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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

Predicting off-target effects for end-to-end CRISPR guide design

Nicolo Fusi, Jennifer Listgarten, Melih Elibol, John Doench, Michael Weinstein, Luong Hoang

October 2016

Tool

NCI-PID-PubMed Genomics Knowledge Base Completion Dataset

This dataset includes a database of regulation relationships among genes and corresponding textual mentions of pairs of genes in PubMed article abstracts. It was derived from the NCI PID Pathway Interaction Database, and the textual…

Access Publication

Publication

Rich Representation Spaces: Benefits in Digital Auscultation Signal Analysis

Dimitra Emmanouilidou

Signal Processing Systems | October 2016

Publication

Flexible Modelling of Genetic Effects on Function-Valued Traits

Nicolo Fusi, Jennifer Listgarten

International Conference on Research in Computational Molecular Biology (RECOMB 2016) | October 2016

Publication

Risk Stratification for Hospital Readmission of Heart Failure Patients: A Machine Learning Approach

Chun Pan Hon, Mayana Pereira, Shanu Sushmita, Ankur Teredesai, Martine De Cock

2016 International Conference on Bioinformatics | October 2016

Publication

Predicting Future Frequent Users of Emergency Departments in California State

Mayana Pereira, Vikhyati Singh, Chun Pan Hon, T. Greg McKelvey, Shanu Sushmita, Martine De Cock

2016 International Conference on Bioinformatics | October 2016

Publication

Distant Supervision For Relation Extraction Beyond The Sentence Boundary

Chris Quirk, Hoifung Poon

Fifteenth Conference of the European Association for Computational Linguistics (EACL), 2017 | September 2016

Project

Publication

The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes

Elad Yom-Tov, Barbara Marino, Jenifer Pai, Dawn Harris, Michael Wolf

Journal of Health Communication | September 2016, pp. 1107-1114

Project

Publication

The Effect of Limited Health Literacy on How Internet Users Learn About Diabetes

Journal of Health Communication | September 2016, Vol 21: pp. 1107-1114

Project

Video

Programming DNA

September 19, 2016 | Georg Seelig, Neil Dalchau, Andrew Phillips

Imagine a biological computer that operates inside a living cell, one that can be used to determine if a cell is cancerous and then trigger its death. In this project, this is done using DNA…

Medical, health, and genomics

Highlights