Lucia Migliorelli

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

Preterm Infants’ Pose Estimation With Spatio-Temporal Features

Sara Moccia, Lucia Migliorelli, Virgilio Carnielli et al. · IEEE Transactions on Biomedical Engineering · 2019 · 70 citations · Full text

Computing, Child Health, Computer Science +14

A deep-learning framework running on edge devices for handgun and knife detection from indoor video-surveillance cameras

Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli et al. · Multimedia Tools and Applications · 2023 · 36 citations · Full text

Computing, Computer Science, Robotics Engineering +17

Real-time human pose estimation on a smart walker using convolutional neural networks

Manuel Palermo, Sara Moccia, Lucia Migliorelli et al. · Expert Systems with Applications · 2021 · 35 citations · Full text

Computing, Autonomous Systems, Computer Science +16

A Decision Support System for Diabetes Chronic Care Models Based on General Practitioner Engagement and EHR Data Sharing

Emanuele Frontoni, Luca Romeo, Michele Bernardini et al. · IEEE Journal of Translational Engineering in Health and Medicine · 2020 · 28 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17