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_aShape in Medical Imaging _h[electronic resource] : _bInternational Workshop, ShapeMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings / _cedited by Christian Wachinger, Beatriz Paniagua, Shireen Elhabian, Jianning Li, Jan Egger. |
| 250 | _a1st ed. 2023. | ||
| 264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023. |
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| 300 |
_aXI, 302 p. 141 illus., 137 illus. in color. _bonline resource. |
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_aLecture Notes in Computer Science, _x1611-3349 ; _v14350 |
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| 505 | 0 | _aAnatomy Completor: A Multi-class Completion Framework for 3D Anatomy Reconstruction -- C3Fusion: Consistent Contrastive Colon Fusion, Towards Deep SLAM in Colonoscopy -- Anatomy-Aware Masking for Inpainting in Medical Imaging -- Particle-Based Shape Modeling for Arbitrary Regions-of-Interest -- Optimal coronary artery segmentation based on transfer learning and UNet architecture -- Unsupervised Learning of Cortical Surface Registration using Spherical Harmonics -- Unsupervised correspondence with combined geometric learning and imaging for radiotherapy applications -- ADASSM: Adversarial Data Augmentation in Statistical Shape Models From Images -- Body Fat Estimation from Surface Meshes using Graph Neural Networks -- Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors -- On the Localization of Ultrasound Image Slices within Point Distribution Models -- FSJP-Net: Foreground and Shape Joint Perception Network for Glomerulus Detection -- Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models -- Muscle volume quantification: guiding transformers with anatomical priors -- Geodesic Logistic Analysis of Lumbar Spine Intervertebral Disc Shapes in Supine and Standing Positions -- SlicerSALT: From medical images to quantitative insights of anatomy -- Predicting Shape Development: A Riemannian Method -- AReg IOS: Automatic Registration on IntraOralScans -- Modeling Longitudinal Optical Coherence Tomography Images for Monitoring and Analysis of Glaucoma Progression -- IcoConv : Explainable brain cortical surface analysis for ASD classification -- DeCA: A Dense Correspondence Analysis Toolkit for Shape Analysis -- 3D Shape Analysis of Scoliosis -- SADIR: Shape-Aware Diffusion Models for 3D Image Reconstruction. . | |
| 520 | _aThis volume comprises the proceedings of the International Workshop, ShapeMI 2023, which took place alongside MICCAI 2023 on October 8, 2023, in Vancouver, British Columbia, Canada. The 23 selected full papers deal with all aspects of leading methods and applications for advanced shape analysis and geometric learning in medical imaging. | ||
| 650 | 0 |
_aComputer vision. _9168207 |
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| 650 | 0 |
_aMachine learning. _91831 |
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| 650 | 0 |
_aComputers, Special purpose. _946653 |
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| 650 | 1 | 4 |
_aComputer Vision. _9168208 |
| 650 | 2 | 4 |
_aMachine Learning. _91831 |
| 650 | 2 | 4 |
_aSpecial Purpose and Application-Based Systems. _946654 |
| 700 | 1 |
_aWachinger, Christian. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9168209 |
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| 700 | 1 |
_aPaniagua, Beatriz. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9168210 |
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| 700 | 1 |
_aElhabian, Shireen. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9168211 |
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| 700 | 1 |
_aLi, Jianning. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9168212 |
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| 700 | 1 |
_aEgger, Jan. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9168213 |
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| 710 | 2 |
_aSpringerLink (Online service) _9168214 |
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| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783031469138 |
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_iPrinted edition: _z9783031469152 |
| 830 | 0 |
_aLecture Notes in Computer Science, _x1611-3349 ; _v14350 _923263 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-031-46914-5 |
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