neuro-ml / inverse_weightingLinks
Code release for the paper B. Shirokikh, A. Shevtsov et al. "Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation" (MICCAI 2020, oral).
☆24Updated 4 years ago
Alternatives and similar repositories for inverse_weighting
Users that are interested in inverse_weighting are comparing it to the libraries listed below
Sorting:
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- code for "Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation (MICCAI 2020)☆22Updated 2 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Updated 6 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆62Updated 4 years ago
- [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆58Updated 2 years ago
- Solution to MICCAI 2020 ADAM☆37Updated 4 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- A pytorch implementation of DLCA☆30Updated last year
- Code for tutorial at MICCAI 2022☆93Updated last year
- Scripts to work with the chaos challenge☆26Updated 6 years ago
- X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Seperable Convolution and Long Range Dependencies (MICCAI 2019)☆52Updated 4 years ago
- [IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation☆53Updated 4 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- Code for training a 3DUnet for Brain tumour segmentation from Brats 2019 dataset; for feature extraction from the segmented volumes and f…☆24Updated 5 years ago
- Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation☆18Updated 4 years ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆73Updated 4 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated 2 years ago
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 5 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆65Updated 6 years ago
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆57Updated 5 years ago
- ☆14Updated 5 years ago
- blob loss example implementation☆37Updated last year
- ☆23Updated 4 years ago
- Unet for 3D nifti images using pytorch☆7Updated 8 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆80Updated 5 years ago
- The code for the paper Improving CT Image Tumor Segmentation Through Deep Supervision and Attentional Gates.☆31Updated 4 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Starting from MICCAI 2021, all accepted papers and their corresponding reviews are publicly available on OpenReview. This repo contains s…☆57Updated 3 years ago
- Recent progress on domain adaption/generalization for medical image segmentation☆54Updated 3 years ago