Physician Perspectives on Ambient AI Scribes
Shreya J Shah 1 2, Trevor Crowell 2, Yejin Jeong 2, Anna Devon-Sand 2, Margaret Smith 2, Betsy Yang 1 2 3, Stephen P Ma 1, April S Liang 1, Clarissa Delahaie 4, Caroline Hsia 4, Tait Shanafelt 1 5, Michael A Pfeffer 1 4, Christopher Sharp 1, Steven Lin 1 2, Patricia Garcia 1
Affiliations
1Department of Medicine, Stanford University School of Medicine, Stanford, California.
2Stanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California.
3Geriatric Research Education and Clinical Center, Veterans Administration Healthcare System, Palo Alto, California.
4Technology and Digital Solutions, Stanford Medicine, Stanford, California.
5WellMD Center, Stanford University School of Medicine, Stanford, California.
Ambient artificial intelligence scribes: physician burnout and perspectives on usability and documentation burden
Shreya J Shah 1 2, Anna Devon-Sand 2, Stephen P Ma 1, Yejin Jeong 2, Trevor Crowell 2, Margaret Smith 2, April S Liang 1, Clarissa Delahaie 3, Caroline Hsia 3, Tait Shanafelt 1 4, Michael A Pfeffer 1 3, Christopher Sharp 1, Steven Lin 1 2, Patricia Garcia 1
Affiliations
1Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, United States.
2Stanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA 94305, United States.
3Technology and Digital Solutions, Stanford Medicine, Stanford, CA 94305, United States.
4WellMD Center, Stanford University School of Medicine, Stanford, CA 94305, United States.
Clinical entity augmented retrieval for clinical information extraction
Ivan Lopez # 1 2, Akshay Swaminathan # 3 4, Karthik Vedula 5, Sanjana Narayanan 6, Fateme Nateghi Haredasht 6, Stephen P Ma 7, April S Liang 8, Steven Tate 9, Manoj Maddali 4 10, Robert Joseph Gallo 11 12, Nigam H Shah 6 13 14, Jonathan H Chen 4 6 7 14 15
Affiliations
1Stanford University School of Medicine, Stanford, CA, USA. ivlopez@stanford.edu.
2Department of Biomedical Data Science, Stanford, CA, USA. ivlopez@stanford.edu.
3Stanford University School of Medicine, Stanford, CA, USA.
4Department of Biomedical Data Science, Stanford, CA, USA.
5Poolesville High School, Poolesville, MD, USA.
6Stanford Center for Biomedical Informatics Research, Stanford, CA, USA.
7Division of Hospital Medicine, Stanford University School of Medicine, Stanford, CA, USA.
8Division of Clinical Informatics, Stanford University School of Medicine, Stanford, CA, USA.
9Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
10Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University School of Medicine, Stanford, CA, USA.
11Center for Innovation to Implementation, VA Palo Alto Healthcare System, Menlo Park, CA, USA.
12Department of Health Policy, Stanford University, Stanford, CA, USA.
13Technology and Digital Solutions, Stanford Healthcare, Palo Alto, USA.
14Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, CA, USA.
15Department of Medicine, Stanford, CA, USA.
#Contributed equally.
Ambient artificial intelligence scribes: utilization and impact on documentation time
Stephen P Ma 1, April S Liang 1, Shreya J Shah 1 2, Margaret Smith 2, Yejin Jeong 2, Anna Devon-Sand 2, Trevor Crowell 2, Clarissa Delahaie 3, Caroline Hsia 3, Steven Lin 1 2, Tait Shanafelt 1 4, Michael A Pfeffer 1 3, Christopher Sharp 1, Patricia Garcia 1
Affiliations
1Department of Medicine, Stanford University School of Medicine, Stanford, CA 94305, United States.
2Stanford Healthcare AI Applied Research Team, Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, CA 94305, United States.
3Technology and Digital Solutions, Stanford Medicine, Stanford, CA 94305, United States.
4WellMD Center, Stanford University School of Medicine, Stanford, CA 94305, United States.