A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time F Martínez-Martínez, MJ Rupérez-Moreno, M Martínez-Sober, ... Computers in biology and medicine 90, 116-124, 2017 | 130 | 2017 |
Artificial neural networks for predicting dorsal pressures on the foot surface while walking MJ Rupérez, JD Martín-Guerrero, C Monserrat, M Alcañiz Expert Systems with Applications 39 (5), 5349-5357, 2012 | 93 | 2012 |
Deep learning for fully automatic detection, segmentation, and Gleason grade estimation of prostate cancer in multiparametric magnetic resonance images OJ Pellicer-Valero, JL Marenco Jimenez, V Gonzalez-Perez, ... Scientific reports 12 (1), 2975, 2022 | 92 | 2022 |
Real-time biomechanical modeling of the liver using machine learning models trained on finite element method simulations OJ Pellicer-Valero, MJ Rupérez, S Martínez-Sanchis, JD Martín-Guerrero Expert Systems with Applications 143, 113083, 2020 | 70 | 2020 |
A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning D Lorente, F Martínez-Martínez, MJ Rupérez, MA Lago, M Martínez-Sober, ... Expert Systems with Applications 71, 342-357, 2017 | 68 | 2017 |
A new approach based on Machine Learning for predicting corneal curvature (K1) and astigmatism in patients with keratoconus after intracorneal ring implantation MA Valdés-Mas, JD Martín-Guerrero, MJ Rupérez, F Pastor, C Dualde, ... Computer methods and programs in biomedicine 116 (1), 39-47, 2014 | 51 | 2014 |
Patient-specific simulation of the intrastromal ring segment implantation in corneas with keratoconus MA Lago, MJ Rupérez, C Monserrat, F Martínez-Martínez, ... Journal of the Mechanical Behavior of Biomedical Materials 51, 260-268, 2015 | 47 | 2015 |
Contact model, fit process and, foot animation for the virtual simulator of the footwear comfort MJ Rupérez, C Monserrat, S Alemany, MC Juan, M Alcañíz Computer-Aided Design 42 (5), 425-431, 2010 | 47 | 2010 |
A new methodology for the in vivo estimation of the elastic constants that characterize the patient-specific biomechanical behavior of the human cornea MA Lago, MJ Rupérez, F Martínez-Martínez, C Monserrat, E Larra, ... Journal of biomechanics 48 (1), 38-43, 2015 | 46 | 2015 |
Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning E Villamor, C Monserrat, L Del Río, JA Romero-Martín, MJ Rupérez Computer Methods and Programs in Biomedicine 193, 105484, 2020 | 42 | 2020 |
Estimation of the elastic parameters of human liver biomechanical models by means of medical images and evolutionary computation F Martínez-Martínez, MJ Rupérez, JD Martín-Guerrero, C Monserrat, ... Computer methods and programs in biomedicine 111 (3), 537-549, 2013 | 34 | 2013 |
Machine learning for modeling the biomechanical behavior of human soft tissue JD Martin-Guerrero, MJ Ruperez-Moreno, F Martinez-Martinez, ... 2016 IEEE 16th international conference on data mining workshops (ICDMW …, 2016 | 25 | 2016 |
Simulation of the deformation of materials in shoe uppers in gait. Force distribution using finite elements MJ Rupérez, C Monserrat, M Alcañiz International Journal on Interactive Design and Manufacturing (IJIDeM) 2, 59-68, 2008 | 24 | 2008 |
A complete software application for automatic registration of x‐ray mammography and magnetic resonance images JA Solves‐Llorens, MJ Rupérez, C Monserrat, E Feliu, M García, M Lloret Medical physics 41 (8Part1), 081903, 2014 | 23 | 2014 |
Assessment of mechanical properties of human head tissues for trauma modelling E Lozano‐Mínguez, M Palomar, D Infante‐García, MJ Rupérez, E Giner International journal for numerical methods in biomedical engineering 34 (5 …, 2018 | 17 | 2018 |
Evaluación basada en el método del gradiente de las propiedades elásticas de tejidos humanos in vivo E Nadal, MJ Rupérez, S Martinez-Sanchis, C Monserrat, M Tur, ... Revista UIS Ingenierías 16 (1), 15-22, 2017 | 17 | 2017 |
Breast prone-to-supine deformation and registration using a time-of-flight camera MA Lago, F Martinez-Martinez, MJ Ruperez, C Monserrat, M Alcaniz 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and …, 2012 | 17 | 2012 |
Risk assessment of hip fracture based on machine learning A Galassi, JD Martín-Guerrero, E Villamor, C Monserrat, MJ Rupérez Applied Bionics and Biomechanics 2020 (1), 8880786, 2020 | 16 | 2020 |
Analysis of several biomechanical models for the simulation of lamb liver behaviour using similarity coefficients from medical image F Martínez-Martínez, MA Lago, MJ Rupérez, C Monserrat Computer Methods in Biomechanics and Biomedical Engineering 16 (7), 747-757, 2013 | 15 | 2013 |
Simulation of the behavior of the calfskin used as shoe upper material in footwear CAD MJ Rupérez, E Giner, C Monserrat, E Montiel Computer-Aided Design 44 (12), 1205-1216, 2012 | 15 | 2012 |