Maria Chiara Fiorentino

A regression framework to head-circumference delineation from US fetal images

Maria Chiara Fiorentino, Sara Moccia, Morris Capparuccini et al. · Computer Methods and Programs in Biomedicine · 2020 · 48 citations · Full text

Image Analysis, Engineering, Medical Imaging +13

Development of a convolutional neural network for the identification and the measurement of the median nerve on ultrasound images acquired at carpal tunnel level

Gianluca Smerilli, Edoardo Cipolletta, Gianmarco Sartini et al. · Arthritis Research & Therapy · 2022 · 37 citations · Full text

A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet

Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani et al. · Medical & Biological Engineering & Computing · 2022 · 31 citations · Full text

A deep-learning framework for metacarpal-head cartilage-thickness estimation in ultrasound rheumatological images

Maria Chiara Fiorentino, Edoardo Cipolletta, Emilio Filippucci et al. · Computers in Biology and Medicine · 2021 · 30 citations · Full text

Deep-learning Framework, Ultrasound Rheumatological Images, Engineering +14

Mask-R$$^{2}$$CNN: a distance-field regression version of Mask-RCNN for fetal-head delineation in ultrasound images

Sara Moccia, Maria Chiara Fiorentino, Emanuele Frontoni · International Journal of Computer Assisted Radiology and Surgery · 2021 · 28 citations · Full text