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Journal of Cancer Research and Clinical Oncology|July 16, 2025
FSS-ULivR: a clinically-inspired few-shot segmentation framework for liver imaging using unified representations and attention mechanismsRipon Kumar Debnath, Md Abdur Rahman, Sami Azam, et al.Journal of Imaging Informatics in Medicine|February 16, 2024
Improving the Automated Diagnosis of Breast Cancer with Mesh Reconstruction of Ultrasound Images Incorporating 3D Mesh Features and a Graph Attention NetworkSadia Sultana Chowa, Sami Azam, Sidratul Montaha, et al.Computers in Biology and Medicine|February 22, 2023
High-precision multiclass classification of lung disease through customized MobileNetV2 from chest X-ray imagesFm Javed Mehedi Shamrat, Sami Azam, Asif Karim, et al.Biomedicines|November 11, 2022
A Robust Framework Combining Image Processing and Deep Learning Hybrid Model to Classify Cardiovascular Diseases Using a Limited Number of Paper-Based Complex ECG ImagesKaniz Fatema, Sidratul Montaha, Md Awlad Hossen Rony, et al.Journal of Personalized Medicine|May 28, 2022
LungNet22: A Fine-Tuned Model for Multiclass Classification and Prediction of Lung Disease Using X-ray ImagesF M Javed Mehedi Shamrat, Sami Azam, Asif Karim, et al.Plos One|August 4, 2022
A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexitySidratul Montaha, Sami Azam, A K M Rakibul Haque Rafid, et al.Computers in Biology and Medicine|November 7, 2025
Diffusion-based knowledge distillation for effective multi-organ segmentation with reduced computational timeMohaimenul Azam Khan Raiaan, Md Abdur Rahman, Sami Azam, et al.Digital Health|May 31, 2024
Malignancy pattern analysis of breast ultrasound images using clinical features and a graph convolutional networkSidratul Montaha, Sami Azam, Md Rahad Islam Bhuiyan, et al.Plos One|September 22, 2023
A novel Data and Model Centric artificial intelligence based approach in developing high-performance Named Entity Recognition for Bengali LanguageKhadija Akter Lima, Khan Md Hasib, Sami Azam, et al.Heliyon|October 27, 2023
Automated breast tumor ultrasound image segmentation with hybrid UNet and classification using fine-tuned CNN modelShahed Hossain, Sami Azam, Sidratul Montaha, et al.Pageof 4