Microlife Upper Arm Automatic Digital Blood Pressure Monitor
Applicant
Microlife Intellectual Property GmbH
Product Code
DXN · Cardiovascular
Decision Date
Apr 8, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.1130
Device Class
Class 2
Attributes
Pediatric
Indications for Use
The Microlife Upper Arm Automatic Digital Blood Pressure Monitor,Model WatchBP O3 (BP3SZ1-1) is a non-invasive 24 hour ambulatory blood pressure monitor (ABPM) using oscillometric technique and an upper-arm blood pressure cuff to measure systolic and diastolic blood pressures, pulse rate, mean arterial pressure (MAP) for or use in adults and pediatrics (but not neonates) with arm cuff circumference sizes ranging from 14 -52 cm. The device can accurately measure in pregnant patients including those with known or suspected preeclampsia. The device provides aortic blood pressure parameters, includes central systolic blood pressure (cSBP), central pulse pressure (cPP) and central diastolic blood pressure (cDBP), non-invasively through the use of a brachial cuff. The device detects the appearance of atrial fibrillation during measurement and gives a warning signal together with the measured blood pressure value if atrial fibrillation is detected. The memory data can be transferred to the PC (personal computer) running the WatchBP Analyzer software by connecting the monitor via USB cable or Bluetooth. The device is intended to be used by healthcare professionals and patient's environments.
Device Story
Device is a 24-hour ambulatory blood pressure monitor (ABPM) using oscillometric technique; utilizes inflatable upper-arm cuff and resistive pressure sensor to convert cuff pressure changes into electrical signals. Calculates systolic/diastolic BP, pulse rate, MAP, and central BP parameters (cSBP, cPP, cDBP). Detects atrial fibrillation during measurement, displaying warning symbol on LCD. Used by healthcare professionals and patients in clinical and home environments; device is programmable for fixed-interval measurements. Data transferred via USB or Bluetooth to PC running WatchBP Analyzer software. Benefits include automated, out-of-office BP monitoring, enabling longitudinal assessment of hypertension and preeclampsia management.
Clinical Evidence
Clinical validation performed per ISO 81060-2:2018 for general population and ambulatory monitoring. Device leverages clinical validation data from predicate K200297 for brachial BP measurement in pregnant patients (including preeclampsia) and pediatrics, AFib detection, and central BP measurement. No new clinical testing required for these specific functions.
Technological Characteristics
Non-invasive oscillometric sphygmomanometer. Components: inflatable cuff, pump, electronic linear valve, resistive pressure sensor. Power: 4x AAA batteries. Connectivity: USB, Bluetooth. Software: WatchBP Analyzer (PC-based). Standards: IEC 60601-1, IEC 60601-1-2, ISO 14971, ISO 10993-1/5/10, IEC 80601-2-30, IEC 60601-1-11, ISO 81060-2.
Indications for Use
Indicated for non-invasive 24-hour ambulatory blood pressure monitoring (ABPM) in adults and pediatrics (excluding neonates) with arm circumferences 14-52 cm. Includes measurement of systolic/diastolic BP, pulse rate, MAP, and aortic BP parameters (cSBP, cPP, cDBP). Indicated for use in pregnant patients, including those with known or suspected preeclampsia. Detects atrial fibrillation.
Regulatory Classification
Identification
A noninvasive blood pressure measurement system is a device that provides a signal from which systolic, diastolic, mean, or any combination of the three pressures can be derived through the use of tranducers placed on the surface of the body.
