Integrating radiomics into holomics for personalised oncology: from algorithms to bedside

por Gatta, Roberto, Depeursinge, Adrien, Ratib, Osman, Michielin, Olivier, Leimgruber, Antoine
Publicado 2020

Comparison between Two Different Scanners for the Evaluation of the Role of (18)F-FDG PET/CT Semiquantitative Parameters and Radiomics Features in the Prediction of Final Diagnosis...

por Dondi, Francesco, Pasinetti, Nadia, Gatta, Roberto, Albano, Domenico, Giubbini, Raffaele, Bertagna, Francesco
Publicado 2022

An Empirical Analysis of Predictors for Workload Estimation in Healthcare

por Gatta, Roberto, Vallati, Mauro, Pirola, Ilenia, Lenkowicz, Jacopo, Tagliaferri, Luca, Cappelli, Carlo, Castellano, Maurizio
Publicado 2020

Radiomics in Oncological PET Imaging: A Systematic Review—Part 1, Supradiaphragmatic Cancers

por Morland, David, Triumbari, Elizabeth Katherine Anna, Boldrini, Luca, Gatta, Roberto, Pizzuto, Daniele, Annunziata, Salvatore
Publicado 2022

Radiomics in Oncological PET Imaging: A Systematic Review—Part 2, Infradiaphragmatic Cancers, Blood Malignancies, Melanoma and Musculoskeletal Cancers

por Morland, David, Triumbari, Elizabeth Katherine Anna, Boldrini, Luca, Gatta, Roberto, Pizzuto, Daniele, Annunziata, Salvatore
Publicado 2022

Role of Radiomics Features and Machine Learning for the Histological Classification of Stage I and Stage II NSCLC at [(18)F]FDG PET/CT: A Comparison between Two PET/CT Scanners

por Dondi, Francesco, Gatta, Roberto, Albano, Domenico, Bellini, Pietro, Camoni, Luca, Treglia, Giorgio, Bertagna, Francesco
Publicado 2022

Radiomics to predict immunotherapy efficacy in advanced renal cell carcinoma: A retrospective study

por Rossi, Ernesto, Boldrini, Luca, Maratta, Maria Grazia, Gatta, Roberto, Votta, Claudio, Tortora, Giampaolo, Schinzari, Giovanni
Publicado 2023

Development and validation of a machine learning-based predictive model to improve the prediction of inguinal status of anal cancer patients: A preliminary report

por De Bari, Berardino, Vallati, Mauro, Gatta, Roberto, Lestrade, Laëtitia, Manfrida, Stefania, Carrie, Christian, Valentini, Vincenzo
Publicado 2016

Process Mining Dashboard in Operating Rooms: Analysis of Staff Expectations with Analytic Hierarchy Process

por Martinez-Millana, Antonio, Lizondo, Aroa, Gatta, Roberto, Vera, Salvador, Salcedo, Vicente Traver, Fernandez-Llatas, Carlos
Publicado 2019

Role of (18)F-FDG PET/CT Radiomics Features in the Differential Diagnosis of Solitary Pulmonary Nodules: Diagnostic Accuracy and Comparison between Two Different PET/CT Scanners

por Albano, Domenico, Gatta, Roberto, Marini, Matteo, Rodella, Carlo, Camoni, Luca, Dondi, Francesco, Giubbini, Raffaele, Bertagna, Francesco
Publicado 2021

A Process Mining Pipeline to Characterize COVID-19 Patients' Trajectories and Identify Relevant Temporal Phenotypes From EHR Data

por Dagliati, Arianna, Gatta, Roberto, Malovini, Alberto, Tibollo, Valentina, Sacchi, Lucia, Cascini, Fidelia, Chiovato, Luca, Bellazzi, Riccardo
Publicado 2022

Cetuximab in the treatment of metastatic mucoepidermoid carcinoma of the salivary glands: A case report and review of literature

por Grisanti, Salvatore, Amoroso, Vito, Buglione, Michela, Rosati, Anna, Gatta, Roberto, Pizzocaro, Claudio, Ferrari, Vittorio D, Marini, Giovanni
Publicado 2008

