Title
Statistical Challenges with Dataset Construction: Why You Will Never Have Enough Images Josh Goldman John K. Tsotsos 35 1 0 20 Aug 2024
Joining Forces for Pathology Diagnostics with AI Assistance: The EMPAIA Initiative N. Zerbe L. O. Schwen Christian Geißler Katja Wiesemann Tom Bisson ... M. Plass Michael Takla Tobias Küster A. Homeyer P. Hufnagl 22 5 0 22 Dec 2023
Performance of externally validated machine learning models based on histopathology images for the diagnosis, classification, prognosis, or treatment outcome prediction in female breast cancer: A systematic review Ricardo Gonzalez Peyman Nejat Ashirbani Saha Clinton J.V. Campbell Andrew P. Norgan Cynthia Lokker 24 4 0 09 Dec 2023
Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities Ricardo Gonzalez Ashirbani Saha Clinton J.V. Campbell Peyman Nejat Cynthia Lokker Andrew P. Norgan 33 13 0 06 Dec 2023
Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation Katharina Fogelberg Sireesha Chamarthi Roman C. Maron Julia Niebling T. Brinker OOD 19 14 0 14 Apr 2023
The NCI Imaging Data Commons as a platform for reproducible research in computational pathology D. Schacherer M. Herrmann David Clunie H. Höfener W. Clifford William J. R. Longabaugh S. Pieper Ron Kikinis Andrey Fedorov A. Homeyer 25 7 0 16 Mar 2023
Negative Data Augmentation Abhishek Sinha Kumar Ayush Jiaming Song Burak Uzkent Hongxia Jin Stefano Ermon 39 72 0 09 Feb 2021
PanNuke Dataset Extension, Insights and Baselines Jevgenij Gamper Navid Alemi Koohbanani Ksenija Benes S. Graham Mostafa Jahanifar S. Khurram A. Azam K. Hewitt Nasir M. Rajpoot 110 174 0 24 Mar 2020