Albert Clérigues

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 6

Top Topics

Lesion Segmentation

Magnetic Resonance Images

Top Venues

Comput. Medical Imaging Graph.

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Albert Clérigues, Sergi Valverde, Joaquim Salvi, Arnau Oliver, Xavier Lladó
Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry. Comput. Medical Imaging Graph. 103 (2023)
Valeriia Abramova, Albert Clérigues, Ana Quiles, Deysi Garcia Figueredo, Yolanda Silva, Salvador Pedraza, Arnau Oliver, Xavier Lladó
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. Comput. Medical Imaging Graph. 90 (2021)
Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
Acute and sub-acute stroke lesion segmentation from multimodal MRI. Comput. Methods Programs Biomed. 194 (2020)
Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. Comput. Biol. Medicine 115 (2019)
Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó
Survival prediction using ensemble tumor segmentation and transfer learning. CoRR (2018)
Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó
SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI. CoRR (2018)