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KidMesh

Computational Mesh Reconstruction for Pediatric Congenital Hydronephrosis Using Deep Neural Networks


Overview

We proposed a novel end-to-end mesh reconstruction network (i.e., KidMesh), which produces computable mesh of CH areas solely based on MRU. It achieves comparable accuracy to conventional methods, with improved topological correctness. This approach has the potential to reconstruct computational models for urodynamic simulations, aiding urologists in surgical planning.

This repository contains the slogan, templates, and demo for the KidMesh project. The paper is currently under submission. Once it is accepted, we will open-source the code to enhance the repository.


Table of Contents

  1. Slogan
  2. Templates
  3. Demo

Slogan

slogan


Templates

We provide some kidney-shaped templates with different numbers of vertices which satisfy user's various requirements.

  1. Format: Initial templates are in Wavefront OBJ (.obj) format.

  2. Structure: We Organize templates as follows:

    template/
    ├── kidney_x.obj
    
  3. Notice: The 'x' in the filename represents the number of vertices included in the template.


Demo

1. INPUT (MRU)

input

2. DEFORM

deform

3. OUTPUT (MESH)

output

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KidMesh: Computational Mesh Reconstruction for Pediatric Congenital Hydronephrosis

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