Paola Berchialla

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 3

Top Topics

Machine Learning

Intensive Care Units

Extracting Meaningful

Top Venues

J. Biomed. Informatics

Comput. Methods Programs Biomed.

Publications

Veronica Sciannameo, Daniele Jahier Pagliari, Sara Urru, Piercesare Grimaldi, Honoria Ocagli, Sara Ahsani-Nasab, Rosanna Irene Comoretto, Dario Gregori, Paola Berchialla
Information extraction from medical case reports using OpenAI InstructGPT. Comput. Methods Programs Biomed. 255 (2024)
Veronica Sciannameo, Alessia Goffi, Giuseppe Maffeis, Roberta Gianfreda, Daniele Jahier Pagliari, Tommaso Filippini, Pamela Mancuso, Paolo Giorgi-Rossi, Leonardo Alberto Dal Zovo, Angela Corbari, Marco Vinceti, Paola Berchialla
A deep learning approach for Spatio-Temporal forecasting of new cases and new hospital admissions of COVID-19 spread in Reggio Emilia, Northern Italy. J. Biomed. Informatics 132 (2022)
E. Menti, Corrado Lanera, Giulia Lorenzoni, Daniela F. Giachino, Mario D. De Marchi, Dario Gregori, Paola Berchialla
Bayesian Machine Learning Techniques for revealing complex interactions among genetic and clinical factors in association with extra-intestinal Manifestations in IBD patients. AMIA (2016)
Micol Sandri, Paola Berchialla, Ileana Baldi, Dario Gregori, Roberto Alberto De Blasi
Dynamic Bayesian Networks to predict sequences of organ failures in patients admitted to ICU. J. Biomed. Informatics 48 (2014)
Paola Berchialla, Cecilia Scarinzi, Silvia Snidero, Yousif Rahim, Dario Gregori
Information Extraction Approaches to Unconventional Data Sources for "Injury Surveillance System": the Case of Newspapers Clippings. J. Medical Syst. 36 (2) (2012)
Dario Gregori, Michele Petrinco, Simona Bo, Rosalba Rosato, Eva Pagano, Paola Berchialla, Franco Merletti
Using Data Mining Techniques in Monitoring Diabetes Care. The Simpler the Better? J. Medical Syst. 35 (2) (2011)
Paola Berchialla, A. Stancu, Cecilia Scarinzi, Silvia Snidero, Roberto Corradetti, Dario Gregori
Web-based tool for injury risk assessment of foreign body injuries in children. J. Biomed. Informatics 41 (4) (2008)