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:
- Source code for BOWDANet☆43Updated 4 years ago
- [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆58Updated 2 years ago
- code for "Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation (MICCAI 2020)☆23Updated 2 years ago
- [IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation☆53Updated 4 years ago
- ☆22Updated 4 years ago
- X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Seperable Convolution and Long Range Dependencies (MICCAI 2019)☆52Updated 4 years ago
- Code for 《Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis》☆12Updated 5 years ago
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- Code release for the paper I. Zakazov, B. Shirokikh et al. "Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation" (MICCAI 2…☆13Updated 3 years ago
- Harnessing Uncertainty in Domain Adaptation for MRI Prostate Lesion Segmentation☆18Updated 4 years ago
- Unet for 3D nifti images using pytorch☆7Updated 7 years ago
- ☆14Updated 5 years ago
- ☆35Updated 5 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆55Updated last year
- [TMI'20] Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data☆64Updated 4 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Pipeline for Lung Segmentation on the NSCLC Radiomics Dataset as part of the IEEE VIP 2018 Challenge☆16Updated 4 years ago
- 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
- Hierarchical probabilistic 3D U-Net, with attention mechanisms (—𝘈𝘵𝘵𝘦𝘯𝘵𝘪𝘰𝘯 𝘜-𝘕𝘦𝘵, 𝘚𝘌𝘙𝘦𝘴𝘕𝘦𝘵) and a nested decoder str…☆43Updated 3 years ago
- ☆11Updated 3 years ago
- blob loss example implementation☆37Updated 10 months ago
- Evaluation code of CHAOS challenge in MATLAB, Python and Julia languages.☆57Updated 5 years ago
- My nnUNet fork with minor modification and Docker image for MICCAI StructSeg challenge and VerSe challenge.☆30Updated 5 years ago
- This is a DL-based algorithm for the prostate zonal segmentation☆24Updated 4 years ago
- [MICCAI'21 & MICCAI'20] A Codebase for Universal Lesion Detection (DeepLesion SOTA)☆49Updated 3 years ago
- Asymmetric Multi-Task Attention Network for Prostate Bed Segmentation in CT Images☆33Updated 7 months ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- [MICCAI 2021] The official code for "TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation"☆18Updated 2 years ago
- SDNet Keras implementation☆44Updated 5 years ago
- CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation☆48Updated 3 years ago