Dataset · MLC-0403 · [SAMPLE]
Medical devices
1Description
US medical device regulatory records: 510(k) clearances with predicates and indications for use, device classifications and product codes, establishment registrations, recalls and adverse event reports. Records share product codes, K numbers and firm identifiers, so a device type can be followed from clearance to later recalls. Regulatory affairs teams use it for predicate searches, quality teams for post-market surveillance, and investors and ML teams for safety signal analysis.
Subsets
- FDA establishment registrations
- Device classifications
- Recalls
- Adverse events
- 510(k) summaries
2Schema
| Field | Type | Description | Example |
|---|---|---|---|
| record_type | string | 510(k), recall, registration, classification or adverse event | 510(k) premarket notification |
| k_number | string | 510(k) submission number | K250031 |
| recall_number | string | FDA recall (product) number | |
| recall_class | string | FDA recall classification: Class I, II or III | |
| device_name | string | Trade or device name | Amplatzer Guidewire |
| applicant | string | 510(k) holder | ABBOTT MEDICAL |
| applicant_country | string | Country code of the 510(k) holder | US |
| recalling_firm | string | Firm conducting the recall | |
| firm_country | string | Country of the recalling firm | |
| product_description | string | Recalled product as described by the firm | |
| date_received | date | Date FDA received the submission | 2025-01-07 |
| decision_date | date | Date of the FDA decision | 2025-10-03 |
| decision | string | Decision, e.g. substantially equivalent | Substantially Equivalent |
| clearance_type | string | Traditional, special or abbreviated 510(k) | Traditional |
| product_code | string | FDA three-letter product code | DQX |
| device_class | string | Regulatory class 1, 2 or 3 | 2 |
| regulation_number | string | Classification regulation in 21 CFR | 21 CFR 870.1330 |
| classification_name | string | Name of the device classification | Wire, Guide, Catheter |
| advisory_committee | string | FDA review panel | Cardiovascular |
| predicate_devices | array<string> | Predicates claimed in the 510(k) summary | ["Pre-Formed Guidewire, K151244"] |
| reference_devices | array<string> | Reference devices cited in the summary | ["Cardiovascular and Vascular Guidewires, K935170", "PTFE Guidewire... |
| indications_for_use | string | Cleared indications for use | The Amplatzer Guidewire is intended to facilitate the introduction... |
| device_description | string | Device description from the 510(k) summary | The Amplatzer Guidewire is 0.035-inch in diameter and made of a... |
| related_510k | array<string> | 510(k) numbers linked to the recalled product | |
| affected_models | array<object> | Recalled part numbers with UDI-DI | |
| affected_lot_count | integer | Number of lots listed in the recall | |
| reason_for_recall | string | Problem that triggered the recall | |
| root_cause | string | FDA root cause category | |
| firm_action | string | What the firm told customers to do | |
| product_quantity | string | Units affected | |
| distribution_pattern | string | Where the product was distributed | |
| recall_initiated | date | Date the firm started the recall | |
| posted_by_fda | date | Date FDA posted the recall | |
| recall_status | string | Open, completed or terminated | |
| summary_pdf_url | string | 510(k) decision letter and summary PDF | https://www.accessdata.fda.gov/cdrh_docs/pdf25/K250031.pdf |
| source_url | string | FDA database entry | https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?ID=K2... |
3Sample records
Sample record 1
| record_type | 510(k) premarket notification |
|---|---|
| k_number | K250031 |
| device_name | Amplatzer Guidewire |
| applicant | ABBOTT MEDICAL |
| applicant_country | US |
| date_received | 2025-01-07 |
| decision_date | 2025-10-03 |
| decision | Substantially Equivalent |
| clearance_type | Traditional |
| product_code | DQX |
| device_class | 2 |
| regulation_number | 21 CFR 870.1330 |
| classification_name | Wire, Guide, Catheter |
| advisory_committee | Cardiovascular |
| predicate_devices | Pre-Formed Guidewire, K151244 |
| reference_devices | Cardiovascular and Vascular Guidewires, K935170; PTFE Guidewire, K242824 |
| indications_for_use | The Amplatzer Guidewire is intended to facilitate the introduction and exchange of a delivery system or catheter within the vasculature and chambers of the heart. |
| device_description | The Amplatzer Guidewire is 0.035-inch in diameter and made of a stainless steel core and a full length stainless steel spring coil coated with low-friction polytetrafluoroethylene (PTFE). The stainless steel core extends to the distal tip of the guidewire for one model (9-GW-001). Two models (9-GW-002 and 9-GW-003) have a stainless steel core that does not extend to the distal end of the wire. These models have an additional ribbon wire that runs parallel to the stainless steel core and extends to the distal end of the guidewire. The stainless steel core for all three models is tapered at the ... |
| summary_pdf_url | https://www.accessdata.fda.gov/cdrh_docs/pdf25/K250031.pdf |
| source_url | https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?ID=K250031 |
{
"record_type": "510(k) premarket notification",
"k_number": "K250031",
"device_name": "Amplatzer Guidewire",
"applicant": "ABBOTT MEDICAL",
"applicant_country": "US",
"date_received": "2025-01-07",
"decision_date": "2025-10-03",
"decision": "Substantially Equivalent",
"clearance_type": "Traditional",
"product_code": "DQX",
"device_class": "2",
