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Medical, health, and genomics

Digital pathology helps decode tumor microenvironments for precision immunotherapy. GigaPath is a novel vision transformer that can scale to gigapixel whole-slide images by adapting dilated attention for digital pathology. In joint work with Providence and UW, we’re sharing Prov-GigaPath, the first whole-slide pathology foundation model pretrained on large-scale real-world data, for advancing clinical research and discovery.

GigaPath: Whole-Slide Foundation Model for Digital Pathology

Research Forum Ep2 | Panel | Transforming the Natural Sciences with AI

Research Forum 2 | Panel Discussion: Transforming the Natural Sciences with AI

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Scaling early detection of esophageal cancer with AI

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Microsoft Health Futures

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Published Date

Publication

BCI Use and Its Relation to Adaptation in Cortical Networks

Kaitlyn Casimo, Kurt E. Weaver, Jeremiah (Miah) Wander, Jeffrey G. Ojemann

IEEE Transactions on Neural Systems and Rehabilitation Engineering | March 2017, Vol 25: pp. 1697-1704

Publication

Image Quality Transfer and Applications in Diffusion MRI

Daniel C. Alexander, Darko Zikic, Aurobrata Gosh, Ryutaro Tanno, Viktor Wottschel, Jiaying Zhang, Enrico Kaden, Tim B. Dirby, Stamatios N. Sotiropoulos, Hui Zhang, Antonio Criminisi

Neuroimage | March 2017

Project

Publication

Demonstration of motor-related beta and high gamma brain signals in subdermal electroencephalography recordings

Jared Olson, Jeremiah (Miah) Wander, Felix Darvas

Clinical Neurophysiology | March 2017

Publication

The High Value Healthcare Collaborative: Observational Analyses of Care Episodes for Hip and Knee Arthroplasty Surgery.

Bill Weeks, William J. Schoellkopf, Lyle S. Sorensen, Andrew L. Masica, Robert E. Nesse, James Weinstein

Journal of Arthroplasty | February 2017, Vol 32(3): pp. 702-708

Publication

“At times avuncular and cantankerous, with the reflexes of a mongoose”: Understanding Self-Expression through Augmentative and Alternative Communication Devices

Shaun Kane, Meredith Ringel Morris, Ann Paradiso, Jon Campbell

Proceedings of CSCW 2017 | February 2017

Project Project

Publication

AACrobat: Using Mobile Devices to Lower Communication Barriers and Provide Autonomy with Gaze-Based AAC

Alex Fiannaca, Ann Paradiso, Mira Shah, Meredith Ringel Morris

Proceedings of CSCW 2017 | February 2017

Best Paper Honorable Mention

Video Github Project Project

Project

Human-Data Interaction for Self-Monitoring

Empowering people to improve their lives by fully leveraging the data about themselves In recent years, we have witnessed rapid advancements in consumer health technologies. People are also increasingly tracking personal health data outside…

Publication

Cell-Specific Computational Modelling of the PIM pathway in Acute Myeloid Leukemia

Dana Silverbush, Shaun Grosskurth, Dennis Wang, Francoise Powell, Berthold Gottgens, Jonathan Dry, Jasmin Fisher

Cancer Research | February 2017, Vol 77(4): pp. 1-12

Publication

Membrane Crowding and Complexity: Interplay between Protein-Lipid Interactions, Clustering and Diffusion

Anna L. Duncan, Heidi Koldsø, T. Reddy, Jean Helie, M. Sansom

February 2017

Publication

Validation of New Signal Detection Methods for Web Query Log Data Compared to Signal Detection Algorithms Used With FAERS

Drug Safety | February 2017, Vol 40(5): pp. 399-408

Project

Medical, health, and genomics

Highlights