Shape in Medical Imaging

.- Anisotropic Fourier Features for Positional Encoding in Medical Imaging.
.- PSGM-TR: A Transformer-Based Approach for Pulmonary Segment Segmentation Using Gaussian Mixture Models.
.- A Unified Pipeline for Explainable Gait Analysis.
.- ShapeKit.
.- Posterior Shape Models Revisited: Improving 3D Reconstructions from Partial Data Using Target-Specific Models.
.- Anatomically-Focused Patches for Lightweight and Explainable Knee OA Grading.
.- Benchmarking Evaluation Metrics for Tubular Structure Segmentation in Biomedical Images.
.- Large Intestine 3D Shape Refinement Using Conditional Latent Point Diffusion Models.
.- A Statistical 3D Stomach Shape Model for Anatomical Analysis.
.- AnatomyGen: Generating Anatomically Plausible Human Phantoms at High Resolution.
.- Template-Based Cortical Surface Reconstruction with Minimal Energy Deformation.
.- Spherical Brownian Bridge Diffusion Models for Conditional Cortical Thickness Forecasting.
.- OsteoDeform: Osteophyte-Aware Shape Deformations of Distal Femur Models for Surgical Planning in Total Knee Arthroplasty.
.- Spline-based shape compression for interventional device tracking.
.- End-to-End Learning of Multi-Organ Implicit Surfaces from 3D Medical Imaging Data.
.- A Simple Modality-Agnostic Representation for Scoliosis Phenotyping.
.- US-X Complete: A Multi-Modal Approach to Anatomical 3D Shape Recovery.
.- A Scalable Toolkit for Modeling 3D Surface-based Brain Geometry.
.- Parametric shape models for vessels learned from segmentations via differentiable voxelization.
.- Deep Learning Enables Large-Scale Shape and Appearance Modeling in Total-Body DXA Imaging.
.- GReAT: leveraging geometric artery data to improve wall shear stress assessment.
.- Shape vs flow: a 2D statistical shape analysis of the projection of common iliac veins in patients with deep vein thrombosis.
.- Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation.
.- Point Set Registration Metrics Reloaded for Computer-Assisted Surgery.
.- Benchmark-Ready 3D Anatomical Shape Classification.
.- SimCortex: Collision-free Simultaneous Cortical Surfaces Reconstruction.