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Publications index

Below is an index of publications written by Microsoft researchers, often in collaboration with the academic community.

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Research Areas: Medical, health and genomics
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Publication

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset

Shadab Ahamed, Yixi Xu, Ingrid Bloise, Joo H. O., Carlos F. Uribe, Rahul Dodhia, Juan M. Lavista Ferres, Arman Rahmim

Medical Imaging 2023 | April 2023

Publication

Reconstruction of Gene Regulatory Networks using Sparse Graph Recovery Models

Harsh Shrivastava

April 2023

Arxiv preprint | April 2023

Publication

AI as a Public Service

Juan M. Lavista Ferres, Elliot K. Fishman , Steven P. Rowe , Linda C. Chu , Elias Lugo-Fagundo

Journal of the American College of Radiology | March 2023

Publication

Compositional Zero-Shot Domain Transfer with Text-to-Text Models

Fangyu Liu, Qianchu Liu, Shruthi Bannur, Fernando Pérez-García, Naoto Usuyama, Sheng Zhang, Tristan Naumann, Aditya Nori, Hoifung Poon, Javier Alvarez-Valle, Ozan Oktay, Stephanie Hyland

TACL 2023 | March 2023

Publication

Context-faithful Prompting for Large Language Models

Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

March 2023

arXiv | March 2023

Publication

Capabilities of GPT-4 on Medical Challenge Problems

Harsha Nori, Nicholas King, Scott Mayer McKinney, Dean Carignan, Eric Horvitz

March 2023

arXiv: 2303.13375 | March 2023

Publication

Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing

Sheng Zhang, Yanbo Xu, Naoto Usuyama, Jaspreet Bagga, Robert Tinn, Sam Preston, Rajesh Rao, Mu Wei, Naveen Valluri, Cliff Wong, Matthew P Lungren, Tristan Naumann, Hoifung Poon

March 2023

arXiv | March 2023

Publication

Beyond chatting: The opportunities and challenges of ChatGPT in medicine and radiology (Editorial)

Juan M. Lavista Ferres, Bill Weeks, Linda C. Chu , Steven P. Rowe, Elliot K. Fishman

Diagnostic and Interventional Imaging | March 2023

Publication

Multilingual translation for zero-shot biomedical classification using BioTranslator

Hanwen Xu, Addie Woicik, Hoifung Poon, Russ B. Altman, Sheng Wang

Nature Communications | February 2023, Vol 14

Publication

Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network

Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman

Nature Communications | February 2023

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