Predicate Devices
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP Office (BP3SK1-3B) (K200297)
Reference Devices
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3MZ1-1) (K082881)
Submission Summary (Full Text)
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April 8, 2021
Microlife Intellectual Property GmbH % Vaibhav Rajal Official Correspondent for Microlife Intellectual Property, Gmbh mdi Consutants Inc. 55 Northem Blvd. Suite 200 Great Neck, New York 11021
Re: K202729
Trade/Device Name: Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP 03 (BP3SZ1-1) Regulation Number: 21 CFR 870.1130 Regulation Name: Noninvasive Blood Pressure Measurement System Regulatory Class: Class II Product Code: DXN Dated: March 9, 2021 Received: March 10, 2021
Dear Vaibhav Rajal:
We have reviewed your Section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976. the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrb/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you. however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
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Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled. "Misbranding by reference to premarket notification" (21 CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE(@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
# Stephen C. Browning -S
LT Stephen Browning Assistant Director Division of Cardiac Electrophysiology, Diagnostics and Monitoring Devices Office of Cardiovascular Devices Office of Product Evaluation and Ouality Center for Devices and Radiological Health
Enclosure
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### DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration
### Indications for Use
### 510(k) Number (if known) K202729
### Device Name
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3SZ1-1)
Indications for Use (Describe)
The Microlife Upper Arm Automatic Digital Blood Pressure Monitor,Model WatchBP O3 (BP3SZ1-1) is a non-invasive 24 hour ambulatory blood pressure monitor (ABPM) using oscillometric technique and an upper-arm blood pressure cuff to measure systolic and diastolic blood pressures, pulse rate, mean arterial pressure (MAP) for or use in adults and pediatrics (but not neonates) with arm cuff circumference sizes ranging from 14 -52 cm.
The device can accurately measure in pregnant patients including those with known or suspected preeclampsia.
The device provides aortic blood pressure parameters, includes central systolic blood pressure (cSBP), central pulse pressure (cPP) and central diastolic blood pressure (cDBP), non-invasively through the use of a brachial cuff.
The device detects the appearance of atrial fibrillation during measurement and gives a warning signal together with the measured blood pressure value if atrial fibrillation is detected.
The memory data can be transferred to the PC (personal computer) running the WatchBP Analyzer software by connecting the monitor via USB cable or Bluetooth.
The device is intended to be used by healthcare professionals and patient's environments.
Type of Use (Select one or both, as applicable)
| <b> ☑ </b> Prescription Use (Part 21 CFR 801 Subpart D) |
|------------------------------------------------------------------|
| ☐ Over-The-Counter Use (21 CFR 801 Subpart C) |
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VOL 4, 001
# 510(k) SUMMARY
The assigned 510(k) number is:________________________________________________________________________________________________________________________________________________
#### 1. Submitter's Identification:
Microlife Intellectual Property GmbH, Switzerland Espenstrasse 139 9443 Widnau / Switzerland
# Date Summary Prepared: September 15, 2020
Contact: Mr. Gerhard Frick Vice President of Technical and Service Microlife Intellectual Property GmbH, Switzerland Tel: +41 79 216 0070 E-Mail: gerhard.frick@microlife.ch
#### 2. Name of the Device:
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3SZ1-1)
Regulation Number: 21 CFR Part 870.1130 Regulation Name: Non-Invasive Blood Pressure Measurement System Regulatory Class: II Product Code: DXN
#### 3. Information for the 510(k) Cleared Device (Predicate Device):
## Primary Predicate:
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP Office (BP3SK1-3B), K200297, Microlife Intellectual Property GmbH.
# Reference Predicate:
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3MZ1-1), K082881, Microlife Intellectual Property GmbH.
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#### Device Description: 4.
Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3SZ1-1) is designed to measure systolic and diastolic blood pressure, pulse rate, and mean arterial pressure (MAP) of the adults and pediatrics (but not neonates) populations with arm circumference sizes ranging from 14 -52 cm by using a noninvasive technique in which one inflatable cuff is wrapped around the single upper arm. Our method to define systolic and diastolic pressure is similar to the auscultatory method but use a resistive pressure sensor rather than a stethoscope and mercury manometer. The sensor convert tiny alterations in cuff pressure to electrical signals, by analyzing those signals to define the systolic and diastolic blood pressure and calculating pulse rate, mean arterial pressure (MAP), central systolic blood pressure (cSBP), central pulse pressure (cPP) and central diastolic pressure (cDBP) which is a well - known technique in the market called the "oscillometric method".
The device is a 24 hour ambulatory blood pressure monitor (ABPM) .It's selected for fully programmable 24-hour patient out-of-office blood pressure measurement, the device automatically takes measurements at fixed intervals programmed by the physician.
The device can accurately measure blood pressure in pregnant patients including those with known or suspected pre-eclampsia.
The device detects the appearance of atrial fibrillation during measurement and the atrial fibrillation symbol "is displayed on the LCD screen if any atrial fibrillation signal has been detected.
