Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks. - Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag (CD-MAKE, 2021)

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 001; Michael Barz; Hans-Jürgen Profitlich; Ngoc T. T. Than; Ngan Le; Pengtao Xie; Daniel Sonntag (CoRR, 2022)

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 (IUI Companion, 2023)

EdgeAL: An Edge Estimation Based Active Learning Approach for OCT Segmentation. - Md Abdul Kadir; Hasan Md Tusfiqur Alam; Daniel Sonntag (MICCAI (2), 2023)

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)

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)

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., 2024)

Towards Interpretable Radiology Report Generation via Concept Bottlenecks Using a Multi-agentic RAG. - Hasan Md Tusfiqur Alam; Devansh Srivastav; Md Abdul Kadir; Daniel Sonntag (ECIR (3), 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 (EICS (Companion), 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 (EICS (Companion), 2025)

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends. - Duy M. H. Nguyen; Hasan Md Tusfiqur Alam; Binh T. Nguyen 001; Devansh Srivastav; Hans-Jürgen Profitlich; Ngan Le; Daniel Sonntag (CoRR, 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, 2025)