julschoen / Latent-Space-Exploration-CT
Exploration of the latent space of generative models on Lung-CT scans
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Latent-Space-Exploration-CT
- Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE☆14Updated last year
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆53Updated 2 years ago
- Accepted in MIDL 2020☆32Updated 3 years ago
- VQ-VAE + Transformer based synthesis of 3D anatomical imaging data☆57Updated 2 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆84Updated 4 months ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 5 years ago
- Gifsplanation - Explaining neural networks with gifs!☆24Updated 9 months ago
- Latex template for the MIDL Conference☆52Updated 7 months ago
- Official Pytorch Implementation for y-Aware Contrastive Learning☆55Updated last year
- VAE, Variational Autoencoder, Deep Learning, Medical Imaging☆19Updated 2 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Updated 5 years ago
- Stochastic Segmentation Networks☆65Updated 4 years ago
- PyTorch implementation of HighRes3DNet☆48Updated last year
- ☆112Updated 2 years ago
- Repository for the Medical Out-of-Distribution Analysis Challenge.☆61Updated 3 months ago
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆55Updated 5 months ago
- ☆32Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆61Updated 3 years ago
- Code for deep learning-based glioma/tumor growth models☆22Updated 2 years ago
- ☆21Updated last month
- Model-based super-resolution of medical images in PyTorch.☆75Updated last year
- Dense Steerable Filter CNN☆74Updated 2 years ago
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆46Updated 3 months ago
- 3D VQ-VAE-2 for high-resolution CT scan synthesis☆43Updated 2 years ago
- Multitask Brain Tumor Inpainting with Diffusion Models☆31Updated last year
- MALPEM whole-brain segmentation framework☆21Updated 9 months ago
- ☆19Updated 2 years ago
- Repo for MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images☆26Updated 4 months ago
- This repository contains the pytorch implementation of our LiviaNET architecture☆16Updated 4 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 3 years ago