari, S. Janu Priya, M. Murugappan, Muhammad E. H. Chowdhury
2025	J	`jnl`	YOLO-SAIL: Attention-Enhanced YOLOv5 With Optimized Bi-FPN for Ship Target Detection in SAR Images. IEEE Access Prabu Selvam, P. Shanmuga Sundari, M. Tamilselvi, T. Suresh, M. Murugappan, Muhammad E. H. Chowdhury
2024	J	`jnl`	A Machine Learning Framework for Classroom EEG Recording Classification: Unveiling Learning-Style Patterns. Algorithms Yuvaraj Rajamanickam, Shivam Chadha, A. Amalin Prince, M. Murugappan, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury
2024	J	`jnl`	A Reliable and Robust Deep Learning Model for Effective Recyclable Waste Classification. IEEE Access Md. Mosarrof Hossen, Molla E. Majid, Saad Bin Abul Kashem, Amith Khandakar, Mohammad Nashbat, Azad Ashraf, Mazhar Hasan-Zia, Ali K. Ansaruddin Kunju, Saidul Kabir, Muhammad E. H. Chowdhury
2024	J	`jnl`	A novel approach for Parkinson's disease detection using Vold-Kalman order filtering and machine learning algorithms. Neural Comput. Appl. Fatma Latifoglu, Sultan Penekli, Firat Orhanbulucu, Muhammad E. H. Chowdhury
2024	J	`jnl`	A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN. Expert Syst. Appl. Promit Basak, A. H. M. Nazmus Sakib, Muhammad E. H. Chowdhury, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud, Serkan Kiranyaz, Somaya Al-Máadeed
2024	J	`jnl`	Advanced Artificial Intelligence Algorithms in Cochlear Implants: Review of Healthcare Strategies, Challenges, and Perspectives. CoRR Billel Essaid, Hamza Kheddar, Noureddine Batel, Abderrahmane Lakas, Muhammad E. H. Chowdhury
2024	J	`jnl`	An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning. Cogn. Comput. Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Somaya Al-Madeed, Susu M. Zughaier, Suhail A. R. Doi, Hanadi Hassen, Mohammad Tariqul Islam
2024	J	`jnl`	Artificial Intelligence for Cochlear Implants: Review of Strategies, Challenges, and Perspectives. IEEE Access Billel Essaid, Hamza Kheddar, Noureddine Batel, Muhammad E. H. Chowdhury, Abderrahmane Lakas
2024	J	`jnl`	Assessing the Effects of Music on Anxiety and Performance in Tasks Using Heart Rate Variability and Mean Arterial Pressure. IEEE Access M. Nithya Mylakumar, B. Geethanjali, Jagannath Mohan, Raamanarayanan AnanthaNarayanan, M. Murugappan, Muhammad E. H. Chowdhury
2024	J	`jnl`	Automated Colorectal Polyps Detection from Endoscopic Images using MultiResUNet Framework with Attention Guided Segmentation. Hum. Centric Intell. Syst. Md. Faysal Ahamed, Md. Rabiul Islam, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani, M. Murugappan
2024	J	`jnl`	Automated grading of prenatal hydronephrosis severity from segmented kidney ultrasounds using deep learning. Expert Syst. Appl. Sakib Mahmud, Tariq O. Abbas, Muhammad E. H. Chowdhury, Adam Mushtak, Saidul Kabir, Sreekumar Muthiyal, Alaa Koko, Ahmed Balla Abdalla Altyeb, Abdulrahman Alqahtani, Amith Khandakar, Sheikh Mohammed Shariful Islam
2024	J	`jnl`	Bi-attention DoubleUNet: A deep learning approach for carotid artery segmentation in transverse view images for non-invasive stenosis diagnosis. Biomed. Signal Process. Control. Najmath Ottakath, Younes Akbari, Sumaya Ali S. A. Al-Máadeed, Ahmed Bouridane, Susu M. Zughaier, Muhammad E. H. Chowdhury
