Pfohl, Stephen
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Shekoofeh Azizi, Singhal, Karan +65 · 5 voices · 452 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Singhal, Karan, Tao Tu +64 · 4 voices · 58 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #cs.AI #cs.CL #cs.LG
- Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking
2023/12/14 by Jacob Eisenstein, Chirag Nagpal, Eisenstein, Jacob +24 · 2 voices · 47 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.LG
- Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk
2018/09/12 by Pfohl, Stephen, Marafino, Ben, Coulet, Adrien +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Effectiveness of Multitask Learning for Phenotyping with Electronic\n Health Records Data
2018/08/09 by Daisy Yi Ding, Ding, Daisy Yi, Chloé Simpson +9 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Topic Modeling
- Counterfactual Reasoning for Fair Clinical Risk Prediction
2019/07/14 by Stephen Pfohl, Tony Duan, Pfohl, Stephen +5 · 1 citation
Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare and Education #Computers and Society (cs.CY) #FOS: Computer and information sciences #Healthcare cost, quality, practices #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare