Rusab Sarmun

22 papers Journal 22
YearRankTypeTitle / Venue / Authors
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
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
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
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
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
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
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-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
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
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
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
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
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
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
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
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
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
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