| Interactive Fixation-to-AOI Mapping for Mobile Eye Tracking Data based on Few-Shot Image Classification M Barz, OS Bhatti, HMT Alam, DMH Nguyen, D Sonntag Companion Proceedings of the 28th International Conference on Intelligent …, 2023 | 8 | 2023 |
| Drg-net: interactive joint learning of multi-lesion segmentation and classification for diabetic retinopathy grading HM Tusfiqur, DMH Nguyen, MTN Truong, TA Nguyen, BT Nguyen, M Barz, ... arXiv preprint arXiv:2212.14615, 2022 | 8 | 2022 |
| EdgeAL: an edge estimation based active learning approach for OCT segmentation MA Kadir, HMT Alam, D Sonntag International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 7 | 2023 |
| A review of machine learning in scanpath analysis for passive gaze-based interaction A Mohamed Selim, M Barz, OS Bhatti, HMT Alam, D Sonntag Frontiers in Artificial Intelligence 7, 1391745, 2024 | 5 | 2024 |
| Anomaly detection for skin lesion images using replicator neural networks F Nunnari, HMT Alam, D Sonntag International Cross-Domain Conference for Machine Learning and Knowledge …, 2021 | 4 | 2021 |
| Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG HMT Alam, D Srivastav, MA Kadir, D Sonntag arXiv preprint arXiv:2412.16086, 2024 | 1 | 2024 |
| Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System D Srivastav, HMT Alam, A Asaei, M Fazeli, T Sharma, D Sonntag arXiv preprint arXiv:2502.03948, 2025 | | 2025 |
| Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends DMH Nguyen, HMT Alam, T Nguyen, D Srivastav, HJ Profitlich, N Le, ... arXiv preprint arXiv:2501.04073, 2025 | | 2025 |
| Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios MA Kadir, HMT Alam, D Srivastav, HJ Profitlich, D Sonntag KI-Künstliche Intelligenz, 1-12, 2024 | | 2024 |
| Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project MA Kadir, HMT Alam, P Maul, HJ Profitlich, M Wolf, D Sonntag arXiv preprint arXiv:2403.15143, 2024 | | 2024 |
| Leveraging unsupervised segmentation for semi-supervised renal calculi and carcinoma segmentation and classification F Faruk, HM Alam Brac University, 2024 | | 2024 |
| Comprehension of closely related languages: A visual world eye tracking study DK Jacek Kudera, Philip Georgis, Hasan Md Tusfiqur Alam, Bernd Möbius, Tania ... Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung …, 2022 | | 2022 |
| Determination Of Genetic Network From Time Series Gene Expression Data-A Modified Approach HMT Alam, NI Rupak Department of Computer Science and Engineering (CSE), Islamic University of …, 2014 | | 2014 |
Daniel SonntagDFKI and University of OldenburgVerified email at dfki.de