Hasan Md Tusfiqur Alam

According to our database, Hasan Md Tusfiqur Alam authored at least 12 papers between 2021 and 2025.

Collaborative distances:

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

2025

Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System.

Devansh Srivastav, Hasan Md Tusfiqur Alam, Afsaneh Asaei, Mahmoud Fazeli, Tanisha Sharma, Daniel Sonntag

CoRR, February, 2025

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends.

Duy M. H. Nguyen, Hasan Md Tusfiqur Alam, Binh T. Nguyen, Devansh Srivastav, Hans-Jürgen Profitlich, Ngan Le, Daniel Sonntag

CoRR, January, 2025

InFL-UX: A Toolkit for Web-Based Interactive Federated Learning.

Tim Maurer, Abdulrahman Mohamed Selim, Hasan Md Tusfiqur Alam, Matthias Eiletz, Michael Barz, Daniel Sonntag

Proceedings of the Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2025

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models.

Hasan Md Tusfiqur Alam, Devansh Srivastav, Abdulrahman Mohamed Selim, Md Abdul Kadir, Md Moktadirul Hoque Shuvo, Daniel Sonntag

Proceedings of the Companion Proceedings of the 17th ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2025

Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG.

Hasan Md Tusfiqur Alam, Devansh Srivastav, Md Abdul Kadir, Daniel Sonntag

Proceedings of the Advances in Information Retrieval, 2025

2024

Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios.

Md Abdul Kadir, Hasan Md Tusfiqur Alam, Devansh Srivastav, Hans-Jürgen Profitlich, Daniel Sonntag

Künstliche Intell., November, 2024

A review of machine learning in scanpath analysis for passive gaze-based interaction.

Abdulrahman Mohamed Selim, Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Daniel Sonntag

Frontiers Artif. Intell., 2024

Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project.

Md Abdul Kadir, Hasan Md Tusfiqur Alam, Pascale Maul, Hans-Jürgen Profitlich, Moritz Wolf, Daniel Sonntag

CoRR, 2024

2023

EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation.

Md Abdul Kadir, Hasan Md Tusfiqur Alam, Daniel Sonntag

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification.

Michael Barz, Omair Shahzad Bhatti, Hasan Md Tusfiqur Alam, Duy Minh Ho Nguyen, Daniel Sonntag

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

2022

DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading.

Hasan Md Tusfiqur Alam, Duy M. H. Nguyen, Mai Thanh Nhat Truong, Triet A. Nguyen, Binh T. Nguyen, Michael Barz, Hans-Jürgen Profitlich, Ngoc T. T. Than, Ngan Le, Pengtao Xie, Daniel Sonntag

CoRR, 2022

2021

Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks.

Fabrizio Nunnari, Hasan Md Tusfiqur Alam, Daniel Sonntag

Proceedings of the Machine Learning and Knowledge Extraction, 2021