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 · 110 citations · Full text

Natural Sciences, Bioengineering, Biomedical Engineering +16

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 · 108 citations · Full text

Medicine, Oncology, Radiology +17

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 · 71 citations · Full text

Life Sciences, Bioengineering, Biomedical Engineering +17

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 · 64 citations · Full text

Engineering, Bioengineering, Biomedical Engineering +13

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 · 54 citations · Full text

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17