Interpretable multimodal deep learning for real-time pan-tissue pan-disease pathology search on social media
A. J. Schaumberg, W. C. Juarez-Nicanor, S. J. Choudhury, L. G. Pastrian, B. S. Pritt, M. Prieto Pozuelo, R. Sotillo Sanchez, K. Ho, N. Zahra, B. D. Sener, S. Yip, B. Xu, S. R. Annavarapu, A. Morini, K. A. Jones, , T. J. Fuchs
The paper develops interpretable deep learning models to search for similar disease states across social media and PubMed using histopathology images and clinical data, achieving high precision in real-time diagnosis assistance.
bioRxiv · Mar 9, 2020Pathology