Microsoft Health Futures - Microsoft Research: Publications

Publication

Framing Machine Learning Opportunities for Hypotension Prediction in Perioperative Care: A Socio-technical Perspective

Pratik Ghosh, Karen L. Posner, Stephanie L. Hyland, Stephanie Hyland, Wil van Cleve, Melissa Bristow, Dustin R. Long, Konstantina Palla, B. Nair, Christine Fong, Ronald Pauldine, M. Vavilala, Kenton O'hara

ACM Transactions on Computer-Human Interaction | April 2023, Vol 30: pp. 1-33

Publication

Toward structuring real-world data: Deep learning for extracting oncology information from clinical text with patient-level supervision

Sam Preston, Mu Wei, Rajesh Rao, Rob Tinn, Naoto Usuyama, Michael Lucas, Yu Gu, Roshanthi Weerasinghe, Soohee Lee, Brian Piening, Paul Tittel, Naveen Valluri, Tristan Naumann, Carlo Bifulco, Hoifung Poon

Patterns | April 2023, Vol 4(4)

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

Project

Publication

Context-faithful Prompting for Large Language Models

Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

March 2023

arXiv | 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

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

Low protease activity in B cell follicles promotes retention of intact antigens after immunization

Aereas Aung, Ang Cui, Laura Maiorino, Ava P. Amini, Justin R. Gregory, Maurice Bukenya, Yiming Zhang, Heya Lee, Christopher A. Cottrell, Duncan M. Morgan, Murillo Silva, Heikyung Suh, Jesse D. Kirkpatrick, Parastoo Amlashi, Tanaka Remba, Leah M. Froehle, Shuhao Xiao, Wuhbet Abraham, Josetta Adams, J. Christopher Love, Phillip Huyett, Douglas S. Kwon, Nir Hacohen, William R. Schief, Sangeeta N. Bhatia, Darrell J. Irvine

Science | January 2023, Vol 379(379): pp. eabn8934

Publication

A nanoparticle priming agent reduces cellular uptake of cell-free DNA and enhances the sensitivity of liquid biopsies

Carmen Martin-Alonso, Shervin Tabrizi, Kan Xiong, Timothy Blewett, Sahil Patel, Zhenyi An, Sainetra Sridhar, Ahmet Bekdemir, Douglas Shea, Ava P. Amini, Shih-Ting Wang, Jesse Kirkpatrick, Justin Rhoades, Todd R. Golub, J. Christopher Love, Viktor A. Adalsteinsson, Sangeeta N. Bhatia

bioRxiv | January 2023

Publication

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

Renqian Luo, Liai Sun, Yingce Xia, Tao Qin, Sheng Zhang, Hoifung Poon, Tie-Yan Liu

Briefings in Bioinformatics | November 2022, Vol 23(6)

Github

Publication

Multiscale profiling of protease activity in cancer

Ava P. Amini, Jesse D. Kirkpatrick, Cathy S. Wang, Alex M. Jaeger, Susan Su, Santiago Naranjo, Qian Zhong, Christina M. Cabana, Tyler Jacks, Sangeeta N. Bhatia

Nature Communications | October 2022, Vol 13(1)