In addition, the memory data can be transferred to the PC (personal computer) running the WatchBP Analyzer software by connecting the monitor via USB cable or Bluetooth.
The device is intended to be used by healthcare professionals and patients in clinical and patient's environments.
#### Indications for Use: 5.
The Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP 03 (BP3SZ1-1) is a non-invasive 24 hour ambulatory blood pressure monitor (ABPM) using oscillometric technique and an upper-arm blood pressure cuff to measure systolic and diastolic blood pressures, pulse rate, mean arterial pressure (MAP) for or use in adults and pediatrics (but not neonates) with arm cuff circumference sizes ranging from 14 -52 cm.
The device can accurately measure blood pressure in pregnant patients including those with known or suspected pre-eclampsia.
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The device provides aortic blood pressure parameters, includes central systolic blood pressure (cSBP), central pulse pressure (cPP) and central diastolic blood pressure (cDBP), non-invasively through the use of a brachial cuff.
The device detects the appearance of atrial fibrillation during measurement and gives a warning signal together with the measured blood pressure value if atrial fibrillation is detected.
The memory data can be transferred to the PC (personal computer) running the WatchBP Analyzer software by connecting the monitor via USB cable or Bluetooth.
The device is intended to be used by healthcare professionals and patients in clinical and patient's environments.
#### ર. Comparison to the 510(k) Cleared Device (Predicate Device):
# Subject (Modified) Device Compared to Primary Predicate WatchBP Office (BP3SK1-3B) (K200297):
Based on information from the Comparison Chart (VOL 5, 001): The subject device WatchBP O3 (BP3SZ1-1) uses the same deflationary oscillometric method as the predicate device WatchBP Office (BP3SK1-3B) with the same software algorithm to determine the systolic and diastolic blood pressure, pulse rate, mean arterial pressure (MAP),central systolic blood pressure (cSBP) and central diastolic pressure (cDBP), central pulse pressure (cPP) and Atrial Fibrillation Detection. Upper arm cuff is inflated automatically by pump, the deflation rate is controlled by electronic linear valve and the deflation pressures are transferred via tubing to a sensor in these two units. They are both intended for use in pregnant patients including those with known or suspected pre-eclampsia, adults and pediatrics (but not neonates) with arm cuff circumference sizes ranging from 14 -52 cm.
The differences between the devices are:
## 1) Indications for Use
The only difference is that the subject device is a 24 hour ambulatory blood pressure monitor (ABPM). It's selected for fully programmable 24-hour patient outof-office blood pressure measurement, the device automatically takes measurements at fixed intervals programmed by the healthcare providers. The ABPM function is similar with what is used in the reference predicate device WatchBP 03 (BP3MZ1-1), with 510(k) cleared number K082881.Although the description of the intended use environment is also different, it is based on the ABPM function, the subject device is intended to be used by healthcare professionals and patients in clinical and patient's environments which means the patient is given the device to take home (or any other places where the patient may
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appear) with them for 24 hours ABPM functionality, and the intended use environment is identical with the reference predicate device WatchBP O3 (BP3MZ1-1), thus the change does not affect the safety or effectiveness of the subject device according to the safety and essential performance testing. And the clinical validation reports of the subject device following ISO 81060-2: 2018 for use in general population across a wide range of arm sizes (VOL 10, 002) and intended for ambulatory blood pressure monitoring (VOL 10, 003) demonstrates the accuracy of the blood pressure measurement and for use on ambulatory monitoring. Therefore the changes do not affect the safety or effectiveness of the subject device.
## 2) Firmware: U/I related
Due to the difference of the U/I design purpose, the subject device is a non-invasive 24 hour ambulatory blood pressure monitor (ABPM) without different measurement mode while the predicate device has two measurement modes (MANUAL Mode, AUTO Mode), the subject device can be programmed for taking 24 hours ambulatory measurement with selectable intervals while the predicate device allows only 1-6 consecutive measurements, the subject device has the Medication Record Function while the predicate device has not the function. And, with the different U/I design purpose, the subject device has 330 memories including measurements, medication records, errors and start/ stop events while the predicate device has memories of 1-6 measurements.
All these U/I relative changes do not cause any new or significantly modified risks according to the Risk Management File and it does not affect the clinical performance of the subject device. Therefore, the change does not affect the safety or effectiveness of the subject device according to the safety and essential performance testing.
