xinglab-ai / mdaLinks
Revealing Hidden Patterns in Deep Neural Network Feature Space Continuum via Manifold Learning (Nature Communications, 2023)
☆27Updated last year
Alternatives and similar repositories for mda
Users that are interested in mda are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the method ContIG, for self-supervised learning from medical imaging with genomics☆57Updated 3 years ago
- Combining image-to-image and class guided denoising diffusion probabilistic models.☆51Updated 2 years ago
- DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory☆48Updated 2 years ago
- Code of "Bayes-MIL: A New Probabilistic Perspective on Attention-based Multiple Instance Learning for Whole Slide Images" - ICLR 2023☆20Updated last year
- Bayesian Inference of Slide-level Confidence via Uncertainty Index Thresholding☆30Updated last year
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Updated 2 years ago
- Official Pytorch Implementation for y-Aware Contrastive Learning☆59Updated last year
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆14Updated last year
- Archive for Self-supervised learning in Medical images (A4SM).☆60Updated 3 years ago
- ☆10Updated last month
- A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentation☆30Updated last year
- The source code of FedDis☆21Updated 3 years ago
- The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations☆73Updated 5 months ago
- AE-GAN☆24Updated 2 years ago
- ☆11Updated 2 years ago
- Code for replicating results presented in the paper: "Quantifying Explainers of Graph Neural Networks in Computational Pathology"☆45Updated 4 years ago
- Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation☆26Updated 4 years ago
- ☆121Updated 5 months ago
- ☆26Updated last year
- [MIDL 2022 Oral] Learning Morphological Feature Perturbations for Calibrated Semi Supervised Segmentation☆24Updated 6 months ago
- Multitask Brain Tumor Inpainting with Diffusion Models☆38Updated 2 years ago
- Patch2Self Denoising - NeurIPS 2020 Spotlight Presentation☆26Updated 2 months ago
- ☆12Updated 2 years ago
- Pytorch implementation of MICCAI-2022 paper, Domain-adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach https://arxiv…☆22Updated 3 years ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 3 years ago
- Self-supervised Longitudinal Neighbourhood Embedding (LNE), MICCAI2021 & Speicial Issue on Medical Image Analysis☆33Updated 2 years ago
- ☆56Updated 4 months ago
- The source code of 'Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring' …☆24Updated 4 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…☆41Updated last year
- Latex template for the MIDL Conference☆57Updated 8 months ago