├── LICENSE ├── README.md ├── code ├── README.md ├── cluster.py ├── clustering.sh ├── dataset.py ├── dumping.py ├── finetune.py ├── finetune.sh ├── hubert_ecg.py ├── hubert_ecg_classification.py ├── metrics.py ├── pretrain.py ├── pretraining.sh ├── test.py ├── test.sh └── utils.py ├── figures ├── README.md ├── SSE_vs_C.svg ├── bar_plot_downstream_tasks.svg ├── clustering_quality_across_iterations_and_layers.svg ├── ecg_umap.ipynb ├── label_wise_performance_base.svg ├── label_wise_performance_large.svg ├── label_wise_performance_small.svg ├── linear_eval_varying_model_sizes.svg ├── masking_p.svg ├── metadata │ ├── chapman_metadata.json │ ├── cpsc_extra_metadata.json │ ├── cpsc_metadata.json │ ├── georgia_metadata.json │ ├── hefei_metadata.json │ ├── mimic_metadata.json │ ├── ningbo_metadata.json │ ├── ptb_metadata.json │ ├── ptbxl_metadata.json │ ├── ribeiro_metadata.json │ ├── samitrop_metadata.json │ └── sph_metadata.json ├── performance_thresholds.svg ├── plot.ipynb ├── radarplot.svg ├── samitrop_trend.svg ├── upstream_downstream_performance_varying_samp_rate.svg └── xlxs │ ├── Figura 5.xlsx │ ├── Figure 2a.xlsx │ ├── Figure 2b.xlsx │ ├── Figure 2c.xlsx │ ├── Figure 2d.xlsx │ ├── Supplementary Figure 2.xlsx │ ├── Supplementary Figure 3.xlsx │ ├── Supplementary Figure 4.xlsx │ ├── Supplementary Figure 5.xlsx │ ├── Supplementary figure 1.xlsx │ └── labels_abbreviations.csv ├── reproducibility ├── README.md ├── cardio-learning-labels.pkl ├── chapman │ ├── chapman_test.csv │ ├── chapman_train0.csv │ ├── chapman_train1.csv │ ├── chapman_train2.csv │ ├── chapman_train3.csv │ ├── chapman_val0.csv │ ├── chapman_val1.csv │ ├── chapman_val2.csv │ └── chapman_val3.csv ├── cpsc │ ├── cpsc_test.csv │ ├── cpsc_train_0.csv │ ├── cpsc_train_1.csv │ ├── cpsc_train_2.csv │ ├── cpsc_train_3.csv │ ├── cpsc_val_0.csv │ ├── cpsc_val_1.csv │ ├── cpsc_val_2.csv │ └── cpsc_val_3.csv ├── cpscExtra │ ├── cpsc_extra_test_0.csv │ ├── cpsc_extra_test_1.csv │ ├── cpsc_extra_test_2.csv │ ├── cpsc_extra_test_3.csv │ ├── cpsc_extra_train_0.csv │ ├── cpsc_extra_train_1.csv │ ├── cpsc_extra_train_2.csv │ └── cpsc_extra_train_3.csv ├── georgia │ ├── georgia_test.csv │ ├── georgia_train0.csv │ ├── georgia_train1.csv │ ├── georgia_train2.csv │ ├── georgia_train3.csv │ ├── georgia_val0.csv │ ├── georgia_val1.csv │ ├── georgia_val2.csv │ └── georgia_val3.csv ├── hefei │ ├── hefei_test.csv │ ├── hefei_train0.csv │ ├── hefei_train1.csv │ ├── hefei_train2.csv │ ├── hefei_train3.csv │ ├── hefei_val0.csv │ ├── hefei_val1.csv │ ├── hefei_val2.csv │ └── hefei_val3.csv ├── ningbo │ ├── ningbo_test.csv │ ├── ningbo_train0.csv │ ├── ningbo_train1.csv │ ├── ningbo_train2.csv │ ├── ningbo_train3.csv │ ├── ningbo_val0.csv │ ├── ningbo_val1.csv │ ├── ningbo_val2.csv │ └── ningbo_val3.csv ├── ptb │ ├── ptb_test_0.csv │ ├── ptb_test_1.csv │ ├── ptb_test_2.csv │ ├── ptb_test_3.csv │ ├── ptb_train_0.csv │ ├── ptb_train_1.csv │ ├── ptb_train_2.csv │ └── ptb_train_3.csv ├── ptbxl │ ├── ptbxl_all_test.csv │ ├── ptbxl_all_train.csv │ ├── ptbxl_all_val.csv │ ├── ptbxl_diag_subclass_test.csv │ ├── ptbxl_diag_subclass_train.csv │ ├── ptbxl_diag_subclass_val.csv │ ├── ptbxl_diag_superclass_test.csv │ ├── ptbxl_diag_superclass_train.csv │ ├── ptbxl_diag_superclass_val.csv │ ├── ptbxl_diag_test.csv │ ├── ptbxl_diag_train.csv │ ├── ptbxl_diag_val.csv │ ├── ptbxl_form_test.csv │ ├── ptbxl_form_train.csv │ ├── ptbxl_form_val.csv │ ├── ptbxl_rhythm_test.csv │ ├── ptbxl_rhythm_train.csv │ └── ptbxl_rhythm_val.csv ├── samitrop │ ├── samitrop_test0.csv │ ├── samitrop_test1.csv │ ├── samitrop_test2.csv │ ├── samitrop_test3.csv │ ├── samitrop_train0.csv │ ├── samitrop_train1.csv │ ├── samitrop_train2.csv │ └── samitrop_train3.csv └── sph │ ├── sph_test.csv │ ├── sph_train.csv │ └── sph_val.csv └── requirements.txt /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Edoar-do/HuBERT-ECG/HEAD/LICENSE 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