Sotabase

Career

· Associate Professor, University of Washington2021–
· Founder And Chief Medical Officer, Sound Life Sciences (acquired by Google)2019–2022
· Assistant Professor, University of Washington2016–2021
· Doctor of Medicine (M.D.), University of Washington
· Master of Science (MS), Epidemiology, University of Washington
· Bachelor of Arts (B.A.), University of Wisconsin-Madison

Publications (32)

The State of US Health, 1990-2016: Burden of Diseases, Injuries, and Risk Factors Among US States
Journal of the American Medical Association (JAMA) · 2018
1,270
cited
Towards accurate differential diagnosis with large language models
Nature · 2023
227
cited
PACT: Privacy-Sensitive Protocols And Mechanisms for Mobile Contact Tracing
IEEE Data Engineering Bulletin · 2020
205
cited
Contactless cardiac arrest detection using smart devices
npj Digital Medicine · 2019
117
cited
Contactless Infant Monitoring using White Noise
ACM/IEEE International Conference on Mobile Computing and Networking · 2019
107
cited
Opioid overdose detection using smartphones
Science Translational Medicine · 2019
97
cited
Occurrence and Timing of Subsequent Severe Acute Respiratory Syndrome Coronavirus 2 Reverse-transcription Polymerase Chain Reaction Positivity Among Initially Negative Patients
Clinical Infectious Diseases · 2020
76
cited
Burden of injury along the development spectrum: associations between the Socio-demographic Index and disability-adjusted life year estimates from the Global Burden of Disease Study 2017
Injury Prevention · 2020
75
cited
A Multicenter Randomized Trial of a Checklist for Endotracheal Intubation of Critically Ill Adults
Chest · 2017
66
cited
Transport injuries and deaths in the Eastern Mediterranean Region: findings from the Global Burden of Disease 2015 Study
International Journal of Public Health · 2017
52
cited
Occurrence and Timing of Subsequent SARS-CoV-2 RT-PCR Positivity Among Initially Negative Patients
medRxiv · 2020
49
cited
Etomidate, Adrenal Function, and Mortality in Critically Ill Patients
Respiratory care · 2013
35
cited
Scaling Wearable Foundation Models
International Conference on Learning Representations · 2024
33
cited
Closed-loop wearable naloxone injector system
Scientific Reports · 2021
31
cited
Written action plan use in inner-city children: is it independently associated with improved asthma outcomes?
Annals of Allergy, Asthma & Immunology · 2011
30
cited
Impact of COVID-19 response on global surgical volumes: an ongoing observational study
Bulletin of the World Health Organization · 2020
26
cited
Methylprednisolone Therapy in Acute Traumatic Spinal Cord Injury: Analysis of a Regional Spinal Cord Model Systems Database
Anesthesia and Analgesia · 2017
25
cited
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
Conference on Empirical Methods in Natural Language Processing · 2024
20
cited
Barriers to training family medicine residents in community health centers.
Family Medicine · 2010
11
cited
Seat-Belt Use In US Counties: Limited Progress Toward Healthy People 2020 Objectives.
Health Affairs · 2017
9
cited
Sotabase
Jacob Sunshine | Researcher Profile | Sotabase | Sotabase