"regulation_number": "21 CFR 870.1330",
"classification_name": "Wire, Guide, Catheter",
"advisory_committee": "Cardiovascular",
"predicate_devices": [
"Pre-Formed Guidewire, K151244"
],
"reference_devices": [
"Cardiovascular and Vascular Guidewires, K935170",
"PTFE Guidewire, K242824"
],
"indications_for_use": "The Amplatzer Guidewire is intended to facilitate the introduction and exchange of a delivery system or catheter within the vasculature and chambers of the heart.",
"device_description": "The Amplatzer Guidewire is 0.035-inch in diameter and made of a stainless steel core and a full length stainless steel spring coil coated with low-friction polytetrafluoroethylene (PTFE). The stainless steel core extends to the distal tip of the guidewire for one model (9-GW-001). Two models (9-GW-002 and 9-GW-003) have a stainless steel core that does not extend to the distal end of the wire. These models have an additional ribbon wire that runs parallel to the stainless steel core and extends to the distal end of the guidewire. The stainless steel core for all three models is tapered at the ...",
"summary_pdf_url": "https://www.accessdata.fda.gov/cdrh_docs/pdf25/K250031.pdf",
"source_url": "https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?ID=K250031"
}
Sample record 2
| record_type | Device recall |
|---|---|
| recall_number | Z-0346-2025 |
| recall_class | Class II |
| recalling_firm | Cook Incorporated |
| firm_country | United States |
| product_description | Approach CTO Micro Wire Guide, Guide Wire, Catalog Prefix CMW |
| product_code | DQX |
| device_class | 2 |
| regulation_number | 21 CFR 870.1330 |
| classification_name | Wire, Guide, Catheter |
| related_510k | K171897 |
| affected_models[0].part_number | CMW-14-190-12G |
| affected_models[0].udi_di | 00827002507876 |
| affected_models[1].part_number | CMW-14-190-18G |
| affected_models[1].udi_di | 00827002507883 |
| affected_models[2].part_number | CMW-14-190-25G |
| affected_models[2].udi_di | 00827002507890 |
| affected_models[3].part_number | CMW-14-190-6G |
| affected_models[3].udi_di | 00827002507869 |
| affected_models[4].part_number | CMW-14-300-12G |
| affected_models[4].udi_di | 00827002507913 |
| affected_models[5].part_number | CMW-14-300-18G |
| affected_models[5].udi_di | 00827002507920 |
| affected_models[6].part_number | CMW-14-300-25G |
| affected_models[6].udi_di | 00827002507937 |
| affected_models[7].part_number | CMW-14-300-6G |
| affected_models[7].udi_di | 00827002507906 |
| affected_lot_count | 111 |
| reason_for_recall | Affected device lots have labels that state the incorrect expiration dates. |
| root_cause | Labeling Change Control |
| firm_action | On October 8, 2024, the firm notified affected consignees through Urgent Medical Device Recall letters. Customers were informed of the product issue and instructed to quarantine any affected product that remains unused. Product should be returned to Cook Medical. |
| product_quantity | 2,005 US; 1,145 OUS |
| distribution_pattern | Worldwide - US Nationwide distribution. |
| recall_initiated | 2024-10-08 |
| posted_by_fda | 2024-11-08 |
| recall_status | Open, Classified |
| source_url | https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=210545 |
{
"record_type": "Device recall",
"recall_number": "Z-0346-2025",
"recall_class": "Class II",
"recalling_firm": "Cook Incorporated",
"firm_country": "United States",
"product_description": "Approach CTO Micro Wire Guide, Guide Wire, Catalog Prefix CMW",
"product_code": "DQX",
"device_class": "2",
"regulation_number": "21 CFR 870.1330",
"classification_name": "Wire, Guide, Catheter",
"related_510k": [
"K171897"
],
"affected_models": [
{
"part_number": "CMW-14-190-12G",
"udi_di": "00827002507876"
},
{
"part_number": "CMW-14-190-18G",
"udi_di": "00827002507883"
},
{
"part_number": "CMW-14-190-25G",
"udi_di": "00827002507890"
},
{
"part_number": "CMW-14-190-6G",
"udi_di": "00827002507869"
},
{
"part_number": "CMW-14-300-12G",
"udi_di": "00827002507913"
},
{
"part_number": "CMW-14-300-18G",
"udi_di": "00827002507920"
},
{
"part_number": "CMW-14-300-25G",
"udi_di": "00827002507937"
},
{
"part_number": "CMW-14-300-6G",
"udi_di": "00827002507906"
}
],
"affected_lot_count": 111,
"reason_for_recall": "Affected device lots have labels that state the incorrect expiration dates.",
"root_cause": "Labeling Change Control",
"firm_action": "On October 8, 2024, the firm notified affected consignees through Urgent Medical Device Recall letters. Customers were informed of the product issue and instructed to quarantine any affected product that remains unused. Product should be returned to Cook Medical.",
"product_quantity": "2,005 US; 1,145 OUS",
"distribution_pattern": "Worldwide - US Nationwide distribution.",
"recall_initiated": "2024-10-08",
"posted_by_fda": "2024-11-08",
"recall_status": "Open, Classified",
"source_url": "https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfRES/res.cfm?id=210545"
}
4Uses
- Predicate device searches for 510(k) submissions
- Post-market surveillance and recall monitoring
- Competitive intelligence on device clearances
- Supplier and quality risk scoring
- Safety signal detection models
5Citation
@misc{mlchart_medical_devices_2026,
title = {Medical devices},
author = {MLchart},
publisher = {MLchart},
year = {2026},
version = {2026.10},
url = {https://mlchart.com/datasets/medical-devices/}
}
MLchart. (2026). Medical devices (Version 2026.10) [Data set]. https://mlchart.com/datasets/medical-devices/
6Access
The full Medical devices dataset (MLC-0403), records on request. Delivered as JSONL, CSV or Parquet under a commercial licence.