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TITLE: Symmetry-based regularization in deep breast cancer screening Full Text
AUTHORS: Castro, Eduardo ; Jose Costa Pereira ; Cardoso, Jaime S. ;
PUBLISHED: 2023, SOURCE: MEDICAL IMAGE ANALYSIS, VOLUME: 83

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TITLE: Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings
AUTHORS: Pedro Morgado; Yunsheng Li; Jose Costa Pereira ; Mohammad J Saberian; Nuno Vasconcelos;
PUBLISHED: 2020, SOURCE: CoRR, VOLUME: abs/2007.13912

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TITLE: Soft Rotation Equivariant Convolutional Neural Networks
AUTHORS: Castro, E ; Jose Costa Pereira ; Cardoso, JS ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)

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TITLE: Weight Rotation as a Regularization Strategy in Convolutional Neural Networks Full Text
AUTHORS: Eduardo Castro ; Jose Costa Pereira ; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

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TITLE: Elastic deformations for data augmentation in breast cancer mass detection
AUTHORS: Eduardo Castro ; Jaime S Cardoso ; Jose Costa Pereira ;
PUBLISHED: 2018, SOURCE: 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018 in 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, BHI 2018, Las Vegas, NV, USA, March 4-7, 2018, VOLUME: 2018-January

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TITLE: Digital Mammography DREAM Challenge: Participant Experience 2 (Conference Presentation)
AUTHORS: Jose Costa Pereira ;
PUBLISHED: 2017, SOURCE: Medical Imaging 2017: Computer-Aided Diagnosis, Orlando, Florida, United States, 11-16 February 2017, VOLUME: 10134

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TITLE: Large Margin Discriminant Dimensionality Reduction in Prediction Space
AUTHORS: Mohammad J Saberian; Jose Costa Pereira ; Nuno Vasconcelos; Can Xu;
PUBLISHED: 2016, SOURCE: ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), VOLUME: 29

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