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Combining unsupervised and supervised learning for predicting the final stroke lesion


Jan 02, 2021
Adriano Pinto, Sérgio Pereira, Raphael Meier, Roland Wiest, Victor Alves, Mauricio Reyes, Carlos A. Silva

* Accepted at Medical Image Analysis (MedIA) 

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Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks


Jun 19, 2020
Sergio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva

* IEEE Transactions on Medical Imaging, vol. 38, no. 12, pp. 2914-2925, Dec. 2019 
* Published in IEEE Transactions on Medical Imaging (TMI) 

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Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment


Sep 25, 2018
Sergio Pereira, Raphael Meier, Victor Alves, Mauricio Reyes, Carlos A. Silva

* Accepted and presented at iMIMIC - Workshop on Interpretability of Machine Intelligence in Medical Image Computing 

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Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction


Jun 12, 2018
Adriano Pinto, Sergio Pereira, Raphael Meier, Victor Alves, Roland Wiest, Carlos A. Silva, Mauricio Reyes

* Accepted at MICCAI 2018 

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Adaptive feature recombination and recalibration for semantic segmentation: application to brain tumor segmentation in MRI


Jun 06, 2018
Sérgio Pereira, Victor Alves, Carlos A. Silva

* Accepted at MICCAI 2018 

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