Publikationen

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Robert Leist; Hans-Jürgen Profitlich; Daniel Sonntag
An AI-driven Clinical Decision Support System for the Treatment of Diabetic Retinopathy and Age-related Macular Degeneration
In: Joint Proceedings of the ACM IUI Workshops 2025. Workshop on Intelligent and Interactive Health User Interfaces (HealthIUI-2025), located at IUI-2025, March 24, Cagliary, Italy, Association of Computing Machinery, New York, NY, United States, 5/2025.
Robert Leist; Hans-Jürgen Profitlich; Tim Hunsicker; Daniel Sonntag
Towards Trustable Clinical Decision Support Systems: A User Study with Ophthalmologists
In: IUI '25: Proceedings of the 30th International Conference on Intelligent User Interfaces. International Conference on Intelligent User Interfaces (IUI-2025), March 24-27, Cagliari, Italy, ISBN 979-8-4007-1306-4, Association for Computing Machinery, New York, NY, United States, 3/2025.
Sara-Jane Bittner; Michael Barz; Hans-Jürgen Profitlich; Mika P. Nieminen; Daniel Sonntag (Hrsg.)
FunduScope: A Human-centered Tool for ML-assisted e-Learning in Ophthalmology
International Conference on Intelligent User Interfaces (IUI-2025), located at IUI-2025, March 24-27, Cagliari, Italy, ISBN 979-8-4007-1409-2, ACM, 2025.
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Devansh Srivastav; Hans-Jürgen Profitlich; Daniel Sonntag
Partial Image Active Annotation (PIAA): An Efficient Active Learning Technique Using Edge Information in Limited Data Scenarios
In: KI - Künstliche Intelligenz, German Journal on Artificial Intelligence - Organ des Fachbereiches "Künstliche Intelligenz" der Gesellschaft für Informatik e.V. (KI), Pages 1-12, Springer, 6/2024.
Md Abdul Kadir; Hasan Md Tusfiqur Alam; Pascale Maul; Hans-Jürgen Profitlich; Moritz Wolf; Daniel Sonntag
Modular Deep Active Learning Framework for Image Annotation: A Technical Report for the Ophthalmo-AI Project
3/2024.
Siting Liang; Hans-Jürgen Profitlich; Maximilian Klass; Niko Möller-Grell; Celine-Fabienne Bergmann; Simon Heim; Christian Niklas; Daniel Sonntag
Building A German Clinical Named Entity Recognition System without In-domain Training Data
In: Association for Computational Linguistics. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-2024), June 17-21, Mexico City, Mexico, ACL Anthology, 2024.
Ho Minh Duy Nguyen; Hasan Md Tusfiqur Alam; Tai Nguyen; Devansh Srivastav; Hans-Jürgen Profitlich; Ngan Le; Daniel Sonntag
Deep Learning for Ophthalmology - The State-of-the-Art and Future Trends
DFKI, DFKI Research Reports (RR), Vol. 01, 2024.
Enrico Bunde; Daniel Eisenhardt; Daniel Sonntag; Hans-Jürgen Profitlich; Christian Meske
Giving DIAnA More TIME – Guidance for the Design of XAI-Based Medical Decision Support Systems
In: 18th International Conference on Design Science Research in Information Systems and Technology, DESRIST 2023. International Conference on Design Science Research in Information Systems and Technology (DESRIST-2023), May 31 - June 3, Pretoria, South Africa, Springer Nature Switzerland, 5/2023.
Hans-Jürgen Profitlich; Daniel Sonntag
A Case Study on Pros and Cons of Regular Expression Detection and Dependency Parsing for Negation Extraction from German Medical Documents. Technical Report
Technical Report, BMBF, DFKI Research Reports (RR), Vol. 1, 5/2021.
Daniel Sonntag; Fabrizio Nunnari; Hans-Jürgen Profitlich
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions.
Technical Report, BMBF, H2020, DFKI Research Reports (RR), Vol. 1, 5/2020.