Automatic left ventricle volume calculation with explainability through a deep learning weak-supervision methodology M Pérez-Pelegrí, JV Monmeneu, MP López-Lereu, L Pérez-Pelegrí, ... Computer Methods and Programs in Biomedicine 208, 106275, 2021 | 16 | 2021 |
Higher agreement in endovascular treatment decision-making than in parametric quantifications among automated CT perfusion software packages in acute ischemic stroke M Pérez-Pelegrí, C Biarnés, S Thió-Henestrosa, S Remollo, A Gimeno, ... Journal of X-Ray Science and Technology 29 (5), 823-834, 2021 | 11 | 2021 |
PSPU-net for automatic short axis cine MRI segmentation of left and right ventricles M Pérez-Pelegrí, JV Monmeneu, MP Lόpez-Lereu, S Ruiz-España, ... 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering …, 2020 | 6 | 2020 |
Synthetic generation of cardiac mr images combining convolutional variational autoencoders and style transfer JM Jaén-Lorites, M Pérez-Pelegrí, V Laparra, MP López-Lereu, ... 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 4 | 2022 |
End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions M Pérez-Pelegrí, JV Monmeneu, MP López-Lereu, AM Maceira, V Bodi, ... Computerized Medical Imaging and Graphics 99, 102085, 2022 | 2 | 2022 |
Acute Infarct Volume Prediction Based on CT Perfusion Metrics Derived from an Automated Software Package using Machine Learning Models M Pérez-Pelegrí, J Puig, JS Ruiz-Constantino 2021 International Conference on e-Health and Bioengineering (EHB), 1-4, 2021 | 1 | 2021 |
Deep Learning Segmentation of Lower Extremities Radiographs for an Automatic Leg Length Discrepancy Measurement B Sastre-García, M Pérez-Pelegrí, JAR Martín, JM Santabárbara, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
Deep Learning-Based Predictive Model for Revascularization of Chronic Total Occlusions on Angiographic Imaging S Pérez-Martínez, A Fernández-Cisnal, M Pérez-Pelegrí, S García-Blas, ... 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | | 2023 |
Applications of Deep Leaning on Cardiac MRI: Design Approaches for a Computer Aided Diagnosis M Pérez Pelegrí Universitat Politècnica de València, 2023 | | 2023 |
Convolutional Neural Networks for Segmentation in Short-Axis Cine Cardiac Magnetic Resonance Imaging: Review and Considerations M Pérez-Pelegrí, JV Monmeneu, MP López-Lereu, D Moratal Convolutional Neural Networks for Medical Image Processing Applications, 1-33, 2022 | | 2022 |
Towards the identification and optimization of the “dose-response” relationship of transcranial direct current stimulation R Salvador, MC Biagi, MP Pelegrí, J Zhou, T Travison, A Pascual-Leone, ... bioRxiv, 2022.01. 22.477353, 2022 | | 2022 |
UNDERSTANDING THE STYLE TRANSFER DEEP-LEARNING TECHNIQUE THROUGH A WEB DASHBOARD JM Jaén-Lorites, M Pérez-Pelegrí, V Laparra, D Moratal INTED2022 Proceedings, 8914-8919, 2022 | | 2022 |
MÁSTER UNIVERSITARIO EN CIENCIA DE DATOS JMJ LORITES, VL PÉREZ-MUELAS, MP PELEGRÍ, DM PÉREZ | | 2022 |
Desarrollo de un modelo para la predicción de la evolución de la extensión del infarto cerebral mediante técnicas de inteligencia artificial y el análisis de imágenes médicas S Pérez Herrero Universitat Politècnica de València, 2021 | | 2021 |
Desarrollo de un modelo predictivo basado en redes neuronales convolucionales para el diagnóstico automático de la miocardiopatía hipertrófica y de la amiloidosis a partir del … L Miró Mezquita Universitat Politècnica de València, 2021 | | 2021 |
Desarrollo de un método de diagnóstico automático de la miocardiopatía hipertensiva y la amiloidosis a partir del análisis de imágenes de resonancia magnética cardíaca mediante … CO Andión García Universitat Politècnica de València, 2021 | | 2021 |
Análisis de imágenes de resonancia magnética de rodilla para la obtención de parámetros que permitan caracterizar el estado del cartílago articular M Pérez Pelegrí Universitat Politècnica de València, 2016 | | 2016 |