Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models. - Stephane Doyen; Hugh Taylor; Peter Nicholas; Lewis Crawford; Isabella Young; Michael Sughrue (CoRR, 2021)

12 Plagues of AI in Healthcare: A Practical Guide to Current Issues With Using Machine Learning in a Medical Context. - Stephane Doyen; Nicholas B. Dadario (Frontiers Digit. Health, 2022)