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Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data

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oscarescuderoarnanz/XST-GCNN

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Project Directory Structure

Baselines

This folder contains the baseline models used to compare against our proposed architecture. These models serve as benchmarks for evaluating the performance of our approach.

DATA

This directory contains the original data, which is private and not publicly accessible due to confidentiality restrictions, as it includes information about real patients.

XST-GNN_Architecture (XST-GCNN)

This folder holds our main architecture, XST-GCNN, which was developed and refined to outperform the baseline models. All relevant scripts and configurations for this architecture are located here.

LICENSE

The project is licensed under the BSD 2-Clause License, which permits redistribution and use in source and binary forms, with or without modification, under specified conditions.

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Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data

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