Eleven quick tips for data cleaning and feature engineering

por Chicco, Davide, Oneto, Luca, Tavazzi, Erica
Publicado 2022

Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach

por Tavazzi, Erica, Daberdaku, Sebastian, Vasta, Rosario, Calvo, Andrea, Chiò, Adriano, Di Camillo, Barbara
Publicado 2020

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

Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression

por Tavazzi, Erica, Daberdaku, Sebastian, Zandonà, Alessandro, Vasta, Rosario, Nefussy, Beatrice, Lunetta, Christian, Mora, Gabriele, Mandrioli, Jessica, Grisan, Enrico, Tarlarini, Claudia, Calvo, Andrea, Moglia, Cristina, Drory, Vivian, Gotkine, Marc, Chiò, Adriano, Di Camillo, Barbara
Publicado 2022

A differential process mining analysis of COVID-19 management for cancer patients

por Cuendet, Michel A., Gatta, Roberto, Wicky, Alexandre, Gerard, Camille L., Dalla-Vale, Margaux, Tavazzi, Erica, Michielin, Grégoire, Delyon, Julie, Ferahta, Nabila, Cesbron, Julien, Lofek, Sébastien, Huber, Alexandre, Jankovic, Jeremy, Demicheli, Rita, Bouchaab, Hasna, Digklia, Antonia, Obeid, Michel, Peters, Solange, Eicher, Manuela, Pradervand, Sylvain, Michielin, Olivier
Publicado 2022

What Role Can Process Mining Play in Recurrent Clinical Guidelines Issues? A Position Paper

por Gatta, Roberto, Vallati, Mauro, Fernandez-Llatas, Carlos, Martinez-Millana, Antonio, Orini, Stefania, Sacchi, Lucia, Lenkowicz, Jacopo, Marcos, Mar, Munoz-Gama, Jorge, Cuendet, Michel A., de Bari, Berardino, Marco-Ruiz, Luis, Stefanini, Alessandro, Valero-Ramon, Zoe, Michielin, Olivier, Lapinskas, Tomas, Montvila, Antanas, Martin, Niels, Tavazzi, Erica, Castellano, Maurizio
Publicado 2020