ml4h

There are 0 repository under ml4h 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.
graph-neural-networks eeg-classification eeg-signals-processing deep-learning machine-learning eeg eeg-signals convolutional-network eeg-gcnn neurips neurips-2020 ml4h dgl-graph pytorch
Language:Python 143
AlaaLab / ETAB
[ NeurIPS 2022 ] Official Codebase for "ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography"
cardiac-segmentation cardiology clinical-ai echocardiogram echocardiography medical-imaging ml4h
Language:Jupyter Notebook 21
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!
eeg self-supervised-learning self-supervision multi-task-learning representation-learning deep-learning biosignals convolutional-neural-networks domain-driven-design electroencephalogram electrophysiological-data machine-learning ml4h neural-network neurips-2021 neuroscience transfer-learning unsupervised-learning eeg-classification eeg-signals
Language:Python 18
ritaranx / CACHE
[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.
causal-inference counterfactual ehr ehr-phenotyping factual graph-neural-networks health hypergraph-learning ml4h
Language:Python 17
uclhal / uclhal
Healthcare Algorithm Laboratory
critical-care data-science healthcare ml4h lab-group
Language:Jupyter Notebook 4

ml4h

neerajwagh / eeg-gcnn

AlaaLab / ETAB

neerajwagh / eeg-self-supervision

ritaranx / CACHE

uclhal / uclhal