Juan Miguel Valverde

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Lesion Segmentation

Convolutional Network

Top Venues

Pattern Recognit.

Publications

Juan Miguel Valverde, Artem Shatillo, Jussi Tohka
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning. Neurocomputing 594 (2024)
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Jussi Tohka
Automatic Cerebral Hemisphere Segmentation in Rat MRI with Ischemic Lesions via Attention-based Convolutional Neural Networks. Neuroinformatics 21 (1) (2023)
Juan Miguel Valverde, Jussi Tohka
Region-wise loss for biomedical image segmentation. Pattern Recognit. 136 (2023)
Juan Miguel Valverde, Artem Shatillo, Jussi Tohka
Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning. CoRR (2022)
Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo de Feo, Mithilesh Prakash, Robert Ciszek, Jussi Tohka
Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review. CoRR (2021)
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Jussi Tohka
Automatic hemisphere segmentation in rodent MRI with lesions. CoRR (2021)
Juan Miguel Valverde, Vandad Imani, Ali Abdollahzadeh, Riccardo de Feo, Mithilesh Prakash, Robert Ciszek, Jussi Tohka
Transfer Learning in Magnetic Resonance Brain Imaging: A Systematic Review. J. Imaging 7 (4) (2021)
Juan Miguel Valverde, Jussi Tohka
Region-wise Loss for Biomedical Image Segmentation. CoRR (2021)
Riccardo de Feo, Artem Shatillo, Alejandra Sierra, Juan Miguel Valverde, Olli Gröhn, Federico Giove, Jussi Tohka
Automated joint skull-stripping and segmentation with Multi-Task U-Net in large mouse brain MRI databases. NeuroImage 229 (2021)
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Olli Gröhn, Alejandra Sierra, Jussi Tohka
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation. CoRR (2020)
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Olli Gröhn, Alejandra Sierra, Jussi Tohka
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks. MLMI@MICCAI (2019)
Juan Miguel Valverde, Vandad Imani, John D. Lewis, Jussi Tohka
Predicting intelligence based on cortical WM/GM contrast, cortical thickness and volumetry. CoRR (2019)
Juan Miguel Valverde, Vandad Imani, John D. Lewis, Jussi Tohka
Predicting Intelligence Based on Cortical WM/GM Contrast, Cortical Thickness and Volumetry. ABCD-NP@MICCAI (2019)
Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Olli Gröhn, Alejandra Sierra, Jussi Tohka
Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks. CoRR (2019)