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Medical, health, & genomics

Accelerating discoveries in medicine, health, and genomics through advances in computing, AI, and data science.

Tyger - portable MRI story: comparison of MRI scans

When MRI images come into focus: How Tyger scales image reconstruction signals

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The AI Revolution in Medicine, Revisited [Podcast]

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Talos: Scaling rare disease diagnosis with automated, iterative genomic reanalysis

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Microsoft Health Futures

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Microsoft Research Blog

A path to personalization: Using ML to subtype patients receiving digital mental health interventions

July 17, 2020 | Danielle Belgrave, Anja Thieme

Mental health experiences vary widely from individual to individual. Because of this, effective treatment is about identifying the unique set of tools that will help a person manage their mental health productively. And that rarely…

Publication

Effect of Missing Data Imputation on Deep Learning Prediction Performance for Vesicoureteral Reflux and Recurrent Urinary Tract Infection Clinical Study

Timur Kose, Su Ozgur, Erdal Cosgun (ercosgun), Ahmet Keskinoglu, Pembe Keskinoglu

Biomed Research International | July 2020, Vol 2020(15): pp. 1-15

Group

Studies in Pandemic Preparedness

These collaborative projects with academia span topics including infection prevention and control, treatment and diagnostics, allocation of resources, mental health implications and return to work.

Publication

Multi-scale Genomic Inference using Biologically Annotated Neural Networks

Pinar Demetci, Wei Cheng, Gregory Darnell, Xiang Zhou, Sohini Ramachandran, Lorin Crawford

bioRxiv | July 2020

Publication

Predicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis

Lorin Crawford, Anthea Monod, Andrew X. Chen, Sayan Mukherjee, Raúl Rabadán

Journal of the American Statistical Association | July 2020, Vol 115(531): pp. 1139-1150

Publication

Opportunities and Challenges for Analyzing Cancer Data at the Inter- and Intra-Institutional Levels

Julie Wu, Jordan Bryan, Samuel M. Rubinstein, Lucy Wang, Michele Lenoue-Newton, Raed Zuhour, Mia Levy, Christine Micheel, Yaomin Xu, Suresh K. Bhavnani, Lester Mackey, Jeremy L. Warner

JCO Precision Oncology | July 2020

Publication

Inequity in access to personalized medicine in France: Evidences from analysis of geo variations in the access to molecular profiling among advanced non-small-cell lung cancer patients: Results from the IFCT Biomarkers France Study.

Samuel Kembou Nzale, Bill Weeks, L’Houcine Ouafik, Isabelle Rouquette, Michèle Beau-Faller, Antoinette Lemoine, Pierre-Paul Bringuier, Anne-Gaëlle Le Coroller Soriano, Fabrice Barlesi, Bruno Ventelou

PLOS ONE | June 2020, Vol 15(7)

Publication

A Machine Learning Approach to Understanding Patterns of Engagement With Internet-Delivered Mental Health Interventions.

Isabel Chien, Angel Enrique, Jorge Palacios, Tim Regan, Dessie Keegan, David Carter, Sebastian Tschiatschek, Aditya Nori, Anja Thieme, Derek Richards, Gavin Doherty, Danielle Belgrave

JAMA Network | June 2020, Vol 3(7)

Project

Publication

Quantifying Molecular Bias in DNA Data Storage

Yuan-Jyue Chen, Christopher N. Takahashi, Lee Organick, Callista Bee, Siena Dumas Ang, Patrick Weiss, Bill Peck, Georg Seelig, Luis Ceze, Karin Strauss

Nature Communications | June 2020, Vol 11(3264)

Project

Publication

Deep learning for prediction of the air quality response to emission changes

Jia Xing, Shuxin Zheng, Dian Ding, James T Kelly, Shuxiao Wang, Siwei Li, Tao Qin, Mingyuan Ma, Zhaoxin Dong, Carey J. Jang, Yun Zhu, Haotian Zheng, Lu Ren, Tie-Yan Liu, Jiming Hao

Environmental Science & Technology | June 2020, Vol 54(14): pp. 8589-8600

Medical, health, & genomics

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