Interactive process mining of cancer treatment sequences with melanoma real-world data

por Wicky, Alexandre, Gatta, Roberto, Latifyan, Sofiya, Micheli, Rita De, Gerard, Camille, Pradervand, Sylvain, Michielin, Olivier, Cuendet, Michel A.
Publicado 2023

Leveraging process mining for modeling progression trajectories in amyotrophic lateral sclerosis

por Tavazzi, Erica, Gatta, Roberto, Vallati, Mauro, Cotti Piccinelli, Stefano, Filosto, Massimiliano, Padovani, Alessandro, Castellano, Maurizio, Di Camillo, Barbara
Publicado 2023

Baseline (18)F-FDG PET/CT Radiomics in Classical Hodgkin’s Lymphoma: The Predictive Role of the Largest and the Hottest Lesions

por Triumbari, Elizabeth Katherine Anna, Gatta, Roberto, Maiolo, Elena, De Summa, Marco, Boldrini, Luca, Mayerhoefer, Marius E., Hohaus, Stefan, Nardo, Lorenzo, Morland, David, Annunziata, Salvatore
Publicado 2023

Could 18-FDG PET-CT Radiomic Features Predict the Locoregional Progression-Free Survival in Inoperable or Unresectable Oesophageal Cancer?

por De Bari, Berardino, Lefevre, Loriane, Henriques, Julie, Gatta, Roberto, Falcoz, Antoine, Mathieu, Pierre, Borg, Christophe, Dinapoli, Nicola, Boulahdour, Hatem, Boldrini, Luca, Valentini, Vincenzo, Vernerey, Dewi
Publicado 2022

Unattended versus Attended Blood Pressure Measurement: Relationship with Retinal Microcirculation

por Paini, Anna, Agabiti Rosei, Claudia, De Ciuceis, Carolina, Aggiusti, Carlo, Bertacchini, Fabio, Cacciatore, Marco, Capellini, Sara, Gatta, Roberto, Malerba, Paolo, Stassaldi, Deborah, Rizzoni, Damiano, Salvetti, Massimo, Muiesan, Maria Lorenza
Publicado 2022

(18)F-Fluoroethylcholine PET/CT Radiomic Analysis for Newly Diagnosed Prostate Cancer Patients: A Monocentric Study

por Pizzuto, Daniele Antonio, Triumbari, Elizabeth Katherine Anna, Morland, David, Boldrini, Luca, Gatta, Roberto, Treglia, Giorgio, Bientinesi, Riccardo, De Summa, Marco, De Risi, Marina, Caldarella, Carmelo, Scarciglia, Eros, Totaro, Angelo, Annunziata, Salvatore
Publicado 2022

Predicting Radiotherapy Impact on Late Bladder Toxicity in Prostate Cancer Patients: An Observational Study

por Catucci, Francesco, Alitto, Anna Rita, Masciocchi, Carlotta, Dinapoli, Nicola, Gatta, Roberto, Martino, Antonella, Mazzarella, Ciro, Fionda, Bruno, Frascino, Vincenzo, Piras, Antonio, D’Aviero, Andrea, Preziosi, Francesco, Palazzoni, Giovanni, Valentini, Vincenzo, Mantini, Giovanna
Publicado 2021

A field strength independent MR radiomics model to predict pathological complete response in locally advanced rectal cancer

por Cusumano, Davide, Meijer, Gert, Lenkowicz, Jacopo, Chiloiro, Giuditta, Boldrini, Luca, Masciocchi, Carlotta, Dinapoli, Nicola, Gatta, Roberto, Casà, Calogero, Damiani, Andrea, Barbaro, Brunella, Gambacorta, Maria Antonietta, Azario, Luigi, De Spirito, Marco, Intven, Martijn, Valentini, Vincenzo
Publicado 2020