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

female doctor / nurse reviewing a tablet

Current selections

Sort by: Most recent

Clear selections

Search within these results

Content Types

People

Jonathan M. Carlson (124)

David Heckerman (109)

Bill Weeks (102)

Juan M. Lavista Ferres (85)

Antonio Criminisi (62)

James Weinstein (60)

Hoifung Poon (54)

Ava P. Amini (45)

Eric Horvitz (43)

Javier Alvarez-Valle (42)

Tristan Naumann (33)

Nicolo Fusi (31)

Anton Schwaighofer (30)

Lorin Crawford (30)

Rahul Dodhia (30)

Desney Tan (28)

Daniel Coelho de Castro (28)

Naoto Usuyama (27)

Matthew P Lungren (27)

Aditya Nori (26)

Shruthi Bannur (25)

Peter Lee (24)

Ed Cutrell (23)

Stephanie Hyland (23)

Mohit Jain (23)

Karin Strauss (21)

Ryen W. White (21)

Amit Sharma (20)

Jeremiah (Miah) Wander (20)

Abigail Sellen (19)

Yixi Xu (19)

Jianfeng Gao (18)

Bichlien Nguyen (18)

Kenji Takeda (17)

Cliff Wong (17)

Sheng Zhang (17)

Kevin Kaichuang Yang (17)

Meghana Kshirsagar (17)

Asma Ben Abacha (17)

Kenza Bouzid (17)

Dimitra Emmanouilidou (16)

Amanda K. Hall (16)

Fernando Pérez-García (16)

Scott Saponas (15)

Harshita Sharma (15)

Anja Thieme (14)

Hannah Richardson (nee Murfet) (14)

Ann Paradiso (13)

Emre Kiciman (13)

Yuan-Jyue Chen (13)

Lester Mackey (13)

Valentina Salvatelli (13)

Michael Hansen (13)

Cecily Morrison (12)

Jina Suh (12)

Hope Twede (12)

Richard Banks (11)

Nipun Kwatra (11)

Anthony Ortiz (11)

Kristen Severson (11)

Maximilian Ilse (11)

Shamsi Iqbal (10)

Melissa Bristow (10)

Wen-wai Yim (10)

Scott Counts (9)

Darren Edge (9)

Caleb Robinson (9)

Will Guyman (9)

Cameron Runde (9)

Manik Varma (8)

Javier Hernandez (8)

Alex Lu (8)

Sarah Alamdari (8)

Smitha Saligrama (8)

Chris Quirk (7)

Christopher Bishop (7)

Ethan Jackson (7)

Greg Smith (7)

Ivan Tashev (7)

John Winn (7)

Ken Hinckley (7)

Ken Woodberry (7)

Spencer Fowers (7)

Sumit Basu (7)

Ran Gilad-Bachrach (7)

Dongsheng Li (7)

Shahrzad Gholami (7)

John Stairs (7)

H. Jabran Zahid (7)

Darren Tanner (7)

Jennifer Chayes (6)

John Langford (6)

Nebojsa Jojic (6)

Sharon Gillett (6)

Pratik Ghosh (6)

Hao Cheng (6)

Felipe Oviedo (6)

Lili Qiu (6)

Zelalem Gero (6)

Sam Bond-Taylor (6)

Hui Xue (6)

Thomas Lin (6)

Ben Cutler (5)

Chris White (5)

Hannes Gamper (5)

Jonathan Lester (5)

John Tang (5)

Jonathan Larson (5)

Nicolas Villar (5)

Ron Paulsen (5)

Sean Rintel (5)

Siân Lindley (5)

Sriram Rajamani (5)

Sonia Jaffe (5)

Amber Hoak (5)

David Tittsworth (5)

Neil Tenenholtz (5)

Urszula Chajewska (5)

Ashley J. Llorens (5)

Noel Codella (5)

Jaspreet Bagga (5)

Ashley Conard (5)

A.J. Brush (4)

Christian Borgs (4)

Darren Gehring (4)

danah boyd (4)

Dongmei Zhang (4)

Gabe Cohn (4)

Haiyan Zhang (4)

