M3DV / ACSConv
[IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
☆168Updated 9 months ago
Alternatives and similar repositories for ACSConv:
Users that are interested in ACSConv are comparing it to the libraries listed below
- ☆191Updated 2 years ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆47Updated 3 years ago
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆51Updated last week
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- ☆319Updated last year
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆169Updated 2 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆143Updated 6 months ago
- ☆223Updated last year
- The implementation of 3D-UNet using PyTorch☆100Updated this week
- This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MI…☆51Updated 2 years ago
- A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.☆56Updated 7 months ago
- ☆182Updated 5 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- new and more efficient version for 3D discrete deformable registration, reaching the highest accuracy in several benchmarks☆104Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆124Updated 2 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆170Updated 4 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated last year
- ☆142Updated 5 months ago
- ☆168Updated 3 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago
- [MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans☆61Updated last month
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆96Updated 3 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆190Updated last year
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆174Updated last year
- Medical Image Vision Operators, such as RoIAlign, DCNv1, DCNv2 and NMS for both 2/3D images.☆49Updated last year
- ☆57Updated 2 years ago
- [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆56Updated last year
- ☆76Updated last year
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆78Updated 5 years ago