Publikationen

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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
Künstliche Intelligenz in der Medizin und Gynäkologie – Holzweg oder Heilversprechen?
In: Der Gynäkologe, Vol. 1, Pages 1-7, Springer, 4/2021.
Ho Minh Duy Nguyen; Duy M. Nguyen; Huong Vu; Binh T. Nguyen; Fabrizio Nunnari; Daniel Sonntag
An Attention Mechanism using Multiple Knowledge Sources for COVID-19 Detection from CT Images
In: The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21). AAAI Conference on Artificial Intelligence (AAAI), Workshop on Trustworthy …
Ellák Somfai; Benjámin Baffy; Kristian Fenech; Changlu Guo; Rita Hosszú; Dorina Korózs; Fabrizio Nunnari; Marcell Pólik; Daniel Sonntag; Attila Ulbert; András Lorincz
Minimizing false negative rate in melanoma detection and providing insight into the causes of classification
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2102.09199, Pages 1-14, arXiv, 2021.
Fabrizio Nunnari; Daniel Sonntag
A Software Toolbox for Deploying Deep Learning Decision Support Systems with XAI Capabilities
In: Companion of the 2021 ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM SIGCHI Symposium on Engineering Interactive Computing …
Ho Minh Duy Nguyen; Truong Thanh-Nhat Mai; Ngoc Trong Tuong Than; Alexander Prange; Daniel Sonntag
Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction
In: Proceedings of the 44th German Conference on Artificial Intelligence. German Conference on Artificial Intelligence (KI-2021), September 27 - …
Fabrizio Nunnari; Md Abdul Kadir; Daniel Sonntag
On the Overlap Between Grad-CAM Saliency Maps and Explainable Visual Features in Skin Cancer Images
In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …
Fabrizio Nunnari; Hasan Md Tusfiqur Alam; Daniel Sonntag
Anomaly Detection for Skin Lesion Images Using Replicator Neural Networks
In: Andreas Holzinger; Peter Kieseberg; A. Min Tjoa; Edgar Weippl (Hrsg.). Machine Learning and Knowledge Extraction. International IFIP Cross Domain …
Alexander Prange; Daniel Sonntag
A Demonstrator for Interactive Image Clustering and Fine-Tuning Neural Networks in Virtual Reality
In: Stefan Edelkamp; Ralf Möller; Elmar Rueckert (Hrsg.). KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence …
Fabrizio Nunnari; Abraham Ezema; Daniel Sonntag
Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images
In: Stefan Edelkamp; Ralf Möller; Elmar Rueckert (Hrsg.). KI 2021: Advances in Artificial Intelligence. German Conference on Artificial Intelligence …