2024	J	`jnl`	Classification and segmentation of kidney MRI images for chronic kidney disease detection. Comput. Electr. Eng. Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Rusab Sarmun, Enamul Hoque Bhuiyan, Muhammad E. H. Chowdhury
2024	J	`jnl`	Cognitive Load Estimation Using a Hybrid Cluster-Based Unsupervised Machine Learning Technique. IEEE Access Iqbal Hassan, Monica Zolezzi, Hanan Khalil, Rafif Mahmood Al Saady, Shona Pedersen, Muhammad E. H. Chowdhury
2024	J	`jnl`	Correction: Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3. BMC Medical Informatics Decis. Mak. Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2024	J	`jnl`	Deep learning in computed tomography pulmonary angiography imaging: A dual-pronged approach for pulmonary embolism detection. Expert Syst. Appl. Fabiha Bushra, Muhammad E. H. Chowdhury, Rusab Sarmun, Saidul Kabir, Menatalla Said, Sohaib Bassam Zoghoul, Adam Mushtak, Israa Al-Hashimi, Abdulrahman Alqahtani, Anwarul Hasan
2024	J	`jnl`	Diabetic Foot Ulcer Detection: Combining Deep Learning Models for Improved Localization. Cogn. Comput. Rusab Sarmun, Muhammad E. H. Chowdhury, M. Murugappan, Ahmed Aqel, Maymouna Ezzuddin, Syed Mahfuzur Rahman, Amith Khandakar, Sanzida Akter, Rashad Alfkey, Anwarul Hasan
2024	J	`jnl`	Embedded System-Based Malaria Detection From Blood Smear Images Using Lightweight Deep Learning Model. Int. J. Imaging Syst. Technol. Abdus Salam, S. M. Nahid Hasan, Md. Jawadul Karim, Shamim Anower, Md. Nahiduzzaman, Muhammad E. H. Chowdhury, M. Murugappan
2024	J	`jnl`	Enhance data availability and network consistency using artificial neural network for IoT. Multim. Tools Appl. Mujahid Tabassum, Sundresan Perumal, Saad Bin Abul Kashem, Ponnan Suresh, Chinmay Chakraborty, Muhammad E. H. Chowdhury, Amith Khandakar
2024	J	`jnl`	Enhancing Bearing Fault Diagnosis Using Transfer Learning and Random Forest Classification: A Comparative Study on Variable Working Conditions. IEEE Access Durjay Saha, Md. Emdadul Hoque, Muhammad E. H. Chowdhury
2024	J	`jnl`	Enhancing intima-media complex segmentation with a multi-stage feature fusion-based novel deep learning framework. Eng. Appl. Artif. Intell. Rusab Sarmun, Saidul Kabir, Johayra Prithula, Abdulrahman Alqahtani, Sohaib Bassam Zoghoul, Israa Al-Hashimi, Adam Mushtak, Muhammad E. H. Chowdhury
2024	J	`jnl`	Ensemble Machine Learning Model for Inner Speech Recognition: A Subject-Specific Investigation. CoRR Shahamat Mustavi Tasin, Muhammad E. H. Chowdhury, Shona Pedersen, Malek Chabbouh, Diala Bushnaq, Raghad Aljindi, Saidul Kabir, Anwarul Hasan
2024	J	`jnl`	ExoventQ: A Novel Low-Cost Portable Negative Pressure Ventilator Design and Implementation. IEEE Access Shahd Sameer Mohammed Gaben, Nada Abughanam, Nabil Ibtehaz, Sakib Mahmud, Ghada Al Noaimi, Abdulrahman Alqahtani, Amith Khandakar, Muhammad E. H. Chowdhury
2024	J	`jnl`	FPGA Implementation of Complex-Valued Neural Network for Polar-Represented Image Classification. Sensors Maruf Ahmad, Lei Zhang, Muhammad E. H. Chowdhury
