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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 ...
Robust Watermarking Scheme Applied to Radiological Medical Images
(IEICE Transactions on Information and Systems, 2008)
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 ...
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 ...
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 ...