Beheshti, Rahmatollah

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. Time-series Imputation and Prediction with Bi-Directional Generative Adversarial Networks
   2020/09/18 by Gupta, Mehak, Beheshti, Rahmatollah · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. 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)
5. HealthGAT: Node Classifications in Electronic Health Records using Graph Attention Networks
   2024/03/26 by Piya, Fahmida Liza, Gupta, Mehak, Beheshti, Rahmatollah · 1 citation
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. 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