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Titlebook: Medical Image Computing and Computer Assisted Intervention – MICCAI 2023; 26th International C Hayit Greenspan,Anant Madabhushi,Russell Tay

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楼主: Strategy
发表于 2025-3-23 09:46:28 | 显示全部楼层
Whole-Heart Reconstruction with Explicit Topology Integrated Learning the advancement of medical imaging techniques, computing facilities, and deep learning models, automatically generating whole-heart meshes directly from medical imaging data becomes feasible and shows great potential. Existing works usually employ a point cloud metric, namely the Chamfer distance,
发表于 2025-3-23 15:34:15 | 显示全部楼层
Enhancing Automatic Placenta Analysis Through Distributional Feature Recomposition in Vision-Languagxamination and report generation, however, are laborious and resource-intensive. Limitations in diagnostic accuracy and model efficiency have impeded previous attempts to automate placenta analysis. This study presents a novel framework for the automatic analysis of placenta images that aims to impr
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A Semantic-Guided and Knowledge-Based Generative Framework for Orthodontic Visual Outcome Previewguided and knowledge-based generative framework to predict the visual outcome of orthodontic treatment from a single frontal photo. The framework involves four steps. Firstly, we perform tooth semantic segmentation and mouth cavity segmentation and extract category-specific teeth contours from front
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Thinking Like Sonographers: A Deep CNN Model for Diagnosing Gout from Musculoskeletal Ultrasound as no prior study on this topic is known. Our exhaustive study of state-of-the-art (SOTA) CNN image classification models for this problem reveals that they often fail to learn the gouty MSKUS features, including the double contour sign, tophus, and snowstorm, which are essential for sonographers’
发表于 2025-3-24 14:23:45 | 显示全部楼层
Thyroid Nodule Diagnosis in Dynamic Contrast-Enhanced Ultrasound via Microvessel Infiltration Awarension, and may provide more discriminative information than conventional gray ultrasound (US). Thus, CEUS video has vital clinical value in differentiating between malignant and benign thyroid nodules. In particular, the CEUS video can show numerous neovascularisations around the nodule, which consta
发表于 2025-3-24 16:12:17 | 显示全部楼层
Polar Eyeball Shape Net for 3D Posterior Ocular Shape Representationing. However, current shape representations are limited by their low resolution or small field of view, providing insufficient information for surgeons to make accurate decisions. This paper proposes a novel task of reconstructing complete 3D posterior shapes based on small-FOV OCT images and introd
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