datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
synthetic-medical-ehr-dataset
🏥 Synthetic Privacy-Preserving Medical EHR Dataset
Dataset Description
A fully synthetic collection of 10,000 Electronic Health Records (EHRs) for binary classification research. The task is predicting adverse patient outcomes — deterioration or death — from clinical, demographic, and vital sign features. No real patient data was used at any stage. Privacy-safe under GDPR, CCPA, and HIPAA.
Supported Tasks
tabular-classification: Predict adverse_outcome (0/1)… See the full description on the dataset page: https://huggingface.co/datasets/mdsajjadullah/synthetic-medical-ehr-dataset.SequentialLearnerv3ehrmonize
Citation
@misc{matos2024ehrmonizeframeworkmedicalconcept,
title={EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models},
author={João Matos and Jack Gallifant and Jian Pei and A. Ian Wong},
year={2024},
eprint={2407.00242},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2407.00242},
}
'''
PlSequentialLearnernndss-table-1k-ehrlichiosis-and-anaplasmosis-anapl
NNDSS - TABLE 1K. Ehrlichiosis and Anaplasmosis, Anaplasma phagocytophilum infection to Ehrlichia chaffeensis infection
Description
NNDSS - Table 1K. Ehrlichiosis and Anaplasmosis, Anaplasma phagocytophilum infection to Ehrlichia chaffeensis infection - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Note:
This table contains provisional cases of national notifiable diseases from… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1k-ehrlichiosis-and-anaplasmosis-anapl.ehr_nigeria_cancernndss-table-1l-ehrlichiosis-and-anaplasmosis-ehrli
NNDSS - TABLE 1L. Ehrlichiosis and Anaplasmosis, Ehrlichia ewingii infection to Giardiasis
Description
NNDSS - Table 1L. Ehrlichiosis and Anaplasmosis, Ehrlichia ewingii infection to Giardiasis - 2019. In this Table, provisional cases* of notifiable diseases are displayed for United States, U.S. territories, and Non-U.S. residents.
Note:
This table contains provisional cases of national notifiable diseases from the National Notifiable Diseases Surveillance System… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-1l-ehrlichiosis-and-anaplasmosis-ehrli.EHRSQL_DIRECT_PROMPTnndss-table-ii-ehrlichiosisanaplasmosis
NNDSS - Table II. Ehrlichiosis/Anaplasmosis
Description
NNDSS - Table II. Ehrlichiosis/Anaplasmosis - 2015.In this Table, provisional cases of selected notifiable diseases (≥1,000 cases reported during the preceding year), and selected low frequency diseases are displayed. The Table includes total number of cases reported in the United States, by region and by states, in accordance with the current method of displaying MMWR data. Data on United States exclude counts from… See the full description on the dataset page: https://huggingface.co/datasets/HHS-Official/nndss-table-ii-ehrlichiosisanaplasmosis.synthetic_ehr_full_10k