Manuel Pérez-Pelegrí

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Convolutional Neural Network

Top Venues

Comput. Methods Programs Biomed.

Comput. Medical Imaging Graph.

Publications

Sara Pérez-Martínez, Agustín Fernández-Cisnal, Manuel Pérez-Pelegrí, Sergio García-Blas, Gema Miñana, Ernesto Valero, Juan Manuel Sanchis, David Moratal
Deep Learning-Based Predictive Model for Revascularization of Chronic Total Occlusions on Angiographic Imaging. EMBC (2023)
Blanca Sastre-García, Manuel Pérez-Pelegrí, Juan Antonio Romero Martín, José Manuel Santabárbara, David Moratal
Deep Learning Segmentation of Lower Extremities Radiographs for an Automatic Leg Length Discrepancy Measurement. EMBC (2023)
Manuel Pérez-Pelegrí, José Vicente Monmeneu, María Pilar López-Lereu, Alicia M. Maceira, Vicente Bodí, David Moratal
End-systole and end-diastole detection in short axis cine MRI using a fully convolutional neural network with dilated convolutions. Comput. Medical Imaging Graph. 99 (2022)
José Manuel Jaén-Lorites, Manuel Pérez-Pelegrí, Valero Laparra, María Pilar López-Lereu, José Vicente Monmeneu, Alicia M. Maceira, David Moratal
Synthetic Generation of Cardiac MR Images Combining Convolutional Variational Autoencoders and Style Transfer. EMBC (2022)
Manuel Pérez-Pelegrí, Jose V. Monmeneu, Maria P. Lopez-Lereu, Lucía Pérez-Pelegrí, Alicia Maceira, Vicente Bodí, David Moratal
Automatic left ventricle volume calculation with explainability through a deep learning weak-supervision methodology. Comput. Methods Programs Biomed. 208 (2021)
Manuel Pérez-Pelegrí, Jose V. Monmeneu, Maria P. Lopez-Lereu, Silvia Ruiz-España, Irene Del-Canto, Vicente Bodí, David Moratal
PSPU-Net for Automatic Short Axis Cine MRI Segmentation of Left and Right Ventricles. BIBE (2020)