ai-med / nn-common-modulesLinks
Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models
☆33Updated 4 years ago
Alternatives and similar repositories for nn-common-modules
Users that are interested in nn-common-modules are comparing it to the libraries listed below
Sorting:
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆128Updated 2 years ago
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 4 years ago
- Code for tutorial at MICCAI 2022☆94Updated 2 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆64Updated last year
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Updated 2 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆115Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆144Updated 4 years ago
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆64Updated 4 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆113Updated 6 years ago
- semi-supervised and task driven data augmentation code to improve segmentation performance☆57Updated 2 years ago
- Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".☆43Updated 6 years ago
- Scripts to work with the chaos challenge☆26Updated 6 years ago
- The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convo…☆53Updated 6 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 4 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- matlab and python wrap of crf and dense crf, both 2d and 3d are supported☆170Updated 3 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆83Updated 4 years ago
- 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
- Uncertainty in Medical Image Analysis☆318Updated 4 years ago
- ☆81Updated 2 years ago
- An unsupervised (or self-supervised) loss function for binary image segmentation (TensorFlow)☆71Updated 3 years ago
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆41Updated 5 years ago
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Updated 5 years ago
- SDNet Keras implementation☆44Updated 5 years ago
- Elastic Boundary Projection for 3D Medical Image Segmentation - CVPR 2019☆66Updated 6 years ago
- demo of a vae model for pancreas segmentation.☆28Updated 5 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆66Updated 6 years ago
- Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound☆73Updated 4 years ago