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Robust Watermarking Scheme Applied to Radiological Medical Images
(IEICE Transactions on Information and Systems, 2008)
High-resolution generative adversarial neural networks applied to histological images generation
(Springer Verlag, 2018)
For many years, synthesizing photo-realistic images has been a highly relevant task due to its multiple applications from aesthetic or artistic [19] to medical purposes [1, 6, 21]. Related to the medical area, this application ...
Learning deformable registration of medical images with anatomical constraints
(Pergamon-Elsevier Science Ltd, 2020-04)
Deformable image registration is a fundamental problem in the field of medical image analysis. During the last years, we have witnessed the advent of deep learning-based image registration methods which achieve state-of-the-art ...
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
(National Academy of Sciences, 2020-06)
Artificial intelligence (AI) systems for computer-aided diagnosis and image-based screening are being adopted worldwide by medical institutions. In such a context, generating fair and unbiased classifiers becomes of paramount ...
An Integrated Protocol for the Research and Monitoring of Cutaneous Leishmaniasis
(IEEE, 2017)
Cutaneous Leishmaniasis is a skin infection which is commonly present in underdeveloped countries. The incidence is particularly high in amazonic countries of Latin-America like Brazil, Colombia and Perú and is usually ...
mantisGRID: a grid platform for DICOM medical images management in Colombia and Latin America.
(SPRINGER, 2011-04-01)
This paper presents the mantisGRID project, an interinstitutional initiative from Colombian medical and academic centers aiming to provide medical grid services for Colombia and Latin America. The mantisGRID is a GRID ...
mantisGRID: a grid platform for DICOM medical images management in Colombia and Latin America.
(SPRINGER, 2011-04-01)
This paper presents the mantisGRID project, an interinstitutional initiative from Colombian medical and academic centers aiming to provide medical grid services for Colombia and Latin America. The mantisGRID is a GRID ...