Publications | Stanford Partnership in AI-Assisted Care (PAC)

2018 Publications

Bedside Computer Vision — Moving Artificial Intelligence from Driver Assistance to Patient Safety

Serena Yeung, Lance Downing, Li Fei-Fei, Arnold Milstein

New England Journal of Medicine
April 2018

Paper

2017 Publications

Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks

Amy Jin, Serena Yeung, Jeffrey Jopling, Jonathan Krause, Dan Azagury, Arnold Milstein, Li Fei-Fei

Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017

Workshop

Viewpoint Invariant Convolutional Networks for Identifying Risky Hand Hygiene Scenarios

Michelle Guo, Albert Haque, Serena Yeung, Jeffrey Jopling, Lance Downing, Alexandre Alahi, Brandi Campbell, Kayla Deru, William Beninati, Arnold Milstein, Li Fei-Fei

Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017

Workshop

Vision-Based Prediction of ICU Mobility Care Activities using Recurrent Neural Networks

Gabriel M. Bianconi, Rishab Mehra, Serena Yeung, Francesca Salipur, Jeffrey Jopling, Lance Downing, Albert Haque, Alexandre Alahi, Brandi Campbell, Kayla Deru, William Beninati, Arnold Milstein, Li Fei-Fei

Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017

Workshop

Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance

Albert Haque, Michelle Guo, Alexandre Alahi, Serena Yeung, Zelun Luo, Alisha Rege, Amit Singh, Jeffrey Jopling, Lance Downing, William Beninati, Terry Platchek, Arnold Milstein, Li Fei-Fei

Machine Learning in Healthcare Conference (MLHC), Proceedings of Machine Learning Research
August 2017

PDF arXiv Conference

2016 Publications

Vision-Based Hand Hygiene Monitoring in Hospitals

Serena Yeung, Alexandre Alahi, Zelun Luo, Boya Peng, Albert Haque,
Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei

American Medical Informatics Association (AMIA) Annual Symposium
November 2016

Conference

Towards Viewpoint Invariant 3D Human Pose Estimation

Albert Haque, Boya Peng, Zelun Luo, Alexandre Alahi, Serena Yeung, Li Fei-Fei

European Conference on Computer Vision (ECCV)
October 2016

PDF Website arXiv Conference

Classification of Developmental Disorders Using Eye-Movements

Guido Pusiol, Andre Esteva, Scott S. Hall, Michael Frank, Arnold Milstein, Li Fei-Fei

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
October 2016

PDF Conference

Recurrent Attention Models for Person Identification

Albert Haque, Alexandre Alahi, Li Fei-Fei

Conference on Computer Vision and Pattern Recognition (CVPR)
June 2016

PDF Website Conference

Smartphone-Based Conversational Agents and Responses to Questions About Mental Health, Interpersonal Violence, and Physical Health

Adam Miner, Arnold Milstein, Stephen Schueller, Roshini Hegde, Christina Mangurian, Eleni Linos
The Journal of the American Medical Association, JAMA Internal Medicine
May 2016

Publisher Website

2015 Publications

Vision-Based Hand Hygiene Monitoring in Hospitals

Serena Yeung, Alexandre Alahi, Zelun Luo, Boya Peng, Albert Haque, Amit Singh, Terry Platchek, Arnold Milstein, Li Fei-Fei
Workshop on Machine Learning in Healthcare, Neural Information Processing Systems (NIPS)
December 2015

PDF Conference