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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 ...
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 ...
A simulation model of intraVascular ultraSound (IVUS)
(Universidad de Los Andes, 2009)
A secure transmission of medical images by single label SWT and SVD based non-blind watermarking technique
(Universidade Federal de Lavras (UFLA), 2015)