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A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Advanced Neural Network Applications
Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, +3 more
29citations -
Anomaly Detection in Intensive Care Unit Data: A Comparative Analysis2026 International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) conference-paper Computer Science Anomaly Detection Techniques and Applications
Simon Fonck, Lavinia Goldermann, Sebastian Johannes Fritsch, Lena Olivier, André Stollenwerk
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 -
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 Sophie Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
Medical large language models are susceptible to targeted misinformation attacks2024 npj Digital Medicine article Computer Science Adversarial Robustness in Machine Learning Open access
Tianyu Han, Sven Nebelung, Firas Khader, Tianci Wang, Gustav Anton Müller‐Franzes, Christiane Katharina Kuhl, +6 more
60citations -
Medical Foundation Models are Susceptible to Targeted Misinformation Attacks2023 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Sven Nebelung, Firas Khader, Tianci Wang, Gustav Mueller-Franzes, Christiane Katharina Kuhl, Sebastian Försch, +5 more
2citations -
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access
Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more
3citations -
DeepMed: A unified, modular pipeline for end-to-end deep learning in computational pathology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Marko van Treeck, Didem Çifçi, Narmin Ghaffari Laleh, Oliver Lester Saldanha, Chiara Maria Lavinia Loeffler, Katherine Jane Hewitt, +9 more
13citations -
Noisecut: a python package for noise-tolerant classification of binary data using prior knowledge integration and max-cut solutions2024 BMC Bioinformatics software-paper Computer Science Machine Learning and Data Classification Open access
Moein E. Samadi, Hedieh Mirzaieazar, Alexander Mitsos, Andreas Schuppert
5citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis2025 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz, Henning Konermann, Peter Walter, Johannes Stegmaier
1citations -
Quantum Log-Determinant Methods for Torsion-Sensitive Topological Data Analysis2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Dimitrios Thanos, Caesnan M. G. Leditto, Adam Wesołowski, Andreea-Iulia Lefterovici, Mahtab Yaghubi Rad
0citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
0citations -
A Review of the Scientific Rigor, Reproducibility, and Transparency Studies Conducted by the ABRF Research Groups2020 Journal of Biomolecular Techniques JBT article Computer Science Research Data Management Practices Open access
Sheenah M. Mische, Nancy C. Fisher, Susan M. Meyn, Katia Sol‐Church, Rebecca L. Hegstad‐Davies, Frances Weis‐Garcia, +12 more
28citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations