Sold by: John Snow Labs
Deployed on AWS
This data package contains the medical device names and associated information developed by the Center for Devices and Radiological Health (CDRH), the complete list of recalls that were issued from 2015 to 2017, and descriptions of radiation-emitting products that have been recalled under an approved corrective action.
Overview
Overview
This data package contains the lists of medical device names and associated information developed by the Center for Devices and Radiological Health (CDRH) in support of its mission, FDA medical devices recalls from 2015 to 2017 and electronic products for which manufacturers are required to perform corrective actions when a radiation safety problem exists that was caused by the design, manufacturing, or assembly of the product.
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 on AWS. The subscription will allow you to use all John Snow Labs datasets and data packages for commercial purposes.
Metadata
| Description | Value |
|---|---|
| Data Package Complexity | Simple |
| Available Enrichments | N/A |
| Keywords | Radiation-Emitting Recalls, FDA Recalls, Medical Devices Classification, Device Classification Panels, Product Code |
| Other Titles | FDA Medical Devices Recalls, FDA Medical Devices Classification and Corrective Actions |
Included Datasets
- Medical Devices Classification
The Medical Devices classification Database dataset contains medical device names and associated information developed by the Center for Devices and Radiological Health (CDRH) in support of its mission.
- Medical Devices Recalls
The Food and Drug Administration Medical Devices Recalls dataset contains a complete list of recalls that were issued since 2015.
- Radiation-Emitting Electronic Products Corrective Actions
Radiation-Emitting Electronic Products Corrective Actions provides descriptions of radiation-emitting products that have been recalled under an approved corrective action plan to remove defective and noncompliant products from the market.
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 .
About Us
John Snow Labs , an AI and NLP for healthcare company, provides state-of-the-art software, models, and data to help healthcare and life science organizations build, deploy, and operate AI projects.
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No refunds offered. For any questions email us at info@johnsnowlabs.com
Legal
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Delivery details
AWS Data Exchange (ADX)
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Additional details
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Medical Devices Classification | All historical revisions | All future revisions | Not included | |||
Medical Devices Recalls | All historical revisions | All future revisions | Not included | |||
Radiation-Emitting Electronic Products Corrective Actions | All historical revisions | All future revisions | Not included |
Resources
Vendor resources
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