MEDTRONIC MODEL 5318 TEMPORARY PACEMAKER/IMPLANT TOOL
Applicant
Medtronic Vascular
Product Code
DTE · Cardiovascular
Decision Date
Jul 14, 1997
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.3600
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The Medtronic Model 5318 Temporary Pacemaker / Implant Tool is intended to be used in conjunction with a cardiac pacing lead system for temporary single chamber pacing in a clinical environment. The Model 5318 can be used where short-term demand (synchronous) or asynchronous pacing is indicated for therapeutic, prophylactic or diagnostic purposes. Specific indications for temporary cardiac pacing include, but are not limited to, the following: Sick sinus syndrome; Sinus bradycardia; Atrial and/or ventricular arrhythmias; Complete heart block; Cardiac arrest; Bradycardia with congestive heart failure; Support, management, and evaluation of a patient before implantable pacemaker implantation; Support during implantable pacemaker replacement; Cardiac complications during invasive or surgical procedures; Support following cardiac surgery; Acute myocardial infarction complicated by heart block. The Model 5318 is also intended to be used by or on the order of a physician to determine sensing and stimulation thresholds and measure lead impedance of implantable lead systems during implantable pacemaker implantation.
Device Story
Hand-held, battery-powered, microprocessor-based external single-chamber pacemaker; used in clinical environments by physicians or under physician order. Inputs: electrical signals from transvenous or myocardial pacing leads. Device performs pacing therapy (synchronous/demand or asynchronous) and diagnostic testing (sensing/stimulation thresholds, lead impedance). Outputs: electrical pacing pulses to the heart; visual data on LCD screens (rate, output, sensitivity, impedance, status). Features include manual dials for parameter adjustment, membrane keys for mode selection, emergency pacing, and self-test. Benefits: provides temporary hemodynamic support and facilitates accurate lead placement/evaluation during permanent pacemaker implantation. Healthcare providers use output to adjust pacing parameters and confirm lead integrity, directly informing clinical management of bradycardia and cardiac complications.
Clinical Evidence
Bench testing only. No clinical data. Testing included user interface verification, electrical performance (waveform integrity, sensitivity, impedance, pacing modes), environmental testing (EMC, defibrillation, electrocautery, ESD, thermal/mechanical shock), and software verification. Reliability assessed per MIL Standard 217.
Technological Characteristics
Hand-held, battery-operated, microprocessor-based device. Single-chamber pacing (atrial or ventricular). Connectivity: patient cables for lead connection. Features: LCD screens, membrane keys, dials for parameter control. Safety: defibrillation/ESD protection, runaway rate protection, self-test, emergency mode. Software: formal development process including requirements, hazard analysis, and verification testing.
Indications for Use
Indicated for patients requiring short-term, single-chamber, synchronous or asynchronous cardiac pacing for therapeutic, prophylactic, or diagnostic purposes, including sick sinus syndrome, sinus bradycardia, arrhythmias, heart block, cardiac arrest, and post-surgical support. Also indicated for use during permanent pacemaker implantation or replacement to determine sensing/stimulation thresholds and measure lead impedance. Contraindicated for atrial pacing in atrial fibrillation/flutter, AV conduction disorders, or asynchronous pacing in the presence of intrinsic cardiac rhythms.
Regulatory Classification
Identification
An external pacemaker pulse generator (EPPG) is a prescription device that has a power supply and electronic circuits that produce a periodic electrical pulse to stimulate the heart. This device, which is used outside the body, is used as a temporary substitute for the heart's intrinsic pacing system until a permanent pacemaker can be implanted, or to control irregular heartbeats in patients following cardiac surgery or a myocardial infarction. The device may have adjustments for impulse strength, duration, R-wave sensitivity, and other pacing variables.
Special Controls
*Classification.* Class II (special controls). The special controls for this device are:(1) Appropriate analysis/testing must validate electromagnetic compatibility (EMC) within a hospital environment.
(2) Electrical bench testing must demonstrate device safety during intended use. This must include testing with the specific power source (
*i.e.,* battery power, AC mains connections, or both).(3) Non-clinical performance testing data must demonstrate the performance characteristics of the device. Testing must include the following:
(i) Testing must demonstrate the accuracy of monitoring functions, alarms, measurement features, therapeutic features, and all adjustable or programmable parameters as identified in labeling;
(ii) Mechanical bench testing of material strength must demonstrate that the device and connection cables will withstand forces or conditions encountered during use;
(iii) Simulated use analysis/testing must demonstrate adequate user interface for adjustable parameters, performance of alarms, display screens, interface with external devices (
*e.g.* data storage, printing), and indicator(s) functionality under intended use conditions; and(iv) Methods and instructions for cleaning the pulse generator and connection cables must be validated.