Jacki O'Neill (4)

Jennifer Wortman Vaughan (4)

Jake Hofman (4)

Johannes Gehrke (4)

James Scott (4)

Kori Inkpen (4)

Miro Dudík (4)

Sasa Junuzovic (4)

Jaime Teevan (4)

Hanna Wallach (4)

Xing Xie (4)

Swami Manohar (4)

Ted Meeds (4)

Martez Mott (4)

Hamed Khanpour (4)

Denae Ford (4)

Weiwei Yang (4)

Xufang Luo (4)

Rianne van den Berg (4)

Sarah Lewis (4)

Harsha Nori (4)

Allen Kim (4)

Xinyang Jiang (4)

Bonnie Kruft (4)

Frank Noé (4)

Thiago V. Spina (4)

Andrea Britto Mattos Lima (4)

Whitney Hudson (4)

Felix Meissen (4)

Andrew D. Wilson (3)

Chuck Needham (3)

Daniel G. Goldstein (3)

Ece Kamar (3)

Furu Wei (3)

E. Glen Weyl (3)

Haidong Zhang (3)

Katsushi Ikeuchi (3)

Mike Shepperd (3)

Michael Naehrig (3)

Ranveer Chandra (3)

Ryota Tomioka (3)

Stephen Lin (3)

Weiwei Cui (3)

Xiaodong Liu (3)

Nathan Evans (3)

Yun Wang (3)

Vaishnavi Ranganathan (3)

Tanuja Ganu (3)

Naoki Wake (3)

Jenna Butler (3)

Yuqing Yang (3)

Sara Malvar (3)

Sameer Segal (3)

Mohamed Ahmed (3)

Jennifer Neville (3)

Robert Osazuwa Ness (3)

Julia Greissl (3)

Alex Chouldechova (3)

Girmaw Abebe Tadesse (3)

Shrey Jain (3)

Juan Manuel Zambrano Chaves (3)

Cassiano Becker (3)

Tricia Mayer (2)

Andrew Blake (2)

Adam Fourney (2)

Nancy Baym (2)

Josh Benaloh (2)

Bozidar Radunovic (2)

Christian Bird (2)

Chin-Yew Lin (2)

David Rothschild (2)

Dinei Florencio (2)

Manish Gupta (2)

Jim Gray (2)

Katja Hofmann (2)

Kalika Bali (2)

Kate Crawford (2)

Karen Easterbrook (2)

Kim Laine (2)

Henrique S. Malvar (2)

Melissa Chase (2)

Mary L. Gray (2)

Nishanth Chandran (2)

Rick Rogahn (2)

Siddharth Suri (2)

Yordan Zaykov (2)

Harsha Simhadri (2)

Daniel Tsirulnikov (2)

Hadas Bitran (2)

Advait Sarkar (2)

Sunayana Sitaram (2)

Landon Cox (2)

Kate Lytvynets (2)

Jiang Bian (2)

Longqi Yang (2)

David Alvarez-Melis (2)

Krzysztof Maziarz (2)

Brent Hecht (2)

Adam D. Troy (2)

Xenofon Foukas (2)

Mengting Wan (2)

Aaron L Halfaker (2)

Robert Aichner (2)

Weishung Liu (2)

Madeleine Daepp (2)

Melanie Fernandez Pradier (2)

Josh Mandel (2)

Dean Carignan (2)

Amir Kantor (2)

Neha Parikh Shah (2)

Marwin Segler (2)

Samuel Chege Maina (2)

Johnny Johnson (2)

Ross Cutler (2)

Millicent Ochieng (2)

Jake Smith (2)

Kathleen Sullivan (2)

Eyal Kolman (2)

Serena Hillman (2)

Javier Zazo (2)

Luna K. Qiu (2)

Tian Xie (2)

Jose Jimenez-Luna (2)

Kate Nowak (2)

Lixin Sun (2)

Mukul Singh (2)

Chandan Singh (2)

Santiago Salcido (2)

Mahmoud Khademi (2)

Ade Famoti (2)

Yu Xie (2)

Paidamoyo Chapfuwa (2)

