Humanitarian Device Exemptions
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**Overview**
This data package contains the lists of Humanitarian Device Exemptions delivred by the FDA (Food and Drug Administration). Humanitarian Use Device (HUD) is a device that is intended to benefit patients by treating or diagnosing a disease or condition that affects or is manifested in fewer than 4,000 individuals in the United States per year.
**Description**
This data package contains the access to Humanitarian Device Exemption provided by the FDA for Humanitarian Use Device (HUD).
Humanitarian Use Device (HUD) is a device that is intended to benefit patients by treating or diagnosing a disease or condition that affects or is manifested in fewer than 4,000 individuals in the United States per year. A device manufacturer`s research and development costs could exceed its market returns for diseases or conditions affecting small patient populations.
**Benefits**
- Full access to fda humanitarian device exemptions list_x000d_.
- access to fda cdrh humanitarian device exemptions_x000d_.
- access to humanitarian devices descriptions and indications.
**License Information**
The use of John Snow Labs datasets is free for personal and research purposes. For commercial use please subscribe to the [Data Library](https://www.johnsnowlabs.com/marketplace/) on John Snow Labs website. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.
**Included Datasets**
- [Center for Devices and Radiological Health Device Exemptions](https://www.johnsnowlabs.com/marketplace/center-for-devices-and-radiological-health-device-exemptions)
- The Center for Devices and Radiological Health (CDRH) Humanitarian Device Exemptions dataset includes the list of Humanitarian Device Exemptions delivered by the Food and Drug Administration (FDA). A Humanitarian Use Device (HUD) is a device that is intended to benefit patients by treating or diagnosing a disease or condition that affects or is manifested in fewer than 4,000 individuals in the United States per year.
- [Humanitarian Device Exemption](https://www.johnsnowlabs.com/marketplace/humanitarian-device-exemption)
- This dataset includes the list of Humanitarian Device Exemptions delivered by the Food and Drug Administration (FDA).
A Humanitarian Use Device (HUD) is a device that is intended to benefit patients by treating or diagnosing a disease or condition that affects or is manifested in fewer than 4,000 individuals in the United States per year.
A device manufacturer`s research and development costs could exceed its market returns for diseases or conditions affecting small patient populations.
**Data Engineering Overview**
**We deliver high-quality data**
- Each dataset goes through 3 levels of quality review
- 2 Manual reviews are done by domain experts
- Then, an automated set of 60+ validations enforces every datum matches metadata & defined constraints
- Data is normalized into one unified type system
- All dates, unites, codes, currencies look the same
- All null values are normalized to the same value
- All dataset and field names are SQL and Hive compliant
- Data and Metadata
- Data is available in both CSV and Apache Parquet format, optimized for high read performance on distributed Hadoop, Spark & MPP clusters
- Metadata is provided in the open Frictionless Data standard, and its every field is normalized & validated
- Data Updates
- Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted
**Our data is curated and enriched by domain experts**
Each dataset is manually curated by our team of doctors, pharmacists, public health & medical billing experts:
- Field names, descriptions, and normalized values are chosen by people who actually understand their meaning
- Healthcare & life science experts add categories, search keywords, descriptions and more to each dataset
- Both manual and automated data enrichment supported for clinical codes, providers, drugs, and geo-locations
- The data is always kept up to date – even when the source requires manual effort to get updates
- Support for data subscribers is provided directly by the domain experts who curated the data sets
- Every data source’s license is manually verified to allow for royalty-free commercial use and redistribution.
**Need Help?**
If you have questions about our products, contact us at [info@johnsnowlabs.com](mailto:info@johnsnowlabs.com).
提供机构:
John Snow Labs



