PHENO-RAG: An artificial intelligence tool for guideline-informed management decisions in hepatocellular carcinoma
Year: 2025
Type: article
Language: en
Topic: Hepatocellular Carcinoma Treatment and Prognosis
Authors and affiliations:
raw_author_name: Ciro Celsa
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy; Department of Surgery & Cancer, Imperial College London, London, UK
raw_author_name: Mauro Giuffrè
raw_affiliation_strings: Department of Internal Medicine (Digestive Diseases), Yale School of Medicine, New Haven, Connecticut, USA; Department of Medical, Surgical, and Health Sciences, University of Trieste, Trieste, Italy
raw_author_name: Gabriele Di Maria
raw_affiliation_strings: Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Salvatore Gruttadauria
raw_affiliation_strings: Department for the Treatment and the Study of Abdominal Diseases and Abdominal Transplantation, IRCCS-ISMETT (Istituto Mediterraneo per i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy; University of Catania, Catania, Italy
raw_author_name: Ugo Palazzo
raw_affiliation_strings: IRCCS-ISMETT (Istituto Mediterraneoper i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy
raw_author_name: Roberto Miraglia
raw_affiliation_strings: Radiology Service, IRCCS-ISMETT (Istituto Mediterraneoper i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy
raw_author_name: Luigi Maruzzelli
raw_affiliation_strings: Radiology Service, IRCCS-ISMETT (Istituto Mediterraneoper i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy
raw_author_name: Duilio Pagano
raw_affiliation_strings: Department for the Treatment and the Study of Abdominal Diseases and Abdominal Transplantation, IRCCS-ISMETT (Istituto Mediterraneo per i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy
raw_author_name: Roberto Cannella
raw_affiliation_strings: Department of Biomedicine, Neuroscience, and Advanced Diagnostics (Bi.N.D.), University of Palermo, Palermo, Italy
raw_author_name: Federico Midiri
raw_affiliation_strings: Radiology Service, IRCCS-ISMETT (Istituto Mediterraneoper i Trapianti e Terapie ad alta specializzazione), UPMCI (University of Pittsburgh Medical Center Italy) Palermo, Italy
raw_author_name: Roberta Ciccia
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Mauro Salvato
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Alessandro Grova
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Sofia Rao
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Gaetano Giusino
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Alessio Quartararo
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Guido Cusimano
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Alba Sparacino
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Valeria Gaudioso
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Valeria Genovese
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Rosangela Montenegro
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Claudia La Mantia
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Francesco Mercurio
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Simone Kresevic
raw_affiliation_strings: Department of Engineering and Architecture, University of Trieste, Italy
raw_author_name: Milos Ajcevic
raw_affiliation_strings: Department of Engineering and Architecture, University of Trieste, Italy
raw_author_name: Giuseppe Cabibbo
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy
raw_author_name: Giansalvo Cirrincione
raw_affiliation_strings: Département Electronique-Electrotechnique-Automatique (EEA), University of Picardie Jules Verne, Amiens, France
raw_author_name: Calogero Cammà
raw_affiliation_strings: Gastroenterology and Hepatology Unit, Department of Health Promotion, Mother & Child Care, Internal Medicine & Medical Specialties, University of Palermo, Palermo, Italy. Electronic address: Calogero.camma@unipa.it