Tim Hempel (2)

Carles Domingo-Enrich (2)

Michael Gastegger (2)

Akshay Krishnamurthy (1)

Badrish Chandramouli (1)

Victor Bahl (1)

Bill Dolan (1)

Chetan Bansal (1)

Arnd Christian König (1)

Christian Paquin (1)

Dave Brown (1)

Daniel Cletheroe (1)

David Johnston (1)

Ken Eguro (1)

Fan Yang (1)

Gordon Bell (1)

Gopal Srinivasa (1)

Jonathan "Peli" de Halleux (1)

John Helmes (1)

Rui Ding (1)

Lei Cui (1)

Lev Nachmanson (1)

Bin Li (1)

Lidong Zhou (1)

Mao Yang (1)

Margus Veanes (1)

Matthai Philipose (1)

Matthew J. Parkinson (1)

Michel Galley (1)

Martin Grayson (1)

Markus Mobius (1)

Nathalie Henry Riche (1)

Neel Joshi (1)

Nick Craswell (1)

Nikhil Swamy (1)

Olivier Nano (1)

Robert DeLIne (1)

Roland Fernandez (1)

Siddhartha Sen (1)

Rick Szeliski (1)

Sergey Yekhanin (1)

Aseem Rastogi (1)

Laura Walker (1)

Rahul Sharma (1)

Vageesh D C (1)

Fangzhao Wu (1)

Budhaditya Deb (1)

Robert Sim (1)

Bryan Tower (1)

Qi Chen (1)

Sida Peng (1)

Hannes Schulz (1)

Christopher Gooley (1)

Sebastian Braun (1)

Scarlett Li (1)

Divya Gupta (1)

Tobias Schnabel (1)

Jimmy Hall (1)

Akshay Nambi (1)

Simon Frost (1)

Sudha Rao (1)

Eleanor Dillon (1)

Ali Alvi (1)

Rangan Majumder (1)

Shruti Tople (1)

Xiubo Geng (1)

Yeyun Gong (1)

Weiqing Liu (1)

Carolyn Buractaon (1)

Tadas Baltrusaitis (1)

Yiwen Zhu (1)

Donald Ngwe (1)

Ida Momennejad (1)

Rui Wang (1)

Fanny Nina Paravecino (1)

Peeyush Kumar (1)

Xiaotian Gao (1)

Anna Pavlenko (1)

Joyce Cahoon (1)

Jingwen Lu (1)

Brian Kroth (1)

Anthony Cintron Roman (1)

Mirian Hipolito Garcia (1)

Jason (Zengzhong) Li (1)

Harsh Vijay (1)

James Brand (1)

Tengchao Lv (1)

Jesús Camacho-Rodríguez (1)

Qianhui Wu (1)

Swati Sharma (1)

Leonardo Nunes (1)

Robin Abraham (1)

Liang Du (1)

Kinshuk Sengupta (1)

Najeeb G. Abdulhamid (1)

Elena Bonfiglioli (1)

Yansen Wang (1)

Thomas Roca, PhD (1)

Megan Stanley (1)

Yangyu Huang (1)

Chin-Wei Huang (1)

Yifan Yang (1)

Jiahang Xu (1)

Scott Freitas (1)

James Devine (1)

Caihua Shan (1)

Tammy Glazer (1)

Robert Pinsler (1)

Elise van der Pol (1)

Lucas A. Meyer (1)

Claudio Zeni (1)

Victor Garcia Satorras (1)

Andrew Fowler (1)

Shoko Ueda (1)

Bastiaan S. Veeling (1)

Simone Fobi Nsutezo (1)

Corby Rosset (1)

Judith Amores (1)

Xuchao Zhang (1)

Reshma Ramaprasad (1)

Jameson Merkow (1)

Bruno Silva (1)

Dongqi Han (1)

Chaoyun Zhang (1)

Yifei Shen (1)

Hao Pan (1)

Zhongqi Miao (1)

Amrita Gupta (1)

Gilles Quentin Hacheme (1)

Akram Zaytar (1)

Ursula Hardy (1)

