Manufacturer And User Facility Device Experience

**Overview**
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.

**Description**
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. Its 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.

**Benefits**
- Access to weekly updated fda manufacturer and user facility device experience (maude) data.
- access to medical device reporting (mdr) data during the years 1984 through 1996.
- access to the medical product safety network (medsun) data that involves the reporting of problems with medical products from a network of approximately 300 hospitals, nursing homes and home health facilities around the united states.

**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**
- [MAUDE with Patient Involvement](https://www.johnsnowlabs.com/marketplace/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.
- [Manufacturer And User Facility Device Experience Database](https://www.johnsnowlabs.com/marketplace/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.
- [Medical Device Reporting](https://www.johnsnowlabs.com/marketplace/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](https://www.johnsnowlabs.com/marketplace/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.

**Need Help?**
If you have questions about our products, contact us at [[e-mail]](mailto:[e-mail]).