## 3) Power Source
The subject device is powered by four dry batteries (size AAA, 1.5V) while the predicate device is powered by a rechargeable battery pack (4.8V, 2400mAh), they only differ in the battery type. Therefore, the change will not affect the accuracy and efficacy of the use. And the change does not affect the safety or effectiveness of the subject device according to the safety and essential performance testing.
## 4) Accessories
The only difference is that the subject device has an extra carrying pouch used for helping the patient to carry the device for ambulatory blood pressure measurement. The difference in the accessories will not affect the accuracy and efficacy of the use nor the safety or effectiveness of the subject device.
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Based upon the aforementioned information, the two devices are substantially equivalent.
# Subject (Modified) Device Compared to Reference Predicate WatchBP 03 (BP3MZ1-1) (K082881):
Based on information from the Comparison Chart (VOL 5, 001): The subject WatchBP 03 (BP3SZ1-1) uses the same oscillometric method as the predicate WatchBP 03 (BP3MZ1-1) with the same software algorithm to determine the systolic and diastolic blood pressure, pulse rate. Upper arm cuff is inflated automatically by pump, the deflation rate is controlled by factory set exhaust valve and the deflation pressures are transferred via tubing to a sensor in these two units. They are both the 24 hour ambulatory blood pressure monitor (ABPM) which is selected for fully programmable 24-hour patient out-of-office blood pressure measurement, the device automatically takes measurements at fixed intervals programmed by the healthcare providers. Therefore, the two devices are substantially equivalent regarding the ABPM function.
The differences between the subject modified device and the reference WatchBP O3 (BP3MZ1-1) (K082881) device are Indications for Use Statement, Microprocessor, Firmware: Algorithm related, Firmware: U/I related, Atrial Fibrillation Detection Function, Measuring Range, Blood Pressure Analyzer Software, Bluetooth Function, MAP Automatically Calculation Function, CBP&CPP (Central Blood Pressure& Central Pulse Pressure) Measurement Function, Validated in preeclampsia, Cuffs and Accessories, however, the aforementioned differences do not cause any new or significantly modified risks according to the Risk Management File and it does not affect the clinical performance of the subject device. Therefore, the changes does not affect the safety or effectiveness of the subject device according to the safety and essential performance testing.
Based upon the aforementioned information and the supporting documentation the two devices are substantially equivalent.
### 7. Discussion of Non-Clinical Tests Performed for Determination of Substantial Equivalence are as follows:
Testing information demonstrating safety and effectiveness of the Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP O3 (BP3SZ1-1) in the intended environment of use is supported by testing that was conducted in accordance with the FDA November 1993 Draft "Reviewer Guidance for Premarket Notification Submissions", DCRND, which outlines Electrical, Mechanical and Environmental Performance requirements.
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The following testing was conducted to prove safety and effectiveness as well as substantial equivalence to the predicate device:
The following National and International Standards were utilized for testing the subject device:
- IEC 60601-1 Medical electrical equipment Part 1: General requirements for 1) basic safety and essential performance AAMI / ANSI ES60601-1:2005/(R) 2012 And A1:2012, C1:2009/(R) 2012 And A2:2010/(R) 2012
- 2) IEC 60601-1-2:2014 Medical electrical equipment Part 1-2: General requirements for safety and essential performance - Collateral standard: Electromagnetic Disturbances - Requirements And Tests.
- 3) ISO 14971: 2007 Medical devices Application of risk management o medical devices.
- 4) AAMI/ANSI/ISO 10993-1:2009/(R)2013, Biological evaluation of medical devices - Part 1: Evaluation And Testing Within A Risk Management Process.
- 5) AAMI/ANSI/ISO 10993-5:2009/(R)2014, Biological evaluation of medical devices - Part 5: Tests for In Vitro Cytotoxicity.
