Supervised Machine Learning Based Medical Image Annotation and Retrieval in ImageCLEFmed 2005. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (CLEF, 2005)

Supervised Machine Learning based Medical Image Annotation and Retrieval. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (CLEF (Working Notes), 2005)

Similarity Searching in Image Retrieval with Statistical Distance Measures and Supervised Learning. - Md Mahmudur Rahman 003; Prabir Bhattacharya; Bipin C. Desai (ICAPR (1), 2005)

Probabilistic Similarity Measures in Image Databases with SVM Based Categorization and Relevance Feedback. - Md Mahmudur Rahman 003; Prabir Bhattacharya; Bipin C. Desai (ICIAR, 2005)

Image Retrieval-Based Decision Support System for Dermatoscopic Images. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (CBMS, 2006)

CINDI at ImageCLEF 2006: Image Retrieval & Annotation Tasks for the General Photographic and Medical Image Collections. - Md Mahmudur Rahman 003; Varun Sood; Bipin C. Desai; Prabir Bhattacharya (CLEF, 2006)

A Feature Level Fusion in Similarity Matching to Content-Based Image Retrieval. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (FUSION, 2006)

Image Representation and Retrieval Using Support Vector Machine and Fuzzy C-means Clustering Based Semantical Spaces. - Prabir Bhattacharya; Md Mahmudur Rahman 003; Bipin C. Desai (ICPR (2), 2006)

Visual Keyword-based Image Retrieval using Latent Semantic Indexing, Correlation-enhanced Similarity Matching and Query Expansion in Inverted Index. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (IDEAS, 2006)

An Interactive and Dynamic Fusion-Based Image Retrieval Approach by CINDI. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (CLEF, 2007)

Multi-Modal Interactive Approach to ImageCLEF 2007 Photographic and Medical Retrieval Tasks by CINDI. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (CLEF (Working Notes), 2007)

Cross-Modal Interaction and Integration with Relevance Feedback for Medical Image Retrieval. - Md Mahmudur Rahman 003; Varun Sood; Bipin C. Desai; Prabir Bhattacharya (MMM (1), 2007)

A Framework for Medical Image Retrieval Using Machine Learning and Statistical Similarity Matching Techniques With Relevance Feedback. - Md Mahmudur Rahman 003; Prabir Bhattacharya; Bipin C. Desai (IEEE Trans. Inf. Technol. Biomed., 2007)

A multiple expert-based melanoma recognition system for dermoscopic images of pigmented skin lesions. - Md Mahmudur Rahman 003; Prabir Bhattacharya; Bipin C. Desai (BIBE, 2008)

Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion. - Md Mahmudur Rahman 003; Bipin C. Desai; Prabir Bhattacharya (Comput. Medical Imaging Graph., 2008)

Image retrieval with automatic query expansion based on local analysis in a semantical concept feature space. - Md Mahmudur Rahman 003; Prabir Bhattacharya (CIVR, 2009)

A unified image retrieval framework on local visual and semantic concept-based feature spaces. - Md Mahmudur Rahman 003; Prabir Bhattacharya; Bipin C. Desai (J. Vis. Commun. Image Represent., 2009)

Retrieval and classification of ultrasound images of ovarian cysts combining texture features and histogram moments. - Abu Sayeed Md. Sohail; Md Mahmudur Rahman 003; Prabir Bhattacharya; Srinivasan Krishnamurthy; Sudhir P. Mudur (ISBI, 2010)

An integrated and interactive decision support system for automated melanoma recognition of dermoscopic images. - Md Mahmudur Rahman 003; Prabir Bhattacharya (Comput. Medical Imaging Graph., 2010)

Developing a retrieval based diagnostic aid for automated melanoma recognition of dermoscopic images. - Md Mahmudur Rahman 003; Nuh Alpaslan; Prabir Bhattacharya (AIPR, 2016)

A soft image representation approach by exploiting local neighborhood structure of self-organizing map (SOM). - Md Mahmudur Rahman 003 (Soft Comput., 2016)

Automated melanoma recognition in dermoscopic images based on extreme learning machine (ELM). - Md Mahmudur Rahman 003; Nuh Alpaslan (Computer-Aided Diagnosis, 2017)

Visual Programming and Interactive Learning Based Dynamic Instructional Approaches to Teach an Introductory Programming Course. - Md Mahmudur Rahman 003; Roshan Paudel (FIE, 2018)

Infusing Visual Programming and Interactive Learning to Teach an Introductory Programming Course with Positive Learning Outcomes: (Abstract Only). - Md Mahmudur Rahman 003 (SIGCSE, 2018)

