julschoen / Latent-Space-Exploration-CTLinks
Exploration of the latent space of generative models on Lung-CT scans
☆16Updated 2 years ago
Alternatives and similar repositories for Latent-Space-Exploration-CT
Users that are interested in Latent-Space-Exploration-CT are comparing it to the libraries listed below
Sorting:
- Gifsplanation - Explaining neural networks with gifs!☆27Updated last year
- Neuromorphologicaly Preserving Volumetric Data Encoding Using VQ-VAE☆16Updated 2 years ago
- Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning (http://jmlr.org/papers/v20/19-033.html)☆89Updated 7 months ago
- ☆35Updated 2 years ago
- A PyTorch implementation of the Probabilistic U-Net, applied to probabilistic glioma growth☆43Updated 6 years ago
- Accepted in MIDL 2020☆32Updated 4 years ago
- VQ-VAE + Transformer based synthesis of 3D anatomical imaging data☆60Updated 2 years ago
- Stochastic Segmentation Networks☆66Updated 5 years ago
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- Chainer implementation of Bayesian Convolutional Neural Networks (BCNNs)☆50Updated 5 years ago
- VAE, Variational Autoencoder, Deep Learning, Medical Imaging☆21Updated 3 years ago
- Medical images I/O python package☆34Updated last month
- A PyTorch add-on for working with image mappings and displacement fields, including Spatial Transformers☆52Updated 3 years ago
- A python framework accelerating ML based discovery in the medical field by encouraging code reuse. Batteries included :)☆149Updated 2 weeks ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 2 years ago
- A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.☆23Updated 6 years ago
- Dense Steerable Filter CNN☆77Updated 2 years ago
- ☆23Updated 2 months ago
- Official Keras & PyTorch Implementation and Pre-trained Models for TransVW☆63Updated 3 years ago
- GAN-based method to create counterfactual explanations for chest X-rays☆25Updated 2 years ago
- (ICML 2023) High Fidelity Image Counterfactuals with Probabilistic Causal Models☆62Updated 5 months ago
- pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis☆60Updated 9 months ago
- COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations☆158Updated 3 years ago
- Latex template for the MIDL Conference☆57Updated 7 months ago
- PyTorch-based implementation of Max-flow/Min-cut (graphcut) for 2D/3D data☆15Updated 2 years ago
- Official Pytorch Implementation of "Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Network" (accepted by MICCAI 20…☆129Updated 3 years ago
- ☆32Updated 2 months ago
- Data Augmentation with Variational Autoencoders (TPAMI)☆140Updated 2 years ago
- ☆36Updated 3 years ago
- ☆121Updated 4 months ago