Poulain, Raphael

1. Bias patterns in the application of LLMs for clinical decision support: A comprehensive study
   2024/04/23 by Raphael Poulain, Poulain, Raphael, Hamed Fayyaz +3 · 6 citations
   Computer Science · Medicine · #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
2. Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods
   2023/05/19 by Raphael Poulain, Mirza Farhan Bin Tarek, Poulain, Raphael +3 · 2 citations
   Economics, Econometrics and Finance · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG)
3. Aligning (Medical) LLMs for (Counterfactual) Fairness
   2024/08/22 by Poulain, Raphael, Fayyaz, Hamed, Beheshti, Rahmatollah · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Enabling Scalable Evaluation of Bias Patterns in Medical LLMs
   2024/10/18 by Hamed Fayyaz, Fayyaz, Hamed, Raphael Poulain +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies