├── .env.example ├── .gitattributes ├── .gitignore ├── Dockerfile ├── ECGDataset.py ├── README.md ├── data ├── npy-data │ └── .gitignore └── xml-data │ └── .gitignore ├── predict.py ├── requirements.txt ├── requirements_docker.txt ├── results └── .gitignore ├── runall.sh ├── utils.py ├── utils_mimic_dataset ├── external_validation_statistics.py ├── extract-mimic-data │ ├── create_tables.py │ ├── extract_mimic.py │ ├── icd_codes.json │ └── scale_mimic_waveforms.py └── validation_utils.py └── weights └── .gitignore /.env.example: -------------------------------------------------------------------------------- 1 | HF_TOKEN= 2 | DATASET= 3 | BATCH_SIZE=128 4 | 5 | ECGFILES= -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/.gitignore -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/Dockerfile -------------------------------------------------------------------------------- /ECGDataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/ECGDataset.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/README.md -------------------------------------------------------------------------------- /data/npy-data/.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/xml-data/.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/predict.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/requirements.txt -------------------------------------------------------------------------------- /requirements_docker.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/requirements_docker.txt -------------------------------------------------------------------------------- /results/.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /runall.sh: -------------------------------------------------------------------------------- 1 | python predict.py --csv_data -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils.py -------------------------------------------------------------------------------- /utils_mimic_dataset/external_validation_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/external_validation_statistics.py -------------------------------------------------------------------------------- /utils_mimic_dataset/extract-mimic-data/create_tables.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/extract-mimic-data/create_tables.py -------------------------------------------------------------------------------- /utils_mimic_dataset/extract-mimic-data/extract_mimic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/extract-mimic-data/extract_mimic.py -------------------------------------------------------------------------------- /utils_mimic_dataset/extract-mimic-data/icd_codes.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/extract-mimic-data/icd_codes.json -------------------------------------------------------------------------------- /utils_mimic_dataset/extract-mimic-data/scale_mimic_waveforms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/extract-mimic-data/scale_mimic_waveforms.py -------------------------------------------------------------------------------- /utils_mimic_dataset/validation_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/HeartWise-AI/ecg-ai-af-mhi/HEAD/utils_mimic_dataset/validation_utils.py -------------------------------------------------------------------------------- /weights/.gitignore: -------------------------------------------------------------------------------- 1 | --------------------------------------------------------------------------------