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Journal Articles
- 2022
[j3]Matthias Ivantsits
, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Yizhuan Jia, Xuesong Li, Suprosanna Shit, Bjoern H. Menze, Ziyu Su, Jun Ma, Ziwei Nie, Kartik Jain, Yanfei Liu, Yi Lin, Anja Hennemuth:
Detection and analysis of cerebral aneurysms based on X-ray rotational angiography - the CADA 2020 challenge. Medical Image Anal. 77: 102333 (2022)- 2021
- [j2]Harry Freitas Da Cruz, Boris Pfahringer, Tom Martensen, Frederic Schneider, Alexander Meyer, Erwin P. Böttinger, Matthieu-P. Schapranow:
Using interpretability approaches to update "black-box" clinical prediction models: an external validation study in nephrology. Artif. Intell. Medicine 111: 101982 (2021) - 2020
- [j1]Nina Rank, Boris Pfahringer, Jörg Kempfert, Christof Stamm, Titus Kühne, Felix Schoenrath, Volkmar Falk, Carsten Eickhoff, Alexander Meyer:
Deep-learning-based real-time prediction of acute kidney injury outperforms human predictive performance. npj Digit. Medicine 3 (2020)
Conference and Workshop Papers
- 2022
- [c3]Matthias Ivantsits, Boris Pfahringer, Markus Hüllebrand, Lars Walczak, Lennart Tautz, Olena Nemchyna, Serdar Akansel, Jörg Kempfert, Simon H. Sündermann, Anja Hennemuth:
3D Mitral Valve Surface Reconstruction from 3D TEE via Graph Neural Networks. STACOM@MICCAI 2022: 330-339 - 2020
- [c2]Matthias Ivantsits, Leonid Goubergrits, Jan-Martin Kuhnigk, Markus Hüllebrand, Jan Brüning, Tabea Kossen, Boris Pfahringer, Jens Schaller, Andreas Spuler, Titus Kühne, Anja Hennemuth:
Cerebral Aneurysm Detection and Analysis Challenge 2020 (CADA). CADA@MICCAI 2020: 3-17 - 2019
- [c1]Harry Freitas Da Cruz, Boris Pfahringer, Frederic Schneider, Alexander Meyer, Matthieu-P. Schapranow:
External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences? AIME 2019: 191-201
Coauthor Index
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