This data package contains the reports of adverse events involving medical devices actually, information on medical devices which may have malfunctioned or caused a death or serious injury during the years 1984 through 1996 and medical product safety network program data.
This data package contains the lists of manufacturer and user facility device experience database data which represents Reports of adverse Events involving medical Devices the datasets consist of voluntary Reports since June 1993, User facility Reports since 1991, Distributor Reports since 1993, and Manufacturer Reports since August 1996. It includes also the Center for Devices and Radiological Health CDRH's database information on medical devices which may have malfunctioned or caused a death or serious injury during the years 1984 through 1996 and the reporting of problems with medical products from medical product safety network.
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
MAUDE Devices, User Facility Devices, MAUDE Database, MAUDE Distributor Reports, MAUDE Device Recalls, Medical Device Deaths, Medical Product Safety, Adverse Event Reporting Program, MedSun, MD Reporting
Other Titles
FDA Medical Device Reporting, FDA Manufacturer And User Facility Device Experience Database, Medical Devices Adverse Events, Medical Devices Safety Network
Included Datasets
Manufacturer And User Facility Device Experience Database
MAUDE data represents Reports of adverse Events involving medical Devices the datasets consist of voluntary Reports since June 1993, User facility Reports since 1991, Distributor Reports since 1993, and Manufacturer Reports since August 1996.
MAUDE with Patient Involvement
MAUDE (Manufacturer and User Facility Device Experience) dataset represents reports of adverse events involving medical devices the data consist of voluntary Reports since June 1993, User facility Reports since 1991, Distributor Reports since 1993, and Manufacturer Reports since August 1996.
Medical Device Reporting
The Medical Device Reporting (MDR) dataset lists the Center for Devices and Radiological Health CDRH's database information on medical devices which may have malfunctioned or caused a death or serious injury during the years 1984 through 1996.
Medical Product Safety Network
The Medical Product Safety Network (MedSun) is an adverse event reporting program launched by the U.S. Food and Drug Administration’s Center for Devices and Radiological Health (CDRH).
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.
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.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
This listing uses a single pricing dimension called Product Access (Units). It grants you access to the product at no cost. There are no tiers, instance sizes, or usage-based add-ons to choose from. Pricing does not scale with volume or consumption. You subscribe once to gain access, and billing stays flat under the free model.
Top-of-mind questions for buyers
What does one unit of Product Access grant me?
One unit grants you access to the product for your subscription. It is not tied to a device, user seat, or usage volume. A single unit covers your access under the free model, with no additional counting or metering.
Will my cost change as my usage or number of users grows?
No. This listing uses a single free access dimension. Cost does not scale with usage, data volume, or the number of users. There are no tiers or thresholds that trigger a charge. Your billing stays flat regardless of how much you use the product.
Is anything billed separately from the free Product Access dimension?
The Product Access dimension itself carries no charge. Any AWS infrastructure you run the product on, such as compute or storage, is billed by AWS separately. For details on what runs inside your own environment, contact the vendor.
Tell us how we can improve this page, or report an issue with this product.
Give us feedbackReport a problem with this product or seller
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA).
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Cintoo enables secure cloud-based management and visualization of 3D scan data with patented TurboMesh technology and AI-powered collaboration for construction, manufacturing and energy.
The global OLED market is expanding rapidly driven by strong demand in consumer electronics automotive displays and premium panels. Market value is forecast to grow substantially through 2030 supported by investments in advanced technologies and production capacity. High manufacturing costs remain a restraint but innovation and regional adoption trends present significant growth opportunities.
Comprehensive solution which ensures adherence to regulatory requirements, facilitates proactive risk mitigation, and promotes efficient collaboration among stakeholders. With user-friendly interfaces and advanced Self-Service features, the REMS services optimize regulatory compliance and drug safety.
HCLTech MetaTwin is a metaverse collaboration and visualization application for XR devices and web which offers an immersive experience of the digital twin of our real-world industry. The application features advanced content visualization and integrates real-time data analytics to provide comprehensive insights. Additionally, it incorporates Generative AI (GenAI) to assist in various scenarios, enhancing user experience and operational efficiency.