HaohanWang / CFLinks
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
☆14Updated 5 years ago
Alternatives and similar repositories for CF
Users that are interested in CF are comparing it to the libraries listed below
Sorting:
- ☆46Updated 4 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆26Updated 4 years ago
- Contrastive Variational Autoencoders☆70Updated 6 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- ☆41Updated 3 years ago
- ADHD200 preprocessed☆19Updated 4 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated 3 months ago
- Variational autoencoders for cancer data integration☆27Updated 3 years ago
- ☆143Updated this week
- Similarity network fusion in Python☆84Updated 5 years ago
- The fast version of DeLong's method for computing the covariance of unadjusted AUC.☆160Updated this week
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆12Updated 2 years ago
- A Python API for deploying deep neural networks for Neuroimaging research. Powered by IMG at Stevens Neuroimaging and Informatics Institu…☆37Updated 4 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- A torch package for learning diagnosis models from temporal patient data.☆116Updated 8 years ago
- MIMIC preprocessing for the ICML paper "Dynamic Measurement Scheduling for Event Forecasting Using Deep RL"☆19Updated 6 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆33Updated 6 years ago
- [Nature Biomedical Engineering, 2020] A broadly applicable algorithm for dimensionality reduction to reveal underlying trends in a range …☆17Updated 3 years ago
- Code helper for BEETL competition☆11Updated 4 years ago
- Contrastive PCA☆222Updated 11 months ago
- ☆27Updated 2 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Updated 4 years ago
- ☆40Updated 3 years ago
- Deep learning survival models☆118Updated 2 years ago
- Code for analysis of ADNI data☆38Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Tutorial on survival analysis using TensorFlow.☆47Updated 5 years ago
- Custom python functions to help you further analyse machine learning models and diagnostic test☆17Updated 2 months ago
- Weakly Supervised MRI Series Classification for the UK Biobank☆26Updated 6 years ago