Albert Clèrigues

Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

Albert Clèrigues, Sergi Valverde, José Bernal et al. · Computers in Biology and Medicine · 2019 · 117 citations · Full text

Convolutional Neural Network, Medical Image Segmentation, Engineering +32

Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks

Valeriia Abramova, Albert Clèrigues, A. Saura Quiles et al. · Computerized Medical Imaging and Graphics · 2021 · 55 citations · Full text

Squeeze-and-excitation Blocks, Medical Image Segmentation, Engineering +28

Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry

Albert Clèrigues, Sergi Valverde, Joaquím Salví et al. · Computerized Medical Imaging and Graphics · 2022 · 13 citations · Full text

Assessing the Accuracy and Reproducibility of <scp>PARIETAL</scp>: A Deep Learning Brain Extraction Algorithm

Sergi Valverde, Llucia Coll, Liliana Valencia et al. · Journal of Magnetic Resonance Imaging · 2021 · 12 citations · Full text

Survival prediction using ensemble tumor segmentation and transfer learning

Mariano Cabezas, Sergi Valverde, Sandra González-Villà et al. · arXiv (Cornell University) · 2018 · 10 citations · Full text