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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

Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment

Govinda M. Kamath, Tavor Z. Baharav, Ilan Shomorony

Neural Information Processing Systems | December 2019

Publication

Reducing Psychotropic Use in Older Non-demented Spanish Care Home Residents: a Before-After Comparison of Three Methods

Curtis L. Petersen, David Curto, Manish K. Mishra, Pedro Cano, Bill Weeks

Journal of General Internal Medicine | December 2019, Vol 35(1): pp. 383-385

Publication

Models of communication and control for brain networks: distinctions, convergence, and future outlook

P. Srivastava, Erfan Nozari, Jason Z. Kim, Harang Ju, D. Zhou, Cassiano Becker, F. Pasqualetti, George Pappas, D. Bassett

Network Neuroscience | December 2019, Vol 4: pp. 1122-1159

Publication

Personalized Input-Output Hidden Markov Models for Disease Progression Modeling.

Kristen Severson, Lana M. Chahine, Luba Smolensky, Kenney Ng, Jianying Hu, Soumya Ghosh

December 2019

Publication

Turkish version of the Yale Food Addiction Scale: preliminary results of factorial structure, reliability, and construct validity

Zehra Buyuktuncer, Asli Akyol, Aylin Ayaz, Reyhan Nergiz-Unal, Burcu Aksoy, Erdal Cosgun (ercosgun), et al.

Journal of Health, Population and Nutrition | December 2019, Vol 38(42)

Publication

Adverse events associated with colonoscopy; an examination of online concerns

Elad Yom-Tov, Benjamin Lebwohl

BMC Gastroenterology | December 2019, Vol 19

Publication

Binary Mode Multinomial Deep Learning Model for more efficient Automated Diabetic Retinopathy Detection

Anusua Trivedi, J. Desbiens, Ron Gross, S. Gupta, Juan M. Lavista Ferres, Rahul Dodhia

NeurIPS 2019 | December 2019

Project

Publication

Critical exon indexing improves clinical interpretation of copy number variants in neurodevelopmental disorders.

Hope Twede

Neurology Genetics | November 2019, Vol 5(6)

Publication

Assembly of the 373k gene space of the polyploid sugarcane genome reveals reservoirs of functional diversity in the world’s leading biomass crop

Glaucia Souza, et al

GigaScience | November 2019, Vol 8(12)

Video

Precision Health Engineering – Designing Health-Centered Mundane Technology to Increase Adherence

November 25, 2019 | Pablo Paredes

With the advent of ubiquitous computing, precision health, defined as the practice of personalized health, promises a future where we can prevent disease and maximize well-being. To succeed, we must engage healthy individuals to comply…

Video: Precision Health Engineering - Designing Health-Centered Mundane Technology to Increase Adherence

1:14:36

Medical, health, and genomics

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