Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs. - Marc Boubnovski Martell; Mitchell Chen; Kristofer Linton-Reid; Joram M. Posma; Susan J. Copley; Eric O. Aboagye (CoRR, 2021)

Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning. - Josefa Lia Stoisser; Marc Boubnovski Martell; Julien Fauqueur (CoRR, 2025)

Query, Don't Train: Privacy-Preserving Tabular Prediction from EHR Data via SQL Queries. - Josefa Lia Stoisser; Marc Boubnovski Martell; Kaspar Märtens; Lawrence Phillips; Stephen Michael Town; Rory M. Donovan-Maiye; Julien Fauqueur (CoRR, 2025)

STRuCT-LLM: Unifying Tabular and Graph Reasoning with Reinforcement Learning for Semantic Parsing. - Josefa Lia Stoisser; Marc Boubnovski Martell; Lawrence Phillips; Casper Hansen; Julien Fauqueur (CoRR, 2025)

MedSR-Impact: Transformer-Based Super-Resolution for Lung CT Segmentation, Radiomics, Classification, and Prognosis. - Marc Boubnovski Martell; Kristofer Linton-Reid; Mitchell Chen; Sumeet Hindocha; Benjamin Hunter; Marco A. Calzado; Richard Lee; Joram M. Posma; Eric O. Aboagye (CoRR, 2025)