DS4DH at TREC Health Misinformation 2021: Multi-Dimensional Ranking Models with Transfer Learning and Rank Fusion. - Boya Zhang; Nona Naderi; Fernando Jaume-Santero; Douglas Teodoro (TREC, 2021)

On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural Networks. - Sohrab Ferdowsi; Jenny Copara; Racha Gouareb; Nikolay Borissov; Fernando Jaume-Santero; Poorya Amini; Douglas Teodoro (AIME, 2022)

Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records. - Fernando Jaume-Santero; Boya Zhang; Dimitrios Proios; Anthony Yazdani; Racha Gouareb; Mina Bjelogrlic; Douglas Teodoro (HIS, 2022)

Transformer Performance for Chemical Reactions: Analysis of Different Predictive and Evaluation Scenarios. - Fernando Jaume-Santero; Alban Bornet; Alain Valery; Nona Naderi; David Vicente Alvarez; Dimitrios Proios; Anthony Yazdani; Colin Bournez; Thomas Fessard; Douglas Teodoro (J. Chem. Inf. Model., 2023)

Comparing neural language models for medical concept representation and patient trajectory prediction. - Alban Bornet; Dimitrios Proios; Anthony Yazdani; Fernando Jaume-Santero; Guy Haller; Edward Choi; Douglas Teodoro (Artif. Intell. Medicine, 2025)