2024	J	`jnl`	GearFaultNet: Novel Network for Automatic and Early Detection of Gearbox Faults. IEEE Access Proma Dutta, Kanchon Kanti Podder, Md. Shaheenur Islam Sumon, Muhammad E. H. Chowdhury, Amith Khandakar, Nasser Al-Emadi, Moajjem Hossain Chowdhury, M. Murugappan, Mohamed Arselene Ayari, Sakib Mahmud, S. M. Muyeen
2024	J	`jnl`	Improving MRI Resolution: A Cycle Consistent Generative Adversarial Network-Based Approach for 3T to 7T Translation. IEEE Access Zakaria Shams Siam, Rubyat Tasnuva Hasan, Moajjem Hossain Chowdhury, Md. Shaheenur Islam Sumon, Mamun Bin Ibne Reaz, Sawal Hamid Bin Mohd Ali, Adam Mushtak, Israa Al-Hashimi, Sohaib Bassam Zoghoul, Muhammad E. H. Chowdhury
2024	J	`jnl`	Innovative Deep Learning Architecture for the Classification of Lung and Colon Cancer From Histopathology Images. Appl. Comput. Intell. Soft Comput. Menatalla Said, Md. Sakib Bin Islam, Md. Shaheenur Islam Sumon, Semir Vranic, Rafif Mahmood Al Saady, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury, Shona Pedersen
2024	J	`jnl`	LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams. Biomed. Signal Process. Control. Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Mamun Bin Ibne Reaz, Sawal Hamid Md. Ali, Seyed Mehdi Rakhtala, M. Murugappan, Sakib Mahmud, Md Nazmul Islam Shuzan, Ahmad Ashrif A. Bakar, Mohd Ibrahim Bin Shapiai, Muhammad Salman Khan, Amith Khandakar
2024	J	`jnl`	M2ECG: Wearable Mechanocardiograms to Electrocardiogram Estimation Using Deep Learning. IEEE Access Malisha Islam Tapotee, Purnata Saha, Sakib Mahmud, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2024	J	`jnl`	MMG-net: Multi modal approach to estimate blood glucose using multi-stream and cross modality attention. Biomed. Signal Process. Control. Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Abdulrahman Alqahtani
2024	J	`jnl`	Machine learning-based prognostic model for 30-day mortality prediction in Sepsis-3. BMC Medical Informatics Decis. Mak. Md. Sohanur Rahman, Khandaker Reajul Islam, Johayra Prithula, Jaya Kumar, Mufti Mahmud, Mohammed Fasihul Alam, Mamun Bin Ibne Reaz, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2024	J	`jnl`	Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons. CoRR Promit Basak, Rusab Sarmun, Saidul Kabir, Israa Al-Hashimi, Enamul Hoque Bhuiyan, Anwarul Hasan, Muhammad Salman Khan, Muhammad E. H. Chowdhury
2024	J	`jnl`	Mulberry Leaf Disease Detection Using CNN-Based Smart Android Application. IEEE Access Abdus Salam, Mansura Naznine, Nusrat Jahan, Emama Nahid, Md. Nahiduzzaman, Muhammad E. H. Chowdhury
2024	J	`jnl`	Novel multimodal emotion detection method using Electroencephalogram and Electrocardiogram signals. Biomed. Signal Process. Control. Purnata Saha, Ali K. Ansaruddin Kunju, Molla E. Majid, Saad Bin Abul Kashem, Mohammad Nashbat, Azad Ashraf, Mazhar Hasan-Zia, Amith Khandakar, Md. Shafayet Hossain, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
2024	—	`conf`	Phonocardiogram Classification Based on 1D CNN with Pitch-Shifting and Signal Uniformity Techniques. EUSIPCO Zafar Ahmad, Muhammad Salman Khan, Muhammad E. H. Chowdhury, Susu M. Zughaier, Wanis Hamad Ibrahim
