Research Datasets: Biomedical, Regulatory, and Market Evidence

Adverse-event reports, recall notices, and post-market public discussion.

• FDA Adverse Event Reporting System (FAERS) Available

  11M

  Individual adverse-event cases submitted to the FDA, indexed by receipt date.

• FDA Adverse Event Reporting System (FAERS) Available

  11M

  Canonical FAERS cases with embedded drug and reaction details.

• FDA device adverse event reports (MAUDE) Available

  25M

  Medical-device adverse-event reports, including death, injury, and malfunction events.

• FDA recall notices Available

  58K

  Recall events with reason, classification, initiation date, and distribution.

• Public patient and clinician discussion Available

  4.3M

  Public patient and clinician discussion for qualitative safety-signal analysis.

Device clearances, approvals, classifications, and market registrations.

• FDA 510(k) clearance summaries Available

  170K

  510(k) clearance decisions and predicate-device relationships.

• FDA De Novo decisions Available

  2.6K

  De Novo classification decisions for novel device types.

• FDA premarket approvals Available

  56K

  Premarket approval decisions and supplemental applications.

• Global device identification registry (GUDID) Available

  5M

  US device-identification records, one record per catalogue number.

• FDA device classification codes Available

  4.7K

  Product codes with regulatory class and governing regulation.

• EU device registry (EUDAMED) Available

  3.1M

  European Union medical-device registration records.

• Health Canada device licences Available

  300K

  Licensed medical devices in the Health Canada registry.

• Global device authorizations Available

  300K

  Medical-device authorizations outside the United States and European Union.

• Southeast Asian device registrations Available

  1.8M

  Product registrations from Southeast Asian medical-device regulators.

Registered clinical trials and indexed biomedical literature.

• ClinicalTrials.gov registry Available

  580K

  Registered studies with recruitment status, phase, sponsor, and study locations.

• PubMed bibliographic records Available

  28M

  Bibliographic records with abstracts and Medical Subject Headings.

Drug labels, product codes, molecular structures, mechanisms, and targets.

• FDA drug labels Available

  260K

  Structured prescribing information, including indications, warnings, and dosage.

• National Drug Code directory Available

  130K

  Drug products identified by National Drug Code.

• ChEMBL molecule dictionary Available

  2.8M

  Molecular entities and compound identifiers.

• ChEMBL drug mechanisms Available

  7.5K

  Drug–target mechanisms of action.

• ChEMBL biological targets Available

  17K

  Biological targets represented in ChEMBL activity data.

Provider directories, procedure utilization, payments, awards, and procurement records.

• US provider directory (NPPES) Available

  9.7M

  US individual and organizational healthcare providers registered in NPPES.

• Healthcare provider directory Available

  6.6M

  Provider organizations with hospital and health-system affiliations.

• NHS organisation directory Available

  210K

  National Health Service organizations and organizational identifiers.

• CMS payment rates Available

  32K

  Medicare payment rates by procedure code and effective period.

• CMS provider procedure utilization Available

  10M

  Medicare procedure volumes and payments by provider and reporting period.

• CMS Open Payments records Available

  60M

  Industry transfers of value to US clinicians and teaching hospitals.

• Federal contract awards Available

  140K

  US federal contract awards with agencies, recipients, values, and action dates.

• Public procurement notices Available

  22M

  Public tender notices and contract awards.

• Legal entity identifiers (GLEIF) Available

  10M

  Legal Entity Identifiers, registration data, and corporate parent relationships.

• Southeast Asian registered establishments Available

  130K

  Registered healthcare establishments and importers in Southeast Asia.

Statutes, regulations, regulatory guidance, and accredited training programs.

• Codified FDA regulations Available

  8.3K

  FDA regulations organized by title, part, and section.

• FDA guidance documents Available

  2.7K

  Guidance documents with issue dates and publication status.

• EU Medical Device Regulation Available

  230

  Regulation (EU) 2017/745 organized by article.

• EU In Vitro Diagnostic Regulation Available

  220

  Regulation (EU) 2017/746 organized by article.

• Federal Food, Drug, and Cosmetic Act Available

  270

  Federal Food, Drug, and Cosmetic Act organized by section.

• Accredited clinical training programmes Available

  14K

  Accredited clinical training programs and sponsoring institutions.

Patent records, population health indicators, disease-burden estimates, and controlled vocabularies.

• US patent grants Available

  9M

  US patent grants and pre-grant applications with full text.

• WHO health indicators Available

  23K

  Population health measures by indicator, country, and year.

• Global Burden of Disease estimates Not loaded

  Not loaded

  Disease-burden estimates by cause, location, age, sex, and year.

• World Bank development indicators Available

  70K

  Development measures by indicator, country, and year.

• Medical Subject Headings (MeSH) Available

  350K

  Controlled descriptors and hierarchy used to index PubMed records.

• ICD-10 classification codes Available

  74K

  Diagnosis and procedure classification codes.

• RxNorm drug concepts Available

  2.4M

  Normalized drug concepts, names, and relationships.