Computer Vision-based Descriptive Analytics of Seniors’ Daily Activities for Long-term Health Monitoring
Machine Learning for Healthcare (MLHC) Conference
August 2018
3D Point Cloud-Based Visual Prediction of ICU Mobility Care Activities
Machine Learning for Healthcare (MLHC) Conference
August 2018
Bedside Computer Vision — Moving Artificial Intelligence from Driver Assistance to Patient Safety
New England Journal of Medicine
April 2018
Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks
Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017
Viewpoint Invariant Convolutional Networks for Identifying Risky Hand Hygiene Scenarios
Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017
Vision-Based Prediction of ICU Mobility Care Activities using Recurrent Neural Networks
Machine Learning for Health Workshop, Neural Information Processing Systems (NIPS)
December 2017
Towards Vision-Based Smart Hospitals: A System for Tracking and Monitoring Hand Hygiene Compliance
Machine Learning in Healthcare Conference (MLHC), Proceedings of Machine Learning Research
August 2017
Vision-Based Hand Hygiene Monitoring in Hospitals
American Medical Informatics Association (AMIA) Annual Symposium
November 2016
Towards Viewpoint Invariant 3D Human Pose Estimation
European Conference on Computer Vision (ECCV)
October 2016
Classification of Developmental Disorders Using Eye-Movements
International Conference on Medical Image Computing and
Computer-Assisted Intervention (MICCAI)
October 2016
Recurrent Attention Models for Person Identification
Conference on Computer Vision and Pattern Recognition (CVPR)
June 2016
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
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
Discovering the Signatures of Joint Attention in Child-Caregiver Interaction
The Annual Meeting of the Cognitive Science Society (CogSci)
July 2014
Developmental and Postural Changes in Children Visual Access to Faces
The Annual Meeting of the Cognitive Science Society (CogSci)
August 2013
Unsupervised Discovery, Modeling, and Analysis of Long Term Activities
International Conference on Computer Vision Systems (ICVS)
Septmber 2011
Trajectory Based Activity Discovery
IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS)
August 2010