2 papers
cs.CL2026
Automated ICD Classification of Psychiatric Diagnoses: From Classical NLP to Large Language Models
Fernando Ortega, Raúl Lara-Cabrera, Jorge Dueñas-Lerín +3
Mental health has become a global priority, leading to a massive administrative burden in the coding of clinical diagnoses. This study proposes the automation of psychiatric diagno…
cs.LG2026
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation
Guillermo Iglesias, Gema Bello-Orgaz, María Navas-Loro +3
The scarcity of high-quality annotated medical data, particularly in mental health, poses a significant bottleneck for training robust machine learning models. Privacy regulations…