Alice Nova

Statistics

Publications

Citations

101

H-Index

Active since

2021

Affiliations

Istituti di Ricovero e Cura a Carattere Scientifico(Current)

Università Cattolica del Sacro Cuore

Alice Nova is an author at Istituti di Ricovero e Cura a Carattere Scientifico specializing in xgboost, prediction models, and machine learning for healthcare.

ORCID

Publications per year

2021–2025

Publications

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Jonathan Montomoli, Luca Romeo, Sara Moccia et al. · Journal of Intensive Medicine · 2021 · 77 citations · Full text

Computing, Biostatistics, Data Science +17

The pleural gradient does not reflect the superimposed pressure in patients with class III obesity

Stefano Spina, Lea Mantz, Yi Xin et al. · Critical Care · 2024 · 14 citations · Full text

Medicine, Radiology, Diagnostic Imaging +15

A clinical guide to non-invasive respiratory support in acute respiratory failure: ventilation settings, technical optimization and clinical indications

Emanuele Rezoagli, Alice Nova, Guillaume Carteaux et al. · Critical Care · 2025 · 10 citations · Full text

Medicine, Respiratory Therapy, Cardiothoracic Surgery +16

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