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Hidden Variables in Deep Learning Digital Pathology and Their Potential to Cause Batch Effects: Prediction Model Study2021 Journal of Medical Internet Research article Computer Science AI in cancer detection Open access
Max Schmitt, Roman Christoph Maron, Achim Hekler, Albrecht Stenzinger, Axel Hauschild, Michael Weichenthal, +11 more
64citations -
Automated segmentation of 3D cine cardiovascular magnetic resonance imaging2023 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Soroosh Tayebi Arasteh, Jennifer Romanowicz, Danielle F. Pace, Polina Golland, Andrew J. Powell, Andreas Maier, +6 more
15citations -
Smartphone and Wearable Sensors for the Estimation of Facioscapulohumeral Muscular Dystrophy Disease Severity: Cross-sectional Study2023 JMIR Formative Research article Computer Science Context-Aware Activity Recognition Systems Open access
Ahnjili Zhuparris, Ghobad Maleki, Ingrid W. Koopmans, Robert Jan Doll, Nicoline B. M. Voet, Wessel Kraaij, +4 more
6citations -
Multi-center evaluation of an automated pipeline to segment perivascular spaces from routine MRI in patients with small vessel disease2024 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access
Alberto De Luca, Ana Sofia Costa, Geert Jan Biessels, María del C. Valdés Hernández, Lucia Ballerini, Francesca M. Chappell, +6 more
0citations -
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations