pranavsinghps1 / CASSLinks
Official PyTorch implementation of CASS, from the following paper: CASS: Cross Architectural Self-Supervision for Medical Image Analysis. arXiv 2022.
☆21Updated last year
Alternatives and similar repositories for CASS
Users that are interested in CASS are comparing it to the libraries listed below
Sorting:
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Updated 4 years ago
- ☆24Updated last year
- The code of Modality-adaptive Feature Interaction for Brain Tumor Segmentation with Missing Modalities☆23Updated 3 years ago
- [MICCAI 2023] MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets (an official implementation)☆40Updated last year
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆104Updated last year
- This repository contains the implementation for our work "Topology-Aware Uncertainty for Image Segmentation", accepted to NeurIPS 2023.☆49Updated 8 months ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆34Updated 3 years ago
- Official PyTorch Implementation for CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging - MIDL 20…☆11Updated 3 years ago
- ☆61Updated 3 years ago
- Official code for Robust T-Loss for Medical Image Segmentation (MICCAI 2023)☆53Updated 2 years ago
- [MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and …☆72Updated last week
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆75Updated last year
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆57Updated 3 years ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆39Updated 3 years ago
- PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy☆32Updated 10 months ago
- [IPMI'23] Diffusion Model based Semi-supervised Learning on Brain Hemorrhage Images for Efficient Midline Shift Quantification☆16Updated 2 years ago
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆77Updated 2 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆48Updated last year
- ☆10Updated 3 years ago
- vMFNet: Compositionality Meets Domain-generalised Segmentation☆16Updated 3 years ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆70Updated 11 months ago
- ☆23Updated 3 years ago
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆43Updated last year
- A collection of self-supervised papers in medical imaging.☆40Updated 4 years ago
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆20Updated 3 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆20Updated last year
- Source code for MICCAI 2022 paper entitled: 'Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification'☆36Updated 2 years ago
- IEEE TMI 2021☆17Updated 2 years ago
- The official implementation of "Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification"☆89Updated last year