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Computational simulation of virtual patients reduces dataset bias and improves machine learning-based detection of ARDS from noisy heterogeneous ICU datasets
Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more
4citations -
The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access
Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more
25citations -
Privacy-Preserving Detection of Rare Disease-Associated Cell Subsets via Secure Multi-Party Computation2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access
Şeyma Selcan Mağara, Esther Havemann, Debora Jutz, Ali Burak Ünal, Mete Akgün
0citations
14 results