ZFTurbo / timm_3d
PyTorch Volume Models for 3D data
☆51Updated 7 months ago
Alternatives and similar repositories for timm_3d:
Users that are interested in timm_3d are comparing it to the libraries listed below
- EfficientNets in 3D variant for keras and TF.keras☆53Updated 3 years ago
- Set of models for classifcation of 3D volumes☆165Updated 10 months ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- A PyTorch implementation of EfficientNet☆167Updated last year
- Predict the status of a genetic biomarker important for brain cancer treatment☆38Updated last month
- Awesome Medical Imaging Datasets☆41Updated 4 months ago
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆30Updated 2 years ago
- 3D volume data augmentation package inspired by albumentations☆79Updated 5 years ago
- 1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-…☆83Updated last year
- Annotations for the PI-CAI Challenge: Public Training and Development Dataset☆56Updated 5 months ago
- Segmentation models for 3D data with different backbones. PyTorch.☆56Updated 7 months ago
- a metric library for Medical Image Segmentation EVALuation☆112Updated 4 months ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆45Updated 2 years ago
- ☆66Updated 10 months ago
- 2nd place solution for the RSNA STR Pulmonary Embolism Detection competition on Kaggle.☆29Updated 4 years ago
- Set of models for segmentation of 3D volumes☆128Updated 8 months ago
- A package to compute medical segmentation metrics.☆152Updated 7 months ago
- Public release of SpineNet (version 2).☆42Updated 6 months ago
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures☆90Updated 3 months ago
- Baseline inference Algorithm for the STOIC2021 challenge.☆11Updated 3 years ago
- [MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans☆61Updated last month
- MRI Brain Tumor Segmentation - BraTS Challenge 2020☆49Updated 3 years ago
- An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization☆173Updated 7 months ago
- This Repo Will contain the Preprocessing Code for 3D Medical Imaging☆198Updated 4 years ago
- PyTorch implementation of HighRes3DNet☆49Updated last year
- ☆31Updated 3 years ago
- A novel segmentation model termed Swin UNEt TRansformers (Swin UNETR). Specially for the task of 3D semantic segmentation.☆33Updated 2 years ago
- ☆57Updated 2 years ago
- medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis☆148Updated 7 months ago
- State-of-the-art retinal vessel segmentation with minimalistic models☆80Updated last year