María José Rupérez

A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time

Francisco Martínez‐Martínez, María José Rupérez, Marcelino Martínez‐Sober et al. · Computers in Biology and Medicine · 2017 · 109 citations · Full text

Engineering, Machine Learning, Mechanical Behavior +14

Deep learning for fully automatic detection, segmentation, and Gleason grade estimation of prostate cancer in multiparametric magnetic resonance images

Óscar J. Pellicer-Valero, José L. Jiménez, Víctor González‐Pérez et al. · Scientific Reports · 2022 · 101 citations · Full text

A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning

D. Lorente, Francisco Martínez‐Martínez, María José Rupérez et al. · Expert Systems with Applications · 2016 · 69 citations · Full text

Artificial Intelligence, Kinesiology, Machine Learning +14

Real-time biomechanical modeling of the liver using Machine Learning models trained on Finite Element Method simulations

Óscar J. Pellicer-Valero, María José Rupérez, S. Martínez-Sanchis et al. · Expert Systems with Applications · 2019 · 61 citations · Full text

Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning

Eduardo Villamor, C. Monserrat, Luis del Río et al. · Computer Methods and Programs in Biomedicine · 2020 · 52 citations · Full text