MIRACLE-Center / CTSpine1K
A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography
☆168Updated last month
Alternatives and similar repositories for CTSpine1K:
Users that are interested in CTSpine1K are comparing it to the libraries listed below
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆148Updated 3 years ago
- Everything about the 'Large Scale Vertebrae Segmentation Challenge' @ MICCAI 2019-2020☆225Updated 3 years ago
- ☆165Updated 2 years ago
- Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL201…☆63Updated last year
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆244Updated last year
- Official repository for autoPET I+II machine lerning challenge☆70Updated 9 months ago
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆83Updated 4 months ago
- Airway segmentation from chest CTs using deep Convolutional Neural Networks☆66Updated 10 months ago
- Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.☆121Updated 3 years ago
- ☆181Updated 4 years ago
- End-to-end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Ma…☆65Updated 4 years ago
- Physics-based data augmentation library for quantifying CT and CBCT images in radiotherapy [PMB'23, PMB'21, Medical Physics'21, AAPM'21]☆63Updated last year
- The official repository of the 2023 Kidney Tumor Segmentation Challenge (KiTS23)☆105Updated 2 months ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆105Updated last year
- A package to compute medical segmentation metrics.☆159Updated 9 months ago
- NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline☆50Updated 2 years ago
- This is a 3D Slicer extension for segmentation and spatial reconstruction of infiltrated, collapsed, and emphysematous areas in lung CT.☆77Updated 7 months ago
- DICOM RT-Struct to mask☆101Updated last year
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆158Updated 8 months ago
- nnInteractive is a framework for 3D interactive segmentation, supporting intuitive prompts like points, scribbles, bounding boxes, and la…☆138Updated 2 weeks ago
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆118Updated last month
- Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and …☆83Updated 2 years ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆63Updated 3 years ago
- DL-CTA coronary Agatston calcium scoring☆21Updated 3 years ago
- Implementation of the DeepVesselNet deep learning network☆147Updated last year
- Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.☆40Updated 2 years ago
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆238Updated last week
- Computed tomography to body composition (Comp2Comp).☆79Updated last week
- ☆99Updated last month
- Extension for 3D Slicer for running MONAI Auto3DSeg models☆85Updated 2 months ago