Shape in Medical Imaging International Workshop, ShapeMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings için kapak resmi
Başlık:
Shape in Medical Imaging International Workshop, ShapeMI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings
Yazar:
Wachinger, Christian. editor.
ISBN:
9783031469145
Basım Bilgisi:
1st ed. 2023.
Fiziksel Tanımlama:
XI, 302 p. 141 illus., 137 illus. in color. online resource.
Seri:
Lecture Notes in Computer Science, 14350
İçerik:
Anatomy 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. .
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