Author

A. J. Schaumberg

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pathology· 2

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Research Focus:cell type annotation· 2 Approach:deep learning· 2 Assay:imaging· 2 Research Focus:cell-cell communication· 1 Research Focus:differential expression· 1 Organism:human· 1

Frequent Co-Authors

S. J. Sirintrapun· 2 shared T. J. Fuchs· 2 shared A. Morini· 1 shared B. D. Sener· 1 shared B. S. Pritt· 1 shared B. Xu· 1 shared C. Miguel· 1 shared C. Rusu· 1 shared

Activity by Year

2017-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersPathology

S. J. Sirintrapun

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2 papers

Recent·Most cited

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

DeepScope: Nonintrusive Whole Slide Saliency Annotation and Prediction from Pathologists at the Microscope

A. J. Schaumberg, S. J. Sirintrapun, H. A. Al-Ahmadie, P. J. Schueffler, T. J. Fuchs

DeepScope annotates and predicts salient regions in whole-slide images using video recordings of pathologists' clinical work, achieving high accuracy in bladder and prostate cancer detection.

bioRxiv · Jan 22, 2017Pathology