Daniele Berardini

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

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

Deep learning-based approaches for human motion decoding in smart walkers for rehabilitation

Carolina Gonçalves, João Lopes, Sara Moccia et al. · Expert Systems with Applications · 2023 · 23 citations · Full text

Engineering, Rehabilitation Medicine, Robotics Engineering +14

Improving real-time detection of laryngeal lesions in endoscopic images using a decoupled super-resolution enhanced YOLO

Chiara Baldini, Lucia Migliorelli, Daniele Berardini et al. · Computer Methods and Programs in Biomedicine · 2024 · 20 citations · Full text

Medicine, Oncology, Biomedical Imaging +16

Edge artificial intelligence and super-resolution for enhanced weapon detection in video surveillance

Daniele Berardini, Lucia Migliorelli, Alessandro Galdelli et al. · Engineering Applications of Artificial Intelligence · 2024 · 19 citations · Full text

Computing, Computer Science, Artificial Intelligence +15