Md Mahmudur Rahman

According to our database, Md Mahmudur Rahman authored at least 40 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Hybrid Learning-Architecture for Improved Brain Tumor Recognition.

Jose Dixon, Oluwatunmise Akinniyi, Abeer Abdelhamid, Gehad A. Saleh, Md Mahmudur Rahman, Fahmi Khalifa

Algorithms, June, 2024

A Hybrid Learning-Architecture for Mental Disorder Detection Using Emotion Recognition.

Joseph Aina, Oluwatunmise Akinniyi, Md Mahmudur Rahman, Valerie Odero-Marah, Fahmi Khalifa

IEEE Access, 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, Fahmi Khalifa

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Medical Image Interpretation with Large Multimodal Models.

Mahmudul Hoque, Md. Rakibul Hasan, Md. Ismail Siddiqi Emon, Fahmi Khalifa, Md Mahmudur Rahman

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

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

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Multi-Classification of Retinal Diseases Using a Pyramidal Ensemble Deep Framework.

Oluwatunmise Akinniyi, Imran Razzak, Md Mahmudur Rahman, Harpal Sandhu, Ayman El-Baz, Fahmi Khalifa

Proceedings of the IEEE International Conference on Image Processing, 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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Ensemble and Transformer Models for Infectious Disease Prediction.

Blessing Isoyiza Adeika, Joseph Aina, Temileye Ibirinde, Tijesunimi Adeyemi, Md Mahmudur Rahman, Saroj Pramanik

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

2022

Initial Impact of Evidence-Based and Experiment-Focused Teaching Approach in a Computer Architecture Course in Computer Science.

Md Mahmudur Rahman, Opeyemi Adeniran, Neda Bazyar Shourabi, Oludare Owolabi

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

CS_Morgan at ImageCLEFmedical 2022 Caption Task: Deep Learning Based Multi-Label Classification and Transformers for Concept Detection & Caption Prediction.

Md Mahmudur Rahman, Oyebisi Layode

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2020

Impact of Infusing Interactive and Collaborative Learning in Teaching Introductory Programming in a Dynamic Class.

Md Mahmudur Rahman, Monir H. Sharker, Roshan Paudel

Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

An Effective Approach to Teach an Introductory Computer Science Course with Computational Thinking and Flow-Chart Based Visual Programming.

Md Mahmudur Rahman, Monir H. Sharker, Roshan Paudel

Proceedings of the IEEE Frontiers in Education Conference, 2020

Multi-Label and Cross-Modal Based Concept Detection in Biomedical Images by MORGAN_CS at ImageCLEF2020.

Oyebisi Layode, Md Mahmudur Rahman

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Effects of Infusing Interactive and Collaborative Learning to Teach an Introductory Programming Course.

Md Mahmudur Rahman, Roshan Paudel, Monir H. Sharker

Proceedings of the IEEE Frontiers in Education Conference, 2019

Deep Learning Based Integrated Classification and Image Retrieval System for Early Skin Cancer Detection.

Oyebisi Layode, Tasmeer Alam, Md Mahmudur Rahman

Proceedings of the 48th IEEE Applied Imagery Pattern Recognition Workshop, 2019

2018

Infusing Visual Programming and Interactive Learning to Teach an Introductory Programming Course with Positive Learning Outcomes: (Abstract Only).

Md Mahmudur Rahman

Proceedings of the 49th ACM Technical Symposium on Computer Science Education, 2018

Visual Programming and Interactive Learning Based Dynamic Instructional Approaches to Teach an Introductory Programming Course.

Md Mahmudur Rahman, Roshan Paudel

Proceedings of the IEEE Frontiers in Education Conference, 2018

2017

Automated melanoma recognition in dermoscopic images based on extreme learning machine (ELM).

Md Mahmudur Rahman, Nuh Alpaslan

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

A soft image representation approach by exploiting local neighborhood structure of self-organizing map (SOM).

Md Mahmudur Rahman

Soft Comput., 2016

Developing a retrieval based diagnostic aid for automated melanoma recognition of dermoscopic images.

Md Mahmudur Rahman, Nuh Alpaslan, Prabir Bhattacharya

Proceedings of the 2016 IEEE Applied Imagery Pattern Recognition Workshop, 2016

2010

An integrated and interactive decision support system for automated melanoma recognition of dermoscopic images.

Md Mahmudur Rahman, Prabir Bhattacharya

Comput. Medical Imaging Graph., 2010

Retrieval and classification of ultrasound images of ovarian cysts combining texture features and histogram moments.

Abu Sayeed Md. Sohail, Md Mahmudur Rahman, Prabir Bhattacharya, Srinivasan Krishnamurthy, Sudhir P. Mudur

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

A unified image retrieval framework on local visual and semantic concept-based feature spaces.

Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai

J. Vis. Commun. Image Represent., 2009

Image retrieval with automatic query expansion based on local analysis in a semantical concept feature space.

Md Mahmudur Rahman, Prabir Bhattacharya

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

Medical image retrieval with probabilistic multi-class support vector machine classifiers and adaptive similarity fusion.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Comput. Medical Imaging Graph., 2008

A multiple expert-based melanoma recognition system for dermoscopic images of pigmented skin lesions.

Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai

Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008

2007

A Framework for Medical Image Retrieval Using Machine Learning and Statistical Similarity Matching Techniques With Relevance Feedback.

Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai

IEEE Trans. Inf. Technol. Biomed., 2007

Cross-Modal Interaction and Integration with Relevance Feedback for Medical Image Retrieval.

Md Mahmudur Rahman, Varun Sood, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Advances in Multimedia Modeling, 2007

Multi-Modal Interactive Approach to ImageCLEF 2007 Photographic and Medical Retrieval Tasks by CINDI.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

An Interactive and Dynamic Fusion-Based Image Retrieval Approach by CINDI.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006

Visual Keyword-based Image Retrieval using Latent Semantic Indexing, Correlation-enhanced Similarity Matching and Query Expansion in Inverted Index.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Tenth International Database Engineering and Applications Symposium (IDEAS 2006), 2006

Image Representation and Retrieval Using Support Vector Machine and Fuzzy C-means Clustering Based Semantical Spaces.

Prabir Bhattacharya, Md Mahmudur Rahman, Bipin C. Desai

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Feature Level Fusion in Similarity Matching to Content-Based Image Retrieval.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the 9th International Conference on Information Fusion, 2006

CINDI at ImageCLEF 2006: Image Retrieval & Annotation Tasks for the General Photographic and Medical Image Collections.

Md Mahmudur Rahman, Varun Sood, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

Image Retrieval-Based Decision Support System for Dermatoscopic Images.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

2005

Probabilistic Similarity Measures in Image Databases with SVM Based Categorization and Relevance Feedback.

Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Similarity Searching in Image Retrieval with Statistical Distance Measures and Supervised Learning.

Md Mahmudur Rahman, Prabir Bhattacharya, Bipin C. Desai

Proceedings of the Pattern Recognition and Data Mining, 2005

Supervised Machine Learning based Medical Image Annotation and Retrieval.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

Supervised Machine Learning Based Medical Image Annotation and Retrieval in ImageCLEFmed 2005.

Md Mahmudur Rahman, Bipin C. Desai, Prabir Bhattacharya

Proceedings of the Accessing Multilingual Information Repositories, 2005