2024	J	`jnl`	QU-GM: An IoT Based Glucose Monitoring System From Photoplethysmography, Blood Pressure, and Demographic Data Using Machine Learning. IEEE Access Md Nazmul Islam Shuzan, Moajjem Hossain Chowdhury, Muhammad E. H. Chowdhury, Khalid Abualsaud, Elias Yaacoub, Md. Ahasan Atick Faisal, Mazun Alshahwani, Noora Al Bordeni, Fatima Al-Kaabi, Shada Al-Mohannadi, Sakib Mahmud, Nizar Zorba
2024	J	`jnl`	Restoration of magnetohydrodynamic-corrupted 12-lead electrocardiogram to enhance cardiac monitoring during magnetic resonance imaging. Eng. Appl. Artif. Intell. Sakib Mahmud, Muhammad E. H. Chowdhury, Moajjem Hossain Chowdhury, Abdulrahman Alqahtani, Zaid Bin Mahbub, Faycal Bensaali, Serkan Kiranyaz
2024	J	`jnl`	Restoration of motion-corrupted EEG signals using attention-guided operational CycleGAN. Eng. Appl. Artif. Intell. Sakib Mahmud, Muhammad E. H. Chowdhury, Serkan Kiranyaz, Nasser Al-Emadi, Anas M. Tahir, Md. Shafayet Hossain, Amith Khandakar, Somaya Al-Máadeed
2024	J	`jnl`	Robust and novel attention guided MultiResUnet model for 3D ground reaction force and moment prediction from foot kinematics. Neural Comput. Appl. Md. Ahasan Atick Faisal, Sakib Mahmud, Muhammad E. H. Chowdhury, Amith Khandakar, Mosabber Uddin Ahmed, Abdulrahman Alqahtani, Mohammed Alhatou
2024	J	`jnl`	Self-DenseMobileNet: A Robust Framework for Lung Nodule Classification using Self-ONN and Stacking-based Meta-Classifier. CoRR Md. Sohanur Rahman, Muhammad E. H. Chowdhury, Hasib Ryan Rahman, Mosabber Uddin Ahmed, Muhammad Ashad Kabir, Sanjiban Sekhar Roy, Rusab Sarmun
2024	J	`jnl`	Surround-Screen Mobile Based Projection: Design and Implementation of Mobile Cave Virtual Reality. IEEE Access Abdel Ghani Karkar, Muhammad E. H. Chowdhury, Naveed Nawaz, Somaya Al-Máadeed
2024	J	`jnl`	TB-CXRNet: Tuberculosis and Drug-Resistant Tuberculosis Detection Technique Using Chest X-ray Images. Cogn. Comput. Tawsifur Rahman, Amith Khandakar, Ashiqur Rahman, Susu M. Zughaier, Muna Al Maslamani, Moajjem Hossain Chowdhury, Anas M. Tahir, Md Sakib Abrar Hossain, Muhammad E. H. Chowdhury
2024	J	`jnl`	The utility of a deep learning-based approach in Her-2/neu assessment in breast cancer. Expert Syst. Appl. Saidul Kabir, Semir Vranic, Rafif Mahmood Al Saady, Muhammad Salman Khan, Rusab Sarmun, Abdulrahman Alqahtani, Tariq O. Abbas, Muhammad E. H. Chowdhury
2024	J	`jnl`	Wearable wrist to finger photoplethysmogram translation through restoration using super operational neural networks based 1D-CycleGAN for enhancing cardiovascular monitoring. Expert Syst. Appl. Sakib Mahmud, Muhammad E. H. Chowdhury, Serkan Kiranyaz, Malisha Islam Tapotee, Purnata Saha, Anas M. Tahir, Amith Khandakar, Abdulrahman Alqahtani
2023	J	`jnl`	A Novel Approach to Monitor Head Movement Inside an MR Scanner Using Voltages Induced in Coils by Time-Varying Gradients. IEEE Access Enamul Hoque Bhuiyan, Muhammad E. H. Chowdhury, Paul Glover
2023	J	`jnl`	A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN. CoRR Promit Basak, A. H. M. Nazmus Sakib, Muhammad E. H. Chowdhury, Nasser Al-Emadi, Huseyin Cagatay Yalcin, Shona Pedersen, Sakib Mahmud, Serkan Kiranyaz, Somaya Al-Máadeed
