Alvin Rajkomar
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Singhal, Karan, Shekoofeh Azizi +65 · 5 voices · 325 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
- Scalable and accurate deep learning with electronic health records
2018/01/24 by Alvin Rajkomar, Eyal Oren, Kai Chen +35 · 2 voices · 51 citations
Computer Science · Health Professions · Medicine · #Machine Learning in Healthcare #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 254 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- Ensuring Fairness in Machine Learning to Advance Health Equity
2018/12/03 by Alvin Rajkomar, Michaela Hardt, Michael Howell +4 · 66 citations
Medicine · Health Professions · #Artificial Intelligence in Healthcare and Education #Healthcare cost, quality, practices #Ethics in Clinical Research
- Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes
2019/09/06 by Jonas Kemp, Kemp, Jonas, Alvin Rajkomar +3 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Healthcare #Topic Modeling #Biomedical Text Mining and Ontologies