Large Language Models in Healthcare: An Urgent Call for Ongoing, Rigorous Validation. - Gerson Hiroshi Yoshinari Júnior; Luciano Magalhães Vitorino (J. Medical Syst., 2024)

Reasoning Models and Decision-Making in Medicine - Are we Finally There? - Gerson Hiroshi Yoshinari Júnior; Ana Lídia Corrêa da Silva Moreira; Samantha Teofilo Valerio Yoshinari; Luciano Magalhães Vitorino (XR (7), 2025)

Digital Twins in HealthCare: An Opinion Poll and Reflection on Ethical Aspects. - Ana Lídia Corrêa da Silva Moreira; Sanderson Oliveira de Macedo; Luciano Magalhães Vitorino; Gerson Hiroshi Yoshinari Júnior (XR (7), 2025)

Unveiling Bias in Distilled Artificial Intelligence Models: Ethical and Clinical Impacts on Decision-Making and Medical Auditing. - Gerson Hiroshi Yoshinari Júnior; Luciano Magalhães Vitorino (J. Medical Syst., 2025)