fpgdubost / Automated-Estimation-of-the-Spinal-Curvature
Machine Learning code for automatic measurement of scoliosis severity from X-ray. 3rd place at the international AASCE competition.
☆14Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Automated-Estimation-of-the-Spinal-Curvature
- The solution of MICCAI 2019 AASCE Challenge☆18Updated 3 years ago
- Segmentation of thoracic and lumbar spine using deep learning☆16Updated 3 years ago
- Automatic scoliosis assessment in spinal x-rays using deep learning and a novel vertebral segmentation dataset.☆25Updated 4 months ago
- Spinal landmarks and curvature detection☆40Updated 2 years ago
- The code of paper "Transformer-based 3D U-Net for Pulmonary Vessel Segmentation and Artery-vein Separation from CT images"☆22Updated last year
- Segmentation deep learning ALgorithm based on MONai toolbox: single and multi-label segmentation software developed by QIMP team-Vienna.☆120Updated 2 years ago
- Master thesis: Convolutional Neural Networks for Classification of Alzheimer’s Disease and Mild Cognitive Impairment from 3D Brain MRI Im…☆44Updated 4 years ago
- [ISBI 2020] Vertebra-Focused Landmark Detection for Scoliosis Assessment☆93Updated 2 years ago
- Brain MRIs classification using a ResNet-like architecture.☆20Updated 2 years ago
- ☆17Updated 4 years ago
- ☆40Updated 2 years ago
- Pytorch implementation of the paper "3D MRI brain tumor segmentation using autoencoder regularization" by Myronenko A. [https://arxiv.or…☆45Updated 4 years ago
- A CNN-LSTM deep learning model for prognostic prediction and classification of Alzheimer's MRI neuroimages.☆39Updated 4 years ago
- A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography☆151Updated 2 months ago
- pytorch application for 3D classification using medical images☆22Updated 3 years ago
- Pytorch implementation of the paper Iterative fully convolutional neural networks for automatic vertebra segmentation accepted in MIDL201…☆61Updated last year
- A complete pipeline for BraTS 2020☆57Updated 2 years ago
- Knee Osteoarthritis Analysis with X-ray Images using CNN☆37Updated 2 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆46Updated 10 months ago
- 3D-Unet: patched based Pytorch implementation for medical images segmentation☆61Updated 3 years ago
- This is a complete guide on how to do Pyradiomics based feature extraction and then, build a model to calculate the grade of glioma.☆25Updated 4 years ago
- Official code for "Oneshot Medical Landmark Detection' (MICCAI 2021 early accepted)☆48Updated last year
- Multimodal deep learning for Alzheimer's disease dementia assessment☆94Updated last year
- Fully-Automated Cartilage and Meniscus Segmentation for Knee MRI☆13Updated 6 years ago
- Deep 3D CNNs for MRI Classification with Alzheimer's Disease And Grad-CAM for Visualization☆41Updated last year
- Acute ischemic stroke dataset☆54Updated 11 months ago
- HC18 challenge using Res-U-Net☆16Updated 4 years ago
- ☆33Updated last month
- MICCAI 2022 Paper with Code☆97Updated 2 years ago
- Transformer-based Multimodal Fusion for Early Diagnosis of Alzheimer’s Disease Using Structural MRI and PET☆13Updated last month