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Machine Learning Meets Medical Imaging: First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015, Revised Selected Papers

1st ed. 2015, 2015

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Early growth in brain volume is preserved in the majority of preterm infants

Annals of neurology, 2007-08, Vol.62 (2), p.185-192

2007

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Polyp detection on video colonoscopy using a hybrid 2D/3D CNN

Medical image analysis, 2022-11, Vol.82, p.102625-102625, Article 102625

2022

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Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis

Journal of medical imaging (Bellingham, Wash.), 2017-10, Vol.4 (4), p.044502-044502

2017

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Spatio-temporal classification for polyp diagnosis

Biomedical optics express, 2023-02, Vol.14 (2), p.593-607

2023

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Hierarchical Manifold Learning for Regional Image Analysis

IEEE transactions on medical imaging, 2014-02, Vol.33 (2), p.444-461

2014

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Evaluation of Automated Multiclass Fluid Segmentation in Optical Coherence Tomography Images Using the Pegasus Fluid Segmentation Algorithms

Translational vision science & technology, 2021-01, Vol.10 (1), p.27-27

2021

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Abnormal deep grey matter development following preterm birth detected using deformation-based morphometry

NeuroImage (Orlando, Fla.), 2006-08, Vol.32 (1), p.70-78

2006

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Geodesic Patch-Based Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014, 2014, Vol.17 (Pt 1), p.666-673

2014

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Reconstruction, Segmentation, and Analysis of Medical Images: First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

1st Edition 2017, 2017

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Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, p.43-51

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Similarity Metrics for Groupwise Non-rigid Registration

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007, Vol.10 (Pt 2), p.544-552

2007

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Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, p.235-242

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Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, p.105-115

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Hierarchical Manifold Learning

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012, 2012, Vol.15 (Pt 1), p.512-519

2012

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Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification

Proceedings of 2023 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2023), p.41-51

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Groupwise Combined Segmentation and Registration for Atlas Construction

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, 2007, Vol.10 (Pt 1), p.532-540

2007

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Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005, 2005, Vol.8 (Pt 1), p.99-106

2005

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Machine Learning Meets Medical Imaging: First International Workshop, MLMMI 2015, Lille, France, July 11, 2015. Revised Selected Papers

1, 2015

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Super-resolution reconstruction of cardiac MRI using coupled dictionary learning

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.947-950

2014

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Endoscopic Polyp Segmentation Using a Hybrid 2D/3D CNN

Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, p.295-305

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3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, 2017-09, p.31-42

2017

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3D Lymphoma Segmentation in PET/CT Images Based on Fully Connected CRFs

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, p.3-12

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Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging

Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment, p.116-126

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Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment: Fifth International Workshop, CMMI 2017, Second International Workshop, RAMBO 2017, and First International Workshop, SWITCH 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, 2017, Proceedings

1st Edition 2017, 2017

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Machine Learning Meets Medical Imaging: First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015, Revised Selected Papers

Early growth in brain volume is preserved in the majority of preterm infants

Polyp detection on video colonoscopy using a hybrid 2D/3D CNN

Automated mediastinal lymph node detection from CT volumes based on intensity targeted radial structure tensor analysis

Spatio-temporal classification for polyp diagnosis

Hierarchical Manifold Learning for Regional Image Analysis

Evaluation of Automated Multiclass Fluid Segmentation in Optical Coherence Tomography Images Using the Pegasus Fluid Segmentation Algorithms

Abnormal deep grey matter development following preterm birth detected using deformation-based morphometry

Geodesic Patch-Based Segmentation

Reconstruction, Segmentation, and Analysis of Medical Images: First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

Synthesis of Positron Emission Tomography (PET) Images via Multi-channel Generative Adversarial Networks (GANs)

Similarity Metrics for Groupwise Non-rigid Registration

Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions

Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks

Hierarchical Manifold Learning

Evaluation of Randomized Input Sampling for Explanation (RISE) for 3D XAI - Proof of Concept for Black-Box Brain-Hemorrhage Classification

Groupwise Combined Segmentation and Registration for Atlas Construction

Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation

Machine Learning Meets Medical Imaging: First International Workshop, MLMMI 2015, Lille, France, July 11, 2015. Revised Selected Papers

Super-resolution reconstruction of cardiac MRI using coupled dictionary learning

Endoscopic Polyp Segmentation Using a Hybrid 2D/3D CNN

3D Alpha Matting Based Co-segmentation of Tumors on PET-CT Images

3D Lymphoma Segmentation in PET/CT Images Based on Fully Connected CRFs

Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging

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