ml4h

Here are 5 public repositories matching this topic...

Language:All

Filter by language

neerajwagh /eeg-gcnn

Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

machine-learning deep-learning pytorch eeg eeg-signals eeg-classification eeg-signals-processing graph-neural-networks neurips convolutional-network neurips-2020 eeg-gcnn ml4h dgl-graph

UpdatedOct 8, 2022
Python

AlaaLab /ETAB

Star27

[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"

medical-imaging cardiac-segmentation cardiology echocardiography clinical-ai echocardiogram ml4h

UpdatedAug 29, 2022
Jupyter Notebook

ritaranx /CACHE

Star24

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

health ehr causal-inference factual ehr-phenotyping counterfactual graph-neural-networks hypergraph-learning ml4h

UpdatedFeb 6, 2024
Python

neerajwagh /eeg-self-supervision

Star21

Resources for the paper titled "Domain-guided Self-supervision of EEG Data Improves Downstream Classification Performance and Generalizability". Accepted at ML4H Symposium 2021 with an oral spotlight!