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Employment (1)

OMHU: Copenhagen, DK

2020-10-01 to present | Research scientist
Employment
Source: Self-asserted source
Mauricio Orbes

Education and qualifications (3)

King's College London: London, GB

2017-09-01 to 2020-09-01 | PHD, Biomedical Engineering.
Education
Source: Self-asserted source
Mauricio Orbes

Universidad Nacional de Colombia: Manizales, Caldas, CO

2007-01-01 to 2016-09-01 | Master of engineering-industrial Automation (Engineering and computer sciences )
Education
Source: Self-asserted source
Mauricio Orbes

Universidad Nacional de Colombia: Manizales, Caldas, CO

2007-07-01 to 2012-09-01 | ELectronic engineer (Engineering and Computer science. )
Education
Source: Self-asserted source
Mauricio Orbes

Works (12)

Test-Time Unsupervised Domain Adaptation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020
2020 | Conference paper
DOI: 10.1007/978-3-030-59710-8_42
Part of ISBN: 9783030597092
Part of ISBN: 9783030597108
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

Knowledge Distillation for Semi-supervised Domain Adaptation

OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical Neuroimaging
2019 | Conference paper
DOI: 10.1007/978-3-030-32695-1_8
Part of ISBN: 9783030326944
Part of ISBN: 9783030326951
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning

Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data
2019 | Conference paper
DOI: 10.1007/978-3-030-33391-1_7
Part of ISBN: 9783030333904
Part of ISBN: 9783030333911
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation

Medical Imaging 2019: Image Processing
2019-03-15 | Conference paper
DOI: 10.1117/12.2512520
Source: Self-asserted source
Mauricio Orbes

Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs

arXiv preprint arXiv:1808.06519
2018 | Journal article
Source: Self-asserted source
Mauricio Orbes

Evaluation of segmentation methods on head and neck CT: Auto-segmentation challenge 2015

Medical Physics
2017-05 | Journal article
DOI: 10.1002/mp.12197
Part of ISSN: 0094-2405
Source: Self-asserted source
Mauricio Orbes

Kernel Centered Alignment Supervised Metric for Multi-Atlas Segmentation

Image Analysis and Processing — ICIAP 2015
2015 | Conference paper
DOI: 10.1007/978-3-319-23231-7_59
Part of ISBN: 9783319232300
Part of ISBN: 9783319232317
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

Magnetic Resonance Image Selection for Multi-Atlas Segmentation Using Mixture Models

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
2015 | Conference paper
DOI: 10.1007/978-3-319-25751-8_47
Part of ISBN: 9783319257501
Part of ISBN: 9783319257518
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

Spatial-Dependent Similarity Metric Supporting Multi-atlas MRI Segmentation

Pattern Recognition and Image Analysis
2015 | Conference paper
DOI: 10.1007/978-3-319-19390-8_34
Part of ISBN: 9783319193892
Part of ISBN: 9783319193908
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

Supervised Brain Tissue Segmentation Using a Spatially Enhanced Similarity Metric

Artificial Computation in Biology and Medicine
2015 | Conference paper
DOI: 10.1007/978-3-319-18914-7_42
Part of ISBN: 9783319189130
Part of ISBN: 9783319189147
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Source: Self-asserted source
Mauricio Orbes

A Kernel-Based Representation to Support 3D MRI Unsupervised Clustering

2014 22nd International Conference on Pattern Recognition
2014-08 | Conference paper
DOI: 10.1109/icpr.2014.552
Source: Self-asserted source
Mauricio Orbes

Kernel-based Atlas Image Selection for brain tissue segmentation

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society
2014-08 | Conference paper
DOI: 10.1109/embc.2014.6944228
Source: Self-asserted source
Mauricio Orbes
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