illustration of DNA strand and abstract shapes on a computer screen on a green gradient background

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

white icons of first aid kit, DNA strand, laptop monitor with overlapping eye, and microscope on a blue and green gradient background

Scaling early detection of esophageal cancer with AI

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Microsoft Health Futures

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Agent AI: Surveying the Horizons of Multimodal Interaction

Zane Durante, Qiuyuan Huang, Naoki Wake, Ran Gong , Jae Sung Park, Bidipta Sarkar, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Yejin Choi, Katsushi Ikeuchi, Hoi Vo, Fei-Fei Li, Jianfeng Gao

arXiv: 2401.03568 | January 2024

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Methodological Research on Radiogenomics: Combining Radiomics and Genomics for Classification

Merve KASIKCI, Erdal Cosgun, Erdem Karabulut

Turkiye Klinikleri Journal of Biostatistics | January 2024, Vol 16(1)

Publication

Widespread Adoption of Precision Anticancer Therapies After Implementation of Pathologist-Directed Comprehensive Genomic Profiling Across a Large US Health System

A. Dowdell, R. Meng, A. Vita, B. Bapat, D. Hanes, Shu-Ching Chang, L. Harold, Cliff Wong, Hoifung Poon, Brock Schroeder, R. Weerasinghe, R. Leidner, W.J. Urba, Carlo Bifulco, B. Piening

JCO Oncology Practice | January 2024, Vol 20: pp. 1523-1532

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Hospital use of common Z-codes for Medicare fee-for-service beneficiaries, 2017–2021

Ji E Chang, Nate Smith, Zoe Lindenfeld, Bill Weeks

Health Affairs Scholar | January 2024, Vol 2(1)

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Target-aware Molecule Generation for Drug Design Using a Chemical Language Model

Yingce Xia, Kehan Wu, Pan Deng, Renhe Liu, Yuan Zhang, Han Guo, Yumeng Cui, Qizhi Pei, Lijun Wu, Shufang Xie, Si Chen, Xi Lu, Song Hu, Jinzhi Wu, Chi-Kin Chan, Shuo Chen, Liangliang Zhou, Nenghai Yu, Haiguang Liu, Jinjiang Guo, Tao Qin, Tie-Yan Liu

January 2024

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All Sustainable Development Goals Support Good Health and Well-Being

Bill Weeks (wiweeks), James Weinstein, Juan M. Lavista Ferres

International Journal of Public Health | December 2023, Vol 68

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All Sustainable Development Goals Support Good Health and Well-Being

Bill Weeks, James Weinstein, Juan M. Lavista Ferres

International Journal of Public Health | December 2023, Vol 68

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Microsoft Research Blog

Research at Microsoft 2023: A year of groundbreaking AI advances and discoveries

December 22, 2023

AI saw unparalleled growth in 2023, reaching millions daily. This progress owes much to the extensive work of Microsoft researchers and collaborators. In this review, learn about the advances in 2023, which set the stage…

Publication

RadEdit: Stress-Testing Biomedical Vision Models via Diffusion Image Editing

Fernando Pérez-García, Sam Bond-Taylor, Pedro P. Sanchez, Boris van Breugel, Daniel Coelho de Castro, Harshita Sharma, Valentina Salvatelli, Maria T. A. Wetscherek, Hannah Richardson (nee Murfet), Matthew P Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay, Maximilian Ilse

ECCV 2024 | December 2023

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Abstracts: December 12, 2023

December 12, 2023

Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this…

Medical, health, and genomics

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