Protocol to explain graph neural network predictions using an edge-centric Shapley value-based approach

por Mastropietro, Andrea, Pasculli, Giuseppe, Bajorath, Jürgen
Publicado 2022

A non-stationary Markov model for economic evaluation of grass pollen allergoid immunotherapy

por Bilancia, Massimo, Pasculli, Giuseppe, Di Bona, Danilo
Publicado 2020

NIAPU: network-informed adaptive positive-unlabeled learning for disease gene identification

por Stolfi, Paola, Mastropietro, Andrea, Pasculli, Giuseppe, Tieri, Paolo, Vergni, Davide
Publicado 2023

EdgeSHAPer: Bond-centric Shapley value-based explanation method for graph neural networks

por Mastropietro, Andrea, Pasculli, Giuseppe, Feldmann, Christian, Rodríguez-Pérez, Raquel, Bajorath, Jürgen
Publicado 2022

Updating the Clinical Application of Blood Biomarkers and Their Algorithms in the Diagnosis and Surveillance of Hepatocellular Carcinoma: A Critical Review

por Shahini, Endrit, Pasculli, Giuseppe, Solimando, Antonio Giovanni, Tiribelli, Claudio, Cozzolongo, Raffaele, Giannelli, Gianluigi
Publicado 2023

“The Disease Awareness Innovation Network” for chronic kidney disease identification in general practice

por Pesce, Francesco, Pasculli, Domenico, Pasculli, Giuseppe, De Nicola, Luca, Cozzolino, Mario, Granata, Antonio, Gesualdo, Loreto
Publicado 2022

Economic impact of industry-sponsored clinical trials in inflammatory bowel diseases: Results from the national institute of gastroenterology “Saverio de Bellis”

por Polignano, Maurizio Gaetano, Pasculli, Giuseppe, Trisolini, Pietro, Di Lorenzo, Michele Albino, Dalfino, Giuseppe, Giannelli, Gianluigi
Publicado 2022

Network Proximity-Based Drug Repurposing Strategy for Early and Late Stages of Primary Biliary Cholangitis

por Shahini, Endrit, Pasculli, Giuseppe, Mastropietro, Andrea, Stolfi, Paola, Tieri, Paolo, Vergni, Davide, Cozzolongo, Raffaele, Pesce, Francesco, Giannelli, Gianluigi
Publicado 2022

Role of plasma phosphorylated neurofilament heavy chain (pNfH) in amyotrophic lateral sclerosis

por Zecca, Chiara, Dell’Abate, Maria Teresa, Pasculli, Giuseppe, Capozzo, Rosa, Barone, Roberta, Arima, Serena, Pollice, Alessio, Brescia, Vincenzo, Tortelli, Rosanna, Logroscino, Giancarlo
Publicado 2022

Identification of glomerulosclerosis using IBM Watson and shallow neural networks

por Pesce, Francesco, Albanese, Federica, Mallardi, Davide, Rossini, Michele, Pasculli, Giuseppe, Suavo-Bulzis, Paola, Granata, Antonio, Brunetti, Antonio, Cascarano, Giacomo Donato, Bevilacqua, Vitoantonio, Gesualdo, Loreto
Publicado 2022

The Role of Age on Beta-Amyloid(1–42) Plasma Levels in Healthy Subjects

por Zecca, Chiara, Pasculli, Giuseppe, Tortelli, Rosanna, Dell’Abate, Maria Teresa, Capozzo, Rosa, Barulli, Maria Rosaria, Barone, Roberta, Accogli, Miriam, Arima, Serena, Pollice, Alessio, Brescia, Vincenzo, Logroscino, Giancarlo
Publicado 2021

Early versus delayed antiretroviral therapy based on genotypic resistance test: Results from a large retrospective cohort study

por Bavaro, Davide F., De Vito, Andrea, Pasculli, Giuseppe, Bouba, Yagai, Magnasco, Laura, Pincino, Rachele, Saladini, Francesco, Lattanzio, Rossana, Corsini, Romina, Arima, Serena, Zazzi, Maurizio, Incardona, Francesca, Rossetti, Barbara, Bezenchek, Antonia, Vanni, Borghi, Di Biagio, Antonio
Publicado 2022