adgaudio / O-MedALLinks
O-MedAL: Online Active Deep Learning for Medical Image Analysis. This repo contains code for the paper.
☆18Updated 3 years ago
Alternatives and similar repositories for O-MedAL
Users that are interested in O-MedAL are comparing it to the libraries listed below
Sorting:
- [IEEE JBHI'20] Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification☆54Updated 4 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆114Updated 2 years ago
- [AVI 2020] UTA4: Medical Imaging DICOM files dataset.☆17Updated 4 years ago
- SA-Diagnet: Self-attention-based network for diagnosing histopathological images☆29Updated 5 years ago
- ☆36Updated 2 years ago
- Assessing Reliability and Challenges of Uncertainty Estimations for Medical Image Segmentation☆56Updated 2 years ago
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆76Updated 9 months ago
- Code for Paper: Multi Scale Curriculum CNN for Context-Aware Breast MRI Malignancy Classification☆46Updated 5 years ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- Example Code for Self-Supervised Feature Learning in Medical Volume Scans☆15Updated 6 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆63Updated last year
- demo of a vae model for pancreas segmentation.☆28Updated 5 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 4 years ago
- Official PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images☆58Updated 2 years ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆58Updated 4 years ago
- Code release for the TIP paper and MICCAI2018 paper "One-Pass Multi-task Convolutional Neural Networks for Efficient Brain Tumor Segmenta…☆34Updated 5 years ago
- Pytorch Implementations of Common modules, blocks and losses for CNNs specifically for segmentation models☆33Updated 4 years ago
- Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medic…☆62Updated 3 years ago
- A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss☆32Updated 6 years ago
- Feature extraction for overall survival prediction in BraTS 2019 challenge☆11Updated 4 years ago
- Unsupervised medical image segmentation using edge mapping and adversarial learning☆20Updated 5 years ago
- ☆56Updated 2 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆90Updated last year
- semi-supervised and task driven data augmentation code to improve segmentation performance☆56Updated 2 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆21Updated 2 years ago
- Official code for 'Unsupervised Local Discrimination for Medical Images'.☆21Updated 3 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆144Updated 4 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 3 years ago
- A solution to MICCAI 2020 M&Ms☆25Updated 5 years ago