Lucia Ronchi Darre (1)

Christopher O'Dowd (1)

Chao Ma (1)

Wenbo Gong (1)

Pashmina Cameron (1)

Stephen Schneider (1)

Daniel Zügner (1)

Kavyansh Chourasia (1)

Amit Misra (1)

Lev Tankelevitch (1)

Fabian Falck (1)

Flora Liu (1)

Jeya Maria Jose Valanarasu (1)

Rachel Lawrence (1)

Vidhisha Balachandran (1)

Guanghui Qin (1)

Peniel Argaw (1)

Jessica Young (1)

Zilong Wang (1)

Meygha Machado (1)

Alexander Ersoy (1)

Naiteek Sangani (1)

Tristan Lazard (1)

Published Date

Dataset Source Code

In this work, we developed a low-cost, smartphone-based automated Non-Invasive Break-Up Time (NIBUT) measurement prototype. It can be used to estimate dryness of the eye. We utilized the 3D-printed Placido ring attachment on a smartphone’s…

GitHub Project Publication

Publication

BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems

Nikita Mehandru, Amanda K. Hall, Olesya Melnichenko, Yulia Dubinina, Daniel Tsirulnikov, David Bamman, Ahmed Alaa, Scott Saponas, Venkat S. Malladi

January 2025

Publication

BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems

Nikita Mehandru, Amanda K. Hall, Olesya Melnichenko, Yulia Dubinina, Daniel Tsirulnikov, David Bamman, Ahmed Alaa, Scott Saponas, V. Malladi

January 2025

Publication

Benchmarking uncertainty quantification for protein engineering

Kevin P. Greenman, Ava P. Amini, Kevin Kaichuang Yang

PLOS Computational Biology | January 2025, Vol 21

Publication

Learning from other Domains to Advance AI Evaluation and Testing: Medical Device Testing: Regulatory Requirements, Evolution and Lessons for AI Governance

Mateo Aboy, Timo Minssen

January 2025

Publication

Learning from other Domains to Advance AI Evaluation and Testing: The History and Evolution of Testing in Pharmaceutical Regulation

Daniel Benamouzig, Daniel Carpenter

January 2025

Publication

Learning from other Domains to Advance AI Evaluation and Testing: Governance of Genome Edition in Human Therapeutics and Agricultural Applications

Alta Charo

January 2025

Publication

Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs

Suhas Babu, James Weinstein, Juan M. Lavista Ferres, Bill Weeks

The Journal of Rural Health | January 2025

Project

Publication

AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionals

Angela Mastrianni, Hope Twede, Aleksandra Sarcevic, Jeremiah (Miah) Wander, C. Austin-Tse, Scott Saponas, Heidi L. Rehm, Ashley Conard, Amanda K. Hall

December 2024

Publication

Evaluating the role of pre-training dataset size and diversity on single-cell foundation model performance

Alan DenAdel, Madeline Hughes, Akshaya Thoutam, Anay Gupta, Nicolo Fusi, Andrew W. Navia, Srivatsan Raghavan, Peter S. Winter, Ava P. Amini, Lorin Crawford

bioRxiv | December 2024

Project

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

DEDector

BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems

BioAgents: Democratizing Bioinformatics Analysis with Multi-Agent Systems

Benchmarking uncertainty quantification for protein engineering

Learning from other Domains to Advance AI Evaluation and Testing: Medical Device Testing: Regulatory Requirements, Evolution and Lessons for AI Governance

Learning from other Domains to Advance AI Evaluation and Testing: The History and Evolution of Testing in Pharmaceutical Regulation

Learning from other Domains to Advance AI Evaluation and Testing: Governance of Genome Edition in Human Therapeutics and Agricultural Applications

Improving Rural Healthcare by Creating Academic- and Nonacademic-Rural Hospital Partnerships Based on Community Health Needs Assessments and Technological Needs

AI-Enhanced Sensemaking: Exploring the Design of a Generative AI-Based Assistant to Support Genetic Professionals

Evaluating the role of pre-training dataset size and diversity on single-cell foundation model performance

Medical, health, and genomics

Highlights