HINTLab / ACSConvLinks
[IEEE JBHI'21] Reinventing 2D Convolutions for 3D Images - 1 line of code to convert pretrained 2D models to 3D!
☆171Updated last year
Alternatives and similar repositories for ACSConv
Users that are interested in ACSConv are comparing it to the libraries listed below
Sorting:
- A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.☆55Updated 11 months ago
- ☆191Updated 3 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆171Updated 3 years ago
- Code for NeurIPS 2020 article "Contrastive learning of global and local features for medical image segmentation with limited annotations"☆185Updated 4 years ago
- Generation of 3D/ 2D attention maps for both classification and segmentation☆331Updated 6 months ago
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆99Updated 4 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆116Updated 2 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆83Updated 4 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆180Updated 2 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆129Updated 3 years ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆49Updated 4 years ago
- Multi-Planar UNet for autonomous segmentation of 3D medical images☆196Updated 2 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated 2 years ago
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆133Updated 5 years ago
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆57Updated 6 years ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆187Updated 2 years ago
- ☆156Updated 2 weeks ago
- [MICCAI'21 & TMI'23] RibSeg Dataset and Point Cloud Baselines for Rib Segmentation from CT Scans☆68Updated last year
- MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)☆55Updated 5 years ago
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆153Updated last year
- ☆172Updated 4 years ago
- [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning☆131Updated 3 years ago
- ☆60Updated 3 years ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆73Updated 5 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆79Updated 6 years ago
- ☆60Updated 7 years ago
- This repository includes the constructed US-4 dataset and the code for USCL (PyTorch version).☆91Updated 3 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 4 years ago
- Code for tutorial at MICCAI 2022☆94Updated 2 years ago