Michael W. Sjoding
- Racial Bias in Pulse Oximetry Measurement
2020/12/16 by Michael W. Sjoding, Robert P. Dickson, Theodore J. Iwashyna +2 · 1 voice · 13 citations
Engineering · Medicine · #Heart Rate Variability and Autonomic Control #Hemodynamic Monitoring and Therapy #Non-Invasive Vital Sign Monitoring
- Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
2023/05/02 by Shengpu Tang, Tang, Shengpu, Maggie Makar +7 · 6 citations
Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
- In critically ill patients, anti-anaerobic antibiotics increase risk of adverse clinical outcomes
2022/10/13 by Rishi Chanderraj, Jennifer M. Baker, Stephen G. Kay +11 · 3 citations
Medicine · Biochemistry, Genetics and Molecular Biology · #Sepsis Diagnosis and Treatment #Nosocomial Infections in ICU #Bacterial Identification and Susceptibility Testing
- Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts
2020/09/21 by Sarah Jabbour, David F. Fouhey, Jabbour, Sarah +7 · 2 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Machine Learning in Healthcare #Phonocardiography and Auscultation Techniques
- Clinician-in-the-Loop Decision Making: Reinforcement Learning with\n Near-Optimal Set-Valued Policies
2020/07/24 by Shengpu Tang, Tang, Shengpu, Aditya Modi +5 · 4 citations
Economics, Econometrics and Finance · Health Professions · Computer Science · #Health Systems, Economic Evaluations, Quality of Life #Healthcare Operations and Scheduling Optimization #Machine Learning in Healthcare