Preliminary Attempt to Predict Risk of Invasive Pulmonary Aspergillosis in Patients with Influenza: Decision Trees May Help?

• Main Authors: Valeria Bellelli (Author), Guido Siccardi (Author), Livia Conte (Author), Luigi Celani (Author), Elena Congeduti (Author), Cristian Borrazzo (Author), Letizia Santinelli (Author), Giuseppe Pietro Innocenti (Author), Claudia Pinacchio (Author), Giancarlo Ceccarelli (Author), Mario Venditti (Author), Gabriella d'Ettorre (Author)
• Format: Book
• Published: MDPI AG, 2020-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Invasive pulmonary aspergillosis (IPA) is typically considered a disease of immunocompromised patients, but, recently, many cases have been reported in patients without typical risk factors. The aim of our study is to develop a risk predictive model for IPA through machine learning techniques (decis...