2023	J	`jnl`	AI-Driven Personalised Offloading Device Prescriptions: A Cutting-Edge Approach to Preventing Diabetes-Related Plantar Forefoot Ulcers and Complications. CoRR Sayed Ahmed, Muhammad Ashad Kabir, Muhammad E. H. Chowdhury, Susan Nancarrow
2023	J	`jnl`	Deep Learning Framework for Liver Segmentation from T1-Weighted MRI Images. Sensors Md Sakib Abrar Hossain, Sidra Gul, Muhammad E. H. Chowdhury, Muhammad Salman Khan, Md. Shaheenur Islam Sumon, Enamul Hoque Bhuiyan, Amith Khandakar, Muhammad Maqsud Hossain, Abdus Sadique, Israa Al-Hashimi, Mohamed Arselene Ayari, Sakib Mahmud, Abdulrahman Alqahtani
2023	J	`jnl`	Deep Learning Technique for Congenital Heart Disease Detection Using Stacking-Based CNN-LSTM Models From Fetal Echocardiogram: A Pilot Study. IEEE Access Tawsifur Rahman, Mahmoud Khatib A. A. Al-Ruweidi, Md. Shaheenur Islam Sumon, Reema Youssef Kamal, Muhammad E. H. Chowdhury, Huseyin Cagatay Yalcin
2023	J	`jnl`	Deep Learning in Computed Tomography Pulmonary Angiography Imaging: A Dual-Pronged Approach for Pulmonary Embolism Detection. CoRR Fabiha Bushra, Muhammad E. H. Chowdhury, Rusab Sarmun, Saidul Kabir, Menatalla Said, Sohaib Bassam Zoghoul, Adam Mushtak, Israa Al-Hashimi, Abdulrahman Alqahtani, Anwarul Hasan
2023	J	`jnl`	EOG-Based Reading Detection in the Wild Using Spectrograms and Nested Classification Approach. IEEE Access Sriman Bidhan Baray, Mosabber Uddin Ahmed, Muhammad E. H. Chowdhury, Koichi Kise
2023	J	`jnl`	Fetal ECG extraction from maternal ECG using deeply supervised LinkNet++ model. Eng. Appl. Artif. Intell. Arafat Rahman, Sakib Mahmud, Muhammad E. H. Chowdhury, Huseyin Cagatay Yalcin, Amith Khandakar, Onur Mutlu, Zaid Bin Mahbub, Reema Youssef Kamal, Shona Pedersen
2023	J	`jnl`	IRv2-Net: A Deep Learning Framework for Enhanced Polyp Segmentation Performance Integrating InceptionResNetV2 and UNet Architecture with Test Time Augmentation Techniques. Sensors Md. Faysal Ahamed, Md. Khalid Syfullah, Ovi Sarkar, Md. Tohidul Islam, Md. Nahiduzzaman, Md. Rabiul Islam, Amith Khandakar, Mohamed Arselene Ayari, Muhammad E. H. Chowdhury
2023	J	`jnl`	PCovNet+: A CNN-VAE anomaly detection framework with LSTM embeddings for smartwatch-based COVID-19 detection. Eng. Appl. Artif. Intell. Farhan Fuad Abir, Muhammad E. H. Chowdhury, Malisha Islam Tapotee, Adam Mushtak, Amith Khandakar, Sakib Mahmud, Anwarul Hasan
2023	J	`jnl`	Plant Disease Classifier: Detection of Dual-Crop Diseases Using Lightweight 2D CNN Architecture. IEEE Access Hasibul Islam Peyal, Md. Nahiduzzaman, Md. Abu Hanif Pramanik, Md. Khalid Syfullah, Saleh Mohammed Shahriar, Abida Sultana, Mominul Ahsan, Julfikar Haider, Amith Khandakar, Muhammad E. H. Chowdhury
2023	J	`jnl`	Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir
2023	J	`jnl`	Signer-Independent Arabic Sign Language Recognition System Using Deep Learning Model. Sensors Kanchon Kanti Podder, Maymouna Ezeddin, Muhammad E. H. Chowdhury, Md. Shaheenur Islam Sumon, Anas M. Tahir, Mohamed Arselene Ayari, Proma Dutta, Amith Khandakar, Zaid Bin Mahbub, Muhammad Abdul Kadir