Revealing Interconnections between Diseases: from Statistical Methods to Large Language Models. - Alina Ermilova; Dmitrii Kornilov; Sofia Samoilova; Ekaterina Laptenkova; Anastasia Kolesnikova; Ekaterina Podplutova; Sofya Senotrusova; Maksim G. Sharaev (CoRR, 2025)