Sold by: John Snow Labs
Deployed on AWS
This data package contains the FDA (Food and Drug Administration) X-Ray Assembler data including equipment locations, use codes and components.
Overview
Overview
This data package contains the information about components for each X-Ray assembler equipment, locations of X-Ray assembler equipment including name, full address and phone number and use codes.
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 | X-Ray Use Codes, X-Ray Assembler, X-Ray Components, X-Ray Locations, X-Ray Medical Device, X-Ray Forms |
| Other Titles | X-Ray Assembler Components, US X-Ray Assembler Data, FDA X-Ray Assembler Data, X-Ray Assembler Equipment Locations, X-Ray Assembler Codes |
Included Datasets
- X-Ray Assembler Components
X-Ray Assembler Components dataset contains the releasable information submitted on form Food and Drug Administration (FDA) 2579 Block 4(h) - under Component Information.
- X-Ray Assembler Equipment Locations
X-Ray Assembler Equipment Locations dataset contains the releasable information submitted on form Food and Drug Administration (FDA) 2579 Block 1 - Equipment Location.
- X-Ray Assembler Use Codes
X-Ray Assembler Use Codes dataset contains the releasable information submitted on form Food and Drug Administration (FDA) 2579 Block 3 - General Information.
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- Data updates support replace-on-update: outdated foreign keys are deprecated, not deleted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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It grants you access to the product under the Free model. There is no charge tied to this dimension. You do not commit to a term or a quantity to gain access. This single dimension covers your entitlement without separate fees for volume, users, or documents processed.
No. The software imposes no limit on the number of characters, words, or documents you process. You can also run it across multiple machines and use it with multiple users in parallel. Your access under this dimension does not cap volume, projects, or model training runs.
No. You install and run the software on your own infrastructure. The software does not send data or results back to the vendor. It runs without an internet connection after the initial install and model download, which suits high-compliance, locked-down environments handling sensitive content.
www.johnsnowlabs.com
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No refunds offered. For any questions email us at info@johnsnowlabs.com
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Delivery details
AWS Data Exchange (ADX)
AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.
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 |
|---|---|---|---|---|---|---|
X-Ray Assembler Components | All historical revisions | All future revisions | Not included | |||
X-Ray Assembler Equipment Locations | All historical revisions | All future revisions | Not included | |||
X-Ray Assembler Use Codes | All historical revisions | All future revisions | Not included |
Resources
Vendor resources
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