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

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Scaling early detection of esophageal cancer with AI

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Published Date

Publication

Sensitivity analysis for causality in observational studies for regulatory science

Iván Díaz, Hana Lee, Emre Kiciman, E. Schenck, Mouna Akacha, Dean Follman, Debashis Ghosh

Journal of Clinical and Translational Science | October 2023, Vol 7

Publication

Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Bill Weeks, Ji E. Chang, José A. Pagán, Jeffrey Lumpkin, Divya Michael, Santiago Salcido, Allen Kim, Peter Speyer, Ann Aerts, James N. Weinstein, Juan M. Lavista Ferres

PLOS Global Public Health | October 2023

Project Project

Project

Agent-based multimodal AI systems are becoming a ubiquitous presence in our everyday lives. A promising direction for making these systems more interactive is to embody them as agents within specific environments. The grounding of large…

Publication

Neural Graphical Models

Harsh Shrivastava, Urszula Chajewska

European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2023) | September 2023

Project

Publication

Federated Learning with Neural Graphical Models

Urszula Chajewska, Harsh Shrivastava

Workshop on Advancements in Federated Learning (ECML-PKDD 2023) | September 2023

Publication

Overview of the MEDIQA-Sum Task at ImageCLEF 2023: Summarization and Classification of Doctor-Patient Conversations

Wen-wai Yim, Asma Ben Abacha, Griffin Adams, Neal Snider, Meliha Yetisgen

CLEF 2023 Conference and Labs of the Evaluation Forum | September 2023

Publication

Overview of ImageCLEFmedical 2023 – Caption Prediction and Concept Detection

Johannes Rückert, Asma Ben Abacha, Alba Garcia Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Henning Müller, Christoph M. Friedrich

CLEF 2023 Conference and Labs of the Evaluation Forum | September 2023

Video

Microsoft Research India – who we are.

September 15, 2023 | Kalika Bali, Sriram Rajamani, Venkat Padmanabhan, Tanuja Ganu

Employees from Microsoft Research India talk about their work, their aspirations to change the world and what makes MSR India such a great place to work in.

03:33

Podcast

Abstracts: September 13, 2023

September 13, 2023

The new #MSRPodcast series “Abstracts” is your source for cutting-edge research in brief. In the first episode, join researchers Ava Amini and Kevin K. Yang to learn about their new paper on using evolutionary-scale protein…

Microsoft Research Podcast - Abstracts hero with a microphone icon

Publication

Virchow: A Million-Slide Digital Pathology Foundation Model

Eugene Vorontsov, A. Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Siqi Liu, Kristen Severson, Eric Zimmermann, James Hall, Neil Tenenholtz, Nicolo Fusi, Philippe Mathieu, Alexander van Eck, Donghun Lee, Julian Viret, Eric Robert, Yi Kan Wang, Jeremy D. Kun, Matthew C. H. Le, Jan H Bernhard, R. Godrich, Gerard Oakley, Ewan Millar, Matthew G Hanna, J. Retamero, William A. Moye, Razik Yousfi, Christopher Kanan, D. Klimstra, B. Rothrock, Thomas J. Fuchs

September 2023

Medical, health, and genomics

GigaPath: Whole-Slide Foundation Model for Digital Pathology

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

Scaling early detection of esophageal cancer with AI

Microsoft Health Futures

Sensitivity analysis for causality in observational studies for regulatory science

Rural-urban disparities in health outcomes, clinical care, health behaviors, and social determinants of health and an action-oriented, dynamic tool for visualizing them

Agent AI

Neural Graphical Models

Federated Learning with Neural Graphical Models

Overview of the MEDIQA-Sum Task at ImageCLEF 2023: Summarization and Classification of Doctor-Patient Conversations

Overview of ImageCLEFmedical 2023 – Caption Prediction and Concept Detection

Microsoft Research India – who we are.

Abstracts: September 13, 2023

Virchow: A Million-Slide Digital Pathology Foundation Model

Medical, health, and genomics

Highlights