HaohanWang / CFLinks
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
☆14Updated 4 years ago
Alternatives and similar repositories for CF
Users that are interested in CF are comparing it to the libraries listed below
Sorting:
- Conceptual & empirical comparisons between decision forests & deep networks☆18Updated 3 weeks ago
- ☆46Updated 4 years ago
- Implementation for Stankevičiūtė et al. "Population graph GNNs for brain age prediction". GRL+ Workshop, ICML 2020.☆40Updated last week
- Multi-task regression in Python☆25Updated 4 years ago
- ☆17Updated 6 years ago
- HCAE (HyperConnectome AutoEncoder) for brain state identification.☆16Updated 4 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆27Updated 4 years ago
- Code to study the generalisability of benchmark models on non-stationary EHRs.☆14Updated 5 years ago
- Multi-Channel Variational Auto Encoder: A Bayesian Deep Learning Framework for Modeling High-Dimensional Heterogeneous Data.☆33Updated 4 years ago
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆12Updated 2 years ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- Code Repo for Doctor2vec☆11Updated 5 years ago
- Code for the paper "End-to-end training of deep probabilistic CCA on paired biomedical observations".☆26Updated 4 years ago
- ☆26Updated last year
- The code for the models described in "Learning Tasks for Multitask Learning: Heterogenous Patient Populations in the ICU" (KDD 2018).☆21Updated 5 years ago
- Graph saliency maps through spectral convolutional networks for brain mapping☆32Updated 6 years ago
- ADHD200 preprocessed☆19Updated 4 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆24Updated 4 years ago
- repo for "Decision explanation and feature importance for invertible networks"☆14Updated 5 years ago
- PyTorch implementation of Deep Survival Models.☆18Updated 7 years ago
- Contrastive Variational Autoencoders☆68Updated 6 years ago
- ☆21Updated 6 years ago
- A large database of artificial neural network statistics during training☆15Updated 4 years ago
- ☆16Updated 4 years ago
- Code for "oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis"☆26Updated 5 years ago
- Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)☆24Updated 7 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- CliMB: An AI-enabled Partner for Clinical Predictive Modeling☆19Updated 6 months ago
- Similarity network fusion in Python☆83Updated 5 years ago
- ICML 2018: "Adversarial Time-to-Event Modeling"☆37Updated 7 years ago