Deep Learning Based Integrated Classification and Image Retrieval System for Early Skin Cancer Detection. - Oyebisi Layode; Tasmeer Alam; Md Mahmudur Rahman 003 (AIPR, 2019)

Effects of Infusing Interactive and Collaborative Learning to Teach an Introductory Programming Course. - Md Mahmudur Rahman 003; Roshan Paudel; Monir H. Sharker (FIE, 2019)

Multi-Label and Cross-Modal Based Concept Detection in Biomedical Images by MORGAN_CS at ImageCLEF2020. - Oyebisi Layode; Md Mahmudur Rahman 003 (CLEF (Working Notes), 2020)

An Effective Approach to Teach an Introductory Computer Science Course with Computational Thinking and Flow-Chart Based Visual Programming. - Md Mahmudur Rahman 003; Monir H. Sharker; Roshan Paudel (FIE, 2020)

Impact of Infusing Interactive and Collaborative Learning in Teaching Introductory Programming in a Dynamic Class. - Md Mahmudur Rahman 003; Monir H. Sharker; Roshan Paudel (SIGCSE, 2020)

CS_Morgan at ImageCLEFmedical 2022 Caption Task: Deep Learning Based Multi-Label Classification and Transformers for Concept Detection & Caption Prediction. - Md Mahmudur Rahman 003; Oyebisi Layode (CLEF (Working Notes), 2022)

Initial Impact of Evidence-Based and Experiment-Focused Teaching Approach in a Computer Architecture Course in Computer Science. - Md Mahmudur Rahman 003; Opeyemi Taiwo Adeniran; Neda Bazyar Shourabi; Oludare Owolabi (CSCI, 2022)

Ensemble and Transformer Models for Infectious Disease Prediction. - Blessing Isoyiza Adeika; Joseph Aina; Temileye Ibirinde; Tijesunimi Adeyemi; Md Mahmudur Rahman 003; Saroj Pramanik (BIBE, 2023)

Concept Detection and Caption Prediction in ImageCLEFmedical Caption 2023 with Convolutional Neural Networks, Vision and Text-to-Text Transfer Transformers. - Md. Rakibul Hasan; Oyebisi Layode; Md Mahmudur Rahman 003 (CLEF (Working Notes), 2023)

Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework. - Oluwatunmise Akinniyi; Imran Razzak; Md Mahmudur Rahman 003; Harpal Sandhu; Ayman El-Baz; Fahmi Khalifa (ICIP, 2023)

Image and Text Feature Based Multimodal Learning for Multi-Label Classification of Radiology Images in Biomedical Literature. - Md. Rakibul Hasan; Md. Rafsan Jani; Md Mahmudur Rahman 003 (BIOSTEC (2), 2024)

Fingerprint Identification of Generative Models Using a MultiFormer Ensemble Approach. - Md. Ismail Siddiqi Emon; Mahmudul Hoque; Md. Rakibul Hasan; Fahmi Khalifa; Md Mahmudur Rahman 003 (CLEF (Working Notes), 2024)

Medical Image Interpretation with Large Multimodal Models. - Mahmudul Hoque; Md. Rakibul Hasan; Md. Ismail Siddiqi Emon; Fahmi Khalifa; Md Mahmudur Rahman 003 (CLEF (Working Notes), 2024)

Advancing AI-Powered Medical Image Synthesis: Insights from MedVQA-GI Challenge Using CLIP, Fine-Tuned Stable Diffusion, and Dream-Booth + LoRA. - Ojonugwa Oluwafemi Ejiga Peter; Md Mahmudur Rahman 003; Fahmi Khalifa (CLEF (Working Notes), 2024)

A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition. - Joseph Aina; Oluwatunmise Akinniyi; Md Mahmudur Rahman 003; Valerie Odero-Marah; Fahmi Khalifa (IEEE Access, 2024)

A Hybrid Learning-Architecture for Improved Brain Tumor Recognition. - Jose Dixon; Oluwatunmise Akinniyi; Abeer Abdelhamid; Gehad A. Saleh; Md Mahmudur Rahman 003; Fahmi Khalifa (Algorithms, 2024)

Synthetic Data-Driven Multi-Architecture Framework for Automated Polyp Segmentation Through Integrated Detection and Mask Generation. - Ojonugwa Oluwafemi Ejiga Peter; Akingbola Oluwapemiisin; Amalahu Chetachi; Opeyemi Taiwo Adeniran; Fahmi Khalifa; Md Mahmudur Rahman 003 (CoRR, 2025)