Michele Tonutti

A machine learning approach for real-time modelling of tissue deformation in image-guided neurosurgery

Michele Tonutti, Gauthier Gras, Guang‐Zhong Yang · Artificial Intelligence in Medicine · 2017 · 79 citations · Full text

Image Analysis, Engineering, Medical Imaging +15

Robust and subject-independent driving manoeuvre anticipation through Domain-Adversarial Recurrent Neural Networks

Michele Tonutti, Emanuele Ruffaldi, Alessandro Cattaneo et al. · Robotics and Autonomous Systems · 2019 · 41 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +7

The Dutch Data Warehouse, a multicenter and full-admission electronic health records database for critically ill COVID-19 patients

Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti et al. · Critical Care · 2021 · 39 citations · Full text

Predictors for extubation failure in COVID-19 patients using a machine learning approach

Lucas M. Fleuren, Tariq A. Dam, Michele Tonutti et al. · Critical Care · 2021 · 35 citations · Full text

Explainable Machine Learning on AmsterdamUMCdb for ICU Discharge Decision Support: Uniting Intensivists and Data Scientists

Patrick Thoral, Mattia Fornasa, Daan P. de Bruin et al. · Critical Care Explorations · 2021 · 31 citations · Full text