Automated Detection of Tuberculosis from Sputum Smear Microscopic Images Using Transfer Learning Techniques. - Lillian Muyama; Joyce Nakatumba-Nabende; Deborah Mudali (ISDA, 2019)

Extracting Diagnosis Pathways from Electronic Health Records Using Deep Reinforcement Learning. - Lillian Muyama; Antoine Neuraz; Adrien Coulet (CoRR, 2023)

Prompting Large Language Models for Supporting the Differential Diagnosis of Anemia. - Elisa Castagnari; Lillian Muyama; Adrien Coulet (FLLM, 2024)

Deep Reinforcement Learning for personalized diagnostic decision pathways using Electronic Health Records: A comparative study on anemia and Systemic Lupus Erythematosus. - Lillian Muyama; Antoine Neuraz; Adrien Coulet (Artif. Intell. Medicine, 2024)

Step-by-Step Guidance to Differential Anemia Diagnosis with Real-World Data and Deep Reinforcement Learning. - Lillian Muyama; Estelle Lu; Geoffrey Cheminet; Jacques Pouchot; Bastien Rance; Anne-Isabelle Tropeano; Antoine Neuraz; Adrien Coulet (CoRR, 2024)

Machine learning approaches for the discovery of clinical pathways from patient data: A systematic review. - Lillian Muyama; Antoine Neuraz; Adrien Coulet (J. Biomed. Informatics, 2024)