- 6) AAMI / ANSI / ISO 10993-10:2010/(R)2014,, Biological evaluation of medical devices - Part 10: Tests for Irritation and Skin Sensitization
- 7) AAMI/ANSI/IEC 80601-2-30 Medical electrical equipment Part 2-30: Particular requirements for the basic safety and essential performance of automated non-invasive sphygmomanometers, 2013
- 8) IEC 60601-1-11:2015 Medical Electrical Equipment Part 1-11: General Requirements For Basic Safety And Essential Performance - Collateral Standard: Requirements For Medical Electrical Equipment And Medical Electrical Systems Used In The Home Healthcare Environment
- 9) ISO 81060-2 Third edition 2018-11 Non-invasive sphygmomanometers Part 2: Clinical investigation of intermittent automated measurement type
None of the testing demonstrated any design characteristics that violated the requirements of the Reviewer Guidance or resulted in any safety hazards. It was our conclusion that Microlife Upper Arm Automatic Digital Blood Pressure Monitor, Model WatchBP 03 (BP3SZ1-1) tested met all relevant requirements of the aforementioned tests.
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#### Discussion of Clinical Tests Performed: 8.
From a clinical validation standpoint, the subject device is identical to the 510(k) cleared predicate device, WatchBP Office (BP3SK1-3B), K200297, in brachial blood pressure measurement in pregnant patients including those with known or suspected pre-eclampsia and pediatrics (but not neonates),atrial fibrillation detection and central blood pressure measurement.
Regarding clinical validation concerning the compliance of ANSI/AAMI/IEC 81060-2, the subject blood pressure monitor Model WatchBP O3 (BP3SZ1-1) is, from a technical point of view, identical to the predicate blood pressure monitor Model WatchBP Office (BP3SK1-3B).
The subject device WatchBP O3 (BP3SZ1-1) and the predicate device WatchBP Office (BP3SK1-3B) both intended to measure systolic and diastolic blood pressures, pulse rate, mean arterial pressure (MAP) for use in adults and pediatrics (but not neonates) with arm cuff circumference sizes ranging from 14 -52 cm. And they can both accurately measure blood pressure in pregnant patients including those with known or suspected pre-eclampsia, detect the appearance of atrial fibrillation during measurement and provides central blood pressure measurement including central systolic blood pressure (cSBP), central pulse pressure (cPP) and central diastolic blood pressure (cDBP).
The differences between the two models are addressed in VOL 5, 001 Comparison Chart. According to the information from the comparison chart, the major difference between the two models is that the subject device is a 24 hour ambulatory blood pressure monitor (ABPM), the device automatically takes measurements at fixed intervals programmed by the healthcare providers. The clinical validation reports of the subject device following ISO 81060-2: 2018 for use in general population across a wide range of arm sizes (VOL 10, 002) and intended for ambulatory blood pressure monitoring (VOL 10, 003) demonstrates the accuracy of the blood pressure measurement and for use on ambulatory monitoring. The other differences listed in the comparison chart do not affect the accuracy and normal use of this device because they use the same fundamental scientific technology. Therefore the performance of the WatchBP O3 (BP3SZ1-1) in terms of brachial blood pressure measurement in pregnant patients including those with known or suspected preeclampsia and pediatrics (but not neonates),atrial fibrillation detection and central blood pressure measurement would be essential equivalent with performance of the predicate device WatchBP Office (BP3SK1-3B). There was no repeated clinical testing required for brachial blood pressure measurement in pregnant patients including those with known or suspected pre-eclampsia and pediatrics (but not neonates),atrial fibrillation detection and central blood pressure measurement to support WatchBP O3 (BP3SZ1-1) as the subject device can leverage the clinical validation of WatchBP Office (BP3SK1-3B) that was proven in K200297.Repeat clinical testing in accordance with the standard AAMI / ANSI/IEC81060-2 for the subject device WatchBP O3 (BP3SZ1-1) regarding brachial blood pressure
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measurement in pregnant patients including those with known or suspected preeclampsia and pediatrics (but not neonates),atrial fibrillation detection and central blood pressure measurement is therefore not warranted.
#### 9. Software information:
Software validation was conducted in accordance with a moderate level of concern designation in accordance with the FDA November 2005 document "Guidance for the Content of Premarket Submissions for Software Contained in Medical Devices". In addition, since our device requires the use of off-the-shelf software to operate the PC-link function, we adhered to the FDA September 2019 document "Guidance for Off-The-Shelf Software Use in Medical Devices".
#### 10. Conclusions:
Conclusions drawn from the non-clinical and clinical tests demonstrate that the subject device is as safe, effective, and performs as well as the predicate devices.
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Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.