sunlabuiuc
Add MIMIC4ECG Dataset
Type: Dataset Contribution Net IDs: arnabs3 Paper: Electrocardiogram–Language Model for Few-Shot Question Answering with Meta Learning Paper Link: https://arxiv.org/pdf/2410.14464 Dataset Referenced by paper: https://physionet.org/content/mimic-iv-ecg/1.0/
Description: Adds the MIMIC-IV-ECG dataset implementation. The implementation includes a MIMIC4ECGDataset class inheriting from BaseDataset with support for WFDB-compatible file formats, automatic metadata generation, parsing utilities for signals and annotations, unit tests, and documentation.
Files added: pyhealth/datasets/mimic4_ecg.py pyhealth/datasets/configs/mimic4_ecg.yaml tests/todo/test_datasets/test_mimic4_ecg.py docs/api/datasets/pyhealth.datasets.MIMIC4ECGDataset.rst
Files changed: pyhealth/datasets/init.py
