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ml4h

Here are 5 public repositories matching this topic...

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

Updated Oct 8, 2022
Python

AlaaLab / ETAB

[ 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

Updated Aug 29, 2022
Jupyter Notebook

neerajwagh / eeg-self-supervision

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!

machine-learning deep-learning neural-network domain-driven-design neuroscience eeg eeg-signals convolutional-neural-networks transfer-learning representation-learning unsupervised-learning biosignals multi-task-learning eeg-classification self-supervision self-supervised-learning electroencephalogram electrophysiological-data ml4h neurips-2021

Updated Jul 12, 2023
Python

ritaranx / CACHE

[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

Updated Feb 6, 2024
Python

uclhal / uclhal

Healthcare Algorithm Laboratory

data-science healthcare critical-care ml4h lab-group

Updated Jun 23, 2023
Jupyter Notebook

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