(4) Appropriate software verification, validation, and hazard analysis must be performed.
(5) Labeling must include the following:
(i) The labeling must clearly state that these devices are intended for use in a hospital environment and under the supervision of a clinician trained in their use;
(ii) Connector terminals should be clearly, unambiguously marked on the outside of the EPPG device. The markings should identify positive (+) and negative (−) polarities. Dual chamber devices should clearly identify atrial and ventricular terminals;
(iii) The labeling must list all pacing modes available in the device;
(iv) Labeling must include a detailed description of any special capabilities (
*e.g.,* overdrive pacing or automatic mode switching); and(v) Appropriate electromagnetic compatibility information must be included.
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MEDTRONIC CONFIDENTIAL
# JUL | 4 1:97
#### 2. 510(k) SUMMARY
ು ಬಾರಿ ಮಾಡಿದ್ದಾರೆ. ಈ ದಿನದರಿಂದ ಮತ್ತು ಮಾಡಿದ್ದ ಮತ್ತು ಸರ್ವಾ
#### General Information A.
| Submitter's Name | Lorna J. Harmuth | |
|------------------|----------------------------|--|
| | Product Regulation Manager | |
| Company Name and Address | Medtronic, Inc.<br>7000 Central Avenue N.E.<br>Minneapolis, MN 55432 |
|--------------------------|----------------------------------------------------------------------|
|--------------------------|----------------------------------------------------------------------|
Submission Date
April 22, 1997
#### Device Name and Classification B.
| Device Generic Name | Pacing System Analyzer |
|----------------------------|---------------------------------------------------------------------------------------------|
| Device Trade Name | Medtronic Model 5318 Temporary<br>Pacemaker / Implant Tool |
| Classification Name/Number | Pacemaker Generator Function<br>Analyzer<br>21 CFR 870.3630, Class III<br>Product Code: DTC |
#### Predicate Devices C.
| Model Number | Document Control<br>Number | Approval Date |
|------------------------------|----------------------------|------------------|
| 5311B Pacing System Analyzer | K884331 | January 10, 1989 |
| | K910595 | May 7, 1991 |
#### Device Description D.
The Medtronic Model 5318 Temporary Pacemaker / Implant Tool is a hand-held, temporary, battery-powered, external, single chamber pacemaker designed for antibradycardia pacing therapy in asynchronous or synchronous (demand) pacing modes and to test the electrical performance of implanted lead systems. The Model 5318 Temporary Pacemaker / Implant Tool can be used with transvenous or myocardial lead systems in either a bipolar or unipolar lead configuration. In
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addition, the Model 5318 Temporary Pacemaker/ Implant Tool can be used to determine stimulation and sensing thresholds for temporary pacing. The device is connected to commercially available temporary or permanent pacing leads with patient cables.
14:40 12 11:20
The device incorporates the following features:
- Output Rate, Amplitude and Sensitivity control and display on base level . screen
- Lead impedance measurement and display capability .
- Adjustable Pulse Width from .06 2.0 ms (0.06-0.6 ms in 0.06 ms . increments; 0.6-2.0 in 0.1 ms increments)
- Ouput Range: 0.1 V 10.0 V .
- Base Rate: 30 to 200 ppm (30-50 ppm in 5 ppm increments; 50-100 ppm . in 2 ppm increments; 100-200 ppm in 5 ppm increments)
- . Sensitivity Range: 0.5 mV - 20 mV in synchronous pacing modes
- Pacing mode determined by manual adjustments to output amplitude and ● sensitivity parameter settings
- Battery polarity reversal capability .
- 10 second continuous operation at nominal values during battery . replacement
- Self-test capability .
- Pin-protected cables (no exposed pins) ●
- Pace and Sense indicators .
- On-Screen messages .
- Screen backlighting for adjustment in low-light level situations ●
- . Control lock function which prevents the dials from being changed inadvertently
- . Low battery indicator
- EMERGENCY key ●
- . Reversion circuitry
- . Pause capability
The Model 5318 Temporary Pacemaker / Implant Tool allows pacing