Search Results - "Ruperez, M"

Prediction of osteoporotic hip fracture in postmenopausal women through patient-specific FE analyses and machine learning by Villamor, E., Monserrat, C., Del Río, L., Romero-Martín, J.A., Rupérez, M.J.

“…•Supervised machine learning (ML) is applied in conjunction with clinical and computationally driven mechanical attributes in order to obtain a predictive…”
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SARS-CoV-2 seroprevalence and associated risk factors in periurban Zambia: a population-based study by Shanaube, K, Schaap, A, Klinkenberg, E, Floyd, S, Bwalya, J, Cheeba, M, de Haas, P, Kosloff, B, Ruperez, M, Hayes, R, Ayles, H

“…We nested a seroprevalence survey within the TREATS (Tuberculosis Reduction through Expanded Antiretroviral Treatment and Screening) project. We aimed to…”
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A complete software application for automatic registration of x‐ray mammography and magnetic resonance images by Solves‐Llorens, J. A., Rupérez, M. J., Monserrat, C., Feliu, E., García, M., Lloret, M.

“…Purpose: This work presents a complete and automatic software application to aid radiologists in breast cancer diagnosis. The application is a fully automated…”
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Markerless monocular tracking system for guided external eye surgery by Monserrat, C, Rupérez, M.J, Alcañiz, M, Mataix, J

“…Abstract This paper presents a novel markerless monocular tracking system aimed at guiding ophthalmologists during external eye surgery. This new tracking…”
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Patient-specific simulation of the intrastromal ring segment implantation in corneas with keratoconus by Lago, M.A., Rupérez, M.J., Monserrat, C., Martínez-Martínez, F., Martínez-Sanchis, S., Larra, E., Díez-Ajenjo, M.A., Peris-Martínez, C.

“…The purpose of this study was the simulation of the implantation of intrastromal corneal-ring segments for patients with keratoconus. The aim of the study was…”
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Does tuberculosis screening improve individual outcomes? A systematic review by Telisinghe, L, Ruperez, M, Amofa-Sekyi, M, Mwenge, L, Mainga, T, Kumar, R, Hassan, M, Chaisson, L.H, Naufal, F, Shapiro, A.E, Golub, J.E, Miller, C, Corbett, E.L, Burke, R.M, MacPherson, P, Hayes, R.J, Bond, V, Daneshvar, C, Klinkenberg, E, Ayles, H.M

“…To determine if tuberculosis (TB) screening improves patient outcomes, we conducted two systematic reviews to investigate the effect of TB screening on…”
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Artificial neural networks for predicting dorsal pressures on the foot surface while walking by Rupérez, M.J., Martín-Guerrero, J.D., Monserrat, C., Alcañiz, M.

“…In this work, artificial neural networks (ANNs) are proposed to predict the dorsal pressure over the foot surface exerted by the shoe upper while walking. A…”
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A study of the viability of obtaining a generic animation of the foot while walking for the virtual testing of footwear using dorsal pressures by Rupérez, M.J, Monserrat, C, Alcañíz, M

“…Abstract Establishing the appropriate pressure exerted by the shoe upper over the foot surface is fundamental for the design of specific footwear, although…”
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Simulation of the behavior of the calfskin used as shoe upper material in footwear CAD by Rupérez, M.J., Giner, E., Monserrat, C., Montiel, E.

“…The aim of this work is to propound a mechanical behavior model for simulating the deformation of the shoe upper material in gait for footwear CAD…”
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Analysis of several biomechanical models for the simulation of lamb liver behaviour using similarity coefficients from medical image by Martínez-Martínez, F., Lago, M.A., Rupérez, M.J., Monserrat, C.

“…In this study, six biomechanical models for simulating lamb liver behaviour are presented. They are validated using similarity coefficients from Medical Image…”
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Contact model, fit process and, foot animation for the virtual simulator of the footwear comfort by Rupérez, M.J., Monserrat, C., Alemany, S., Juan, M.C., Alcañíz, M.

“…This paper describes the new advances carried out for Simucal. Simucal was introduced in  [13] and it is a footwear virtual simulator designed to perform…”
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Segmentation of the Breast Skin and Its Influence in the Simulation of the Breast Compression during an X-Ray Mammography by Solves Llorens, J. A., Rupérez, M. J., Monserrat, C., Feliu, E., García, M., Lloret, M.

“…A novel method of skin segmentation is presented aimed to obtain as many pixels belonging to the real skin as possible. This method is validated by experts in…”
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Genetic algorithms for estimating the biomechanical behavior of breast tissues by Lago, M. Á, Rupérez, M. J., Martínez-Martínez, F., Monserrat, C.

“…The accuracy of the patient-specific biomechanical models of the breast is a major concern for applications related with simulation, surgical guidance or…”
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A new methodology for the in vivo estimation of the elastic constants that characterize the patient-specific biomechanical behavior of the human cornea by Lago, M.A, Rupérez, M.J, Martínez-Martínez, F, Monserrat, C, Larra, E, Güell, J.L, Peris-Martínez, C

“…Abstract This work presents a methodology for the in vivo characterization of the complete biomechanical behavior of the human cornea of each patient…”
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A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time by Martínez-Martínez, F., Rupérez-Moreno, M.J., Martínez-Sober, M., Solves-Llorens, J.A., Lorente, D., Serrano-López, A.J., Martínez-Sanchis, S., Monserrat, C., Martín-Guerrero, J.D.

“…This work presents a data-driven method to simulate, in real-time, the biomechanical behavior of the breast tissues in some image-guided interventions such as…”
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Pneumoperitoneum technique simulation in laparoscopic surgery on lamb liver samples and 3D reconstruction by Martínez-Martínez, F, Rupérez, M J, Lago, M A, López-Mir, F, Monserrat, C, Alcañíz, M

“…In this paper, a procedure to experimentally simulate the behavior of the liver when the pneumoperitoneum technique is applied in laparoscopic surgery is…”
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A framework for modelling the biomechanical behaviour of the human liver during breathing in real time using machine learning by Lorente, D., Martínez-Martínez, F., Rupérez, M.J., Lago, M.A., Martínez-Sober, M., Escandell-Montero, P., Martínez-Martínez, J.M., Martínez-Sanchis, S., Serrano-López, A.J., Monserrat, C., Martín-Guerrero, J.D.

“…•Machine learning (ML) to model the liver biomechanical behaviour during breathing.•ML is much faster than the popular FEM, allowing real-time soft tissue…”
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Simulation of the deformation of materials in shoe uppers in gait. Force distribution using finite elements by Rupérez, M. J., Monserrat, C., Alcañiz, M.

“…This paper presents a computational model that simulates the deformation of materials in shoe uppers and that quantifies the distribution of forces on the foot…”
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Role of the Renin-Angiotensin System in Vascular Diseases: Expanding the Field by Ruiz-Ortega, M, Lorenzo, O, Rupérez, M, Esteban, V, Suzuki, Y, Mezzano, S, Plaza, J J, Egido, J

“…The renin-angiotensin system (RAS) has emerged as one of the essential links in the pathophysiology of vascular disease. Angiotensin (Ang) II, the main peptide…”
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A new approach based on Machine Learning for predicting corneal curvature (K1) and astigmatism in patients with keratoconus after intracorneal ring implantation by Valdés-Mas, M.A, Martín-Guerrero, J.D, Rupérez, M.J, Pastor, F, Dualde, C, Monserrat, C, Peris-Martínez, C

“…Highlights • Optimization of corneal ring implantation using Machine Learning techniques. • Prediction of astigmatism and corneal curvature improvement in…”
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