Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020

A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography

Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterative Algorithm.

Segmentation and Identification of Vertebrae in CT Scans using CNN, k-means Clustering and k-NN

Web application framework for a frontend built using RequireJS, Backbone.js, Underscore.js, jQuery, Mustache.js

Backbone transport management.

Simple service container written in Go.

Cervical spine 3D segmentation and classification using machine learning to detect fractures and assess vertebrae health.

PyTorch code: Spine and Vertebrae Segmentation

Spine Vertebrae Landmark Detection

An integrated toolkit for multi-label vertebrae segmentation and spine alignment analysis

HealthiVert-GAN, a novel deep-learning framework designed to generate pseudo-healthy vertebral images. These images simulate the pre-fractured state of vertebrae, offering a potential improvement in diagnosis. The HealthiVert-GAN utilizes a coarse to fine, 2.5D synthesis network based on generative adversarial networks (GAN).

Slicer module for vertebral segmentation of metastatic vertebrae using a 3D U-Net CNN.

Given as an input either a frontal or a sagittal x-ray image, detect the spinal vertebrae and estimate the Cobb angle, and the shape of the scoliosis.

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

Iterative Vertebrae Segmentation - VerSe dataset

Will be updating my thesis code for recognising vertebrae for segmentation and further for CAD

The ‘Vertebrae-Labeling-Segmentation’ aims to provide vertebrae-related codes for further studies. ALL of them are used just for research, but not for commerce. And the web is updating consistently. If you have any questions, do not hesitate to contact us! (E-mail: jonnyning@foxmail.com, Zhenyuan Ning; or yuzhang@smu.edu.cn, Yu Zhang)

Implementation of RCNN Masks, using Pytorch for vertebrae segmentation

Sample structure for Single Page Web Application code, based around Backbone and RequireJS

A lightweight complement to Zepto.js and Backbone.js that adds view state management and transitions. [experiment]

Deep learning based auto instance segmentation for vertebrae , developed by PyTorch from nnUNet

an open annotated dataset and baseline machine learning model for segmentation of vertebrae with metastatic bone lesions from CT

Cervical vertebrae analysis based on YOLOv12

Strengthening your backbone - general plugins for backbone.js

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it's not a vertebrae, ho ho ho

Get DICOM masks of vertebrae from sagittal IDEAL (Iterative Decomposition of water and fat with Echo Asymmetric and Least-squares estimation) spine MR images

PayerSeg_Revised is a deep learning-based system for fully automated spine CT segmentation. This project is an improved and refactored version of the Coarse to Fine Vertebrae Localization and Segmentation method proposed by Payer et al., which was the winning solution of the VerSe Challenge.

Evisions' expansion for Backbone.js