Capturing the variety of clinical pathways in patients with schizophrenic disorders through state sequences analysis by Laura Savaré, Francesca Ieva, Giovanni Corrao, Antonio Lora

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Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance by Lara Cavinato, Matteo Pegoraro, Alessandra Ragni, Francesca Ieva

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Performing Learning Analytics via Generalised Mixed-Effects Trees by Luca Fontana, Chiara Masci, Francesca Ieva, Anna Maria Paganoni

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A Deep Survival EWAS approach estimating risk profile based on pre-diagnostic DNA methylation: An application to breast cancer time to diagnosis. by Michela Carlotta Massi, Lorenzo Dominoni, Francesca Ieva, Giovanni Fiorito

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Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data by Lara Cavinato, Michela Carlotta Massi, Martina Sollini, Margarita Kirienko, Francesca Ieva

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Ask Your Data—Supporting Data Science Processes by Combining AutoML and Conversational Interfaces by Sara Pido, Pietro Pinoli, Pietro Crovari, Francesca Ieva, Franca Garzotto, Stefano Ceri

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Evaluating the effect of healthcare providers on the clinical path of heart failure patients through a semi-Markov, multi-state model by Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni, Christopher H Jackson, Linda Sharples

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Author Correction: Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance by Lara Cavinato, Matteo Pegoraro, Alessandra Ragni, Martina Sollini, Paola Anna Erba, Francesca Ieva

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Multi-state modelling of heart failure care path: A population-based investigation from Italy. by Francesca Gasperoni, Francesca Ieva, Giulia Barbati, Arjuna Scagnetto, Annamaria Iorio, Gianfranco Sinagra, Andrea Di Lenarda

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Radiomics-Based Inter-Lesion Relation Network to Describe [¹⁸F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer by Lara Cavinato, Martina Sollini, Alessandra Ragni, Francesco Bartoli, Roberta Zanca, Francesco Pasqualetti, Andrea Marciano, Francesca Ieva, Paola Anna Erba

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[18F]FMCH PET/CT biomarkers and similarity analysis to refine the definition of oligometastatic prostate cancer by Martina Sollini, Francesco Bartoli, Lara Cavinato, Francesca Ieva, Alessandra Ragni, Andrea Marciano, Roberta Zanca, Luca Galli, Fabiola Paiar, Francesco Pasqualetti, Paola Anna Erba

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Learning high-order interactions for polygenic risk prediction. by Michela C Massi, Nicola R Franco, Andrea Manzoni, Anna Maria Paganoni, Hanla A Park, Michael Hoffmeister, Hermann Brenner, Jenny Chang-Claude, Francesca Ieva, Paolo Zunino

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Virtual Biopsy for Diagnosis of Chemotherapy-Associated Liver Injuries and Steatohepatitis: A Combined Radiomic and Clinical Model in Patients with Colorectal Liver Metastases by Guido Costa, Lara Cavinato, Chiara Masci, Francesco Fiz, Martina Sollini, Letterio Salvatore Politi, Arturo Chiti, Luca Balzarini, Alessio Aghemo, Luca di Tommaso, Francesca Ieva, Guido Torzilli, Luca Viganò

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Methodological framework for radiomics applications in Hodgkin’s lymphoma by Martina Sollini, Margarita Kirienko, Lara Cavinato, Francesca Ricci, Matteo Biroli, Francesca Ieva, Letizia Calderoni, Elena Tabacchi, Cristina Nanni, Pier Luigi Zinzani, Stefano Fanti, Anna Guidetti, Alessandra Alessi, Paolo Corradini, Ettore Seregni, Carmelo Carlo-Stella, Arturo Chiti

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A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort by Michela Carlotta Massi, Michela Carlotta Massi, Francesca Gasperoni, Francesca Ieva, Francesca Ieva, Francesca Ieva, Anna Maria Paganoni, Anna Maria Paganoni, Anna Maria Paganoni, Paolo Zunino, Andrea Manzoni, Nicola Rares Franco, Liv Veldeman, Liv Veldeman, Piet Ost, Piet Ost, Valérie Fonteyne, Valérie Fonteyne, Christopher J. Talbot, Tim Rattay, Adam Webb, Paul R. Symonds, Kerstie Johnson, Maarten Lambrecht, Karin Haustermans, Gert De Meerleer, Dirk de Ruysscher, Dirk de Ruysscher, Ben Vanneste, Evert Van Limbergen, Evert Van Limbergen, Ananya Choudhury, Rebecca M. Elliott, Elena Sperk, Carsten Herskind, Marlon R. Veldwijk, Barbara Avuzzi, Tommaso Giandini, Riccardo Valdagni, Riccardo Valdagni, Riccardo Valdagni, Alessandro Cicchetti, David Azria, Marie-Pierre Farcy Jacquet, Barry S. Rosenstein, Barry S. Rosenstein, Richard G. Stock, Kayla Collado, Ana Vega, Ana Vega, Ana Vega, Miguel Elías Aguado-Barrera, Miguel Elías Aguado-Barrera, Patricia Calvo, Patricia Calvo, Alison M. Dunning, Laura Fachal, Laura Fachal, Sarah L. Kerns, Debbie Payne, Jenny Chang-Claude, Jenny Chang-Claude, Petra Seibold, Catharine M. L. West, Tiziana Rancati

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Radiomic Analysis of Intrahepatic Cholangiocarcinoma: Non-Invasive Prediction of Pathology Data: A Multicenter Study to Develop a Clinical–Radiomic Model by Francesco Fiz, Noemi Rossi, Serena Langella, Andrea Ruzzenente, Matteo Serenari, Francesco Ardito, Alessandro Cucchetti, Teresa Gallo, Giulia Zamboni, Cristina Mosconi, Luca Boldrini, Mariateresa Mirarchi, Stefano Cirillo, Mario De Bellis, Ilaria Pecorella, Nadia Russolillo, Martina Borzi, Giulio Vara, Caterina Mele, Giorgio Ercolani, Felice Giuliante, Matteo Ravaioli, Alfredo Guglielmi, Alessandro Ferrero, Martina Sollini, Arturo Chiti, Guido Torzilli, Francesca Ieva, Luca Viganò

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Rationale and design of the CV-PREVITAL study: an Italian multiple cohort randomised controlled trial investigating innovative digital strategies in primary cardiovascular preventi... by Roberta Pastorino, Eloisa Arbustini, Andrea Faini, Gianfranco Parati, Grzegorz Bilo, Davide Soranna, Antonella Zambon, Sergio Leonardi, Alessandro Gialluisi, Lorenzo Giovanni Mantovani, Walter Ricciardi, Fabio Blandini, Giovanni Scambia, Catherine Klersy, Marialaura Bonaccio, Augusto Di Castelnuovo, Simona Costanzo, Amalia De Curtis, Mariarosaria Persichillo, Chiara Cerletti, Maria Benedetta Donati, Licia Iacoviello, Giuseppe Remuzzi, Camilla Torlasco, Giuseppe Ambrosio, Gabriele Zoppoli, Maria Chiara Grimaldi, Daniela Pedicino, Giovanna Liuzzo, Serena Pelusi, Daniele Prati, Luca Valenti, Francesca Gorini, Maurizio Sanguinetti, Giuseppe Ferrante, Gianluigi Condorelli, Giulio Pompilio, Stefania Boccia, Luigi Badano, Victor Savevski, Tiziana Bachetti, Gian Franco Gensini, Silvano Bosari, Alice Bonanni, Elena Tremoli, Angelo Santoliquido, Stefano Genovese, Sara Boveri, Gianfranco Gensini, Francesco Gianfagna, Italo Porto, Fabio Tuzzolino, Carolina Lombardi, Egidio Traversi, Fabrizio Veglia, Andrea Urbani, Domenico D’Amario, Gaetano Antonio Lanza, Antonio Uccelli, José Pablo Werba, Livio Luzi, Pietro Ameri, Davide Gentilini, Luisa Gilardini, Cecilia Invitti, Maurizio Volterrani, Maria Teresa La Rovere, Giovanni Gentile, Francesco Clemenza, Mario Urtis, Francesca Ieva, Maria Carla Roncaglioni, Valentina Milani, Paola Baiardi, Debora Rosa, Fabiana Madotto, Emilia Ruggiero, Teresa Panzera, Simona Esposito, Sara Magnacca, Fabrizia Noro, Roberta Parisi, Francesca Bracone, Irene Baroni, Damiano Baldassarre, Roberta Baetta, Luigi Frati, Pier Giulio Conaldi, Massimo Fini, Antonio Di Malta, Mauro Amato, Alice Bonomi, Francesca Colazzo, Martino Pengo, Luciana Auteri, Marta Baviera, Alberico Catapano, Alexis Elias Malavazos, Serenella Castelvecchio, Massimiliano Marco Corsi-Romanelli, Rosanna Cardani, Valentina Agnese, Bianca Pane, Laura Spinardi, Marco Visconti, Anna Di Blasio, Luisa Ojeda-Fernández, Andreana Foresta, Simonetta Scalvini, Antonia Pierobon, Alessandra Gorini, Annarosa Racca, Manuela Bandi, Lorenzo Menicanti, Gualtiero Colombo, Chiara Vavassori, Maria Luisa Biondi, Beatrice Frigerio, Alessio Ravani, Daniela Sansaro, Daniela Coggi, Alessandra Romandini, Monica Giroli, Mattia Giuliani, Maurizio Rondinelli, Catia Trudu, Carmen Cinieri, Massimo Monturano, Anna Di Blasio, Elisa Perger, Lucia Zanotti, Lidia Cova, Luca Grappiolo, Laura Papa, Ignazio Romano, Luisa Ojeda, Fiorenza Clerici, Angela Palumbo, Roberto Mattioli, Ermanno Longhi, Augusto Di Castelnuovo, Amalia De Curtis, Anwal Ghulam, Sabatino Orlandi, Sabrina Franciosa, Martina Morelli, Fiorella De Rita, Giovanni de Gaetano, Massimiliano MarcoCorsi Romanelli, Ambra Cerri, Carola Dubini, Manuel Bruno Trevisan, Laura Valentina Renna, Paola Giubbilini, Lucia Ramputi, Giada DeAngeli, Francesca Olmetti, Maurizio Bussotti, Carlo Gaetano, Martina Balbi, Laura Comini, Monica Lorenzoni, Adriana Olivares, Camilla Garrè, Riccardo Sideri, Giuseppe Caruana, Nicola Cuscino, Gabriele Di Gesaro, Alessio Greco, Italia Loddo, Domenico Palombo, Giovanni Spinella, Gaddiel Mozzetta, Alice Finotello, Giovanni Pratesi, Margherita Clerici, Cristiana Bianco, Rossana Carpani, Giulia Periti, Sara Margarita, Anna Severino, Alessia D’Aiello, Ramona Vinci, Mattia Brecciaroli, Simone Filomia, Luca Proto, Dalila Tarquini, Arianna Elia, Alessia Currao, Alessandro Di Toro, Lorenzo Giuliani, Giuseppe Caminiti, Federica Marcolongo, Barbara Sposato, Fiorella Guadagni, Valentina Morsella, Angelica Marziale, Antonio Di Malta, Giulia Protti

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