Xin Gao (gxwdaq)

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Xin Gao's starred repositories

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CarotidAnalyzer

A fully integrated pipeline for the extraction and analysis of carotid artery geometries.

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SIMPAC-2023-139

Simulation of X-ray projections on GPU: benchmarking gVirtualXray with clinically realistic phantoms

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xraySimulator

A simple x-ray simulator written in MATLAB

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IGSTK

Image Guided Surgery Software Toolkit

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FUnet

The official core implementation of "Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios" in MICCAI 2023

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VaMPy

A collection of tools for pre-processing, simulating, and post-processing vascular morphologies.

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Homepage-Anser

AnserEMT is an open-source electromagnetic tracking system

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geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

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voxel2mesh

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

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Osteoporosis

A fully automated deep learning tool for opportunistic osteoporosis screening and triage using lumbar spine radiography

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artisynth_lumbosacralSpineModel

Forward dynamic hybrid FE-MB model of the lumbosacral spine based on the Male Visible Human Project built in ArtiSynth.

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SpineAI-Detect-Classify-LumbarMRI-Stenosis

Code for 2020 November Radiology Submission "Deep Learning Model for Automated Detection and Classification of Central Canal, Lateral Recess, and Neural Foraminal Stenosis at Lumbar Spine MRI"

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vertebraeLocalCoordinates

Python Code to Generate a Local Coordinate System on an STL file from a Vertebrae using the VTK Library

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cardiac_ml

Machine Learning for Cardiac Electrical Imaging

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cardiac_challenge

Code repository for machine learning for cardiac electrophysiology

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Ogo

Ogo - A library of tools for opportunistic CT, including internal calibration, segmentation, image manipulation and quantitative analysis.

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Pseudo-DXA

Generative medical imaging model that produces real DXA scan from 3D body surface scan inputs. Predicting interior fat, lean, and bone distribution fom exterior body shape.

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libhip

LibHip: An Open-Access Hip Joint Model Repository suitable for Finite Element Method Simulation

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SynDiff

Official PyTorch implementation of SynDiff described in the paper (https://arxiv.org/abs/2207.08208).

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MRI-to-CT-DCNN-TensorFlow

This repository is the implementations of the paper "MR-based Synthetic CT Generation using Deep Convolutional Neural Network Method," Medical Physics 2017.

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GAN-for-Synthesizing-CT-from-T2-Weighted-MRI-data-towards-MR-guided-Radiation-Treatment

In medical domain cross modality image synthesis suffers from multiple issues such as context-misalignment, image distortion, image blurriness, and loss of details. The fundamental objective behind this study is to address these issues in estimating synthetic Computed tomography (sCT) scans from T2-weighted Magnetic Resonance Imaging (MRI) scans in order to achieve MRI-guided Radiation Treatment (RT).

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ct-mr-translation

This project is about investigating the capabilities of GAN to translate spinal CT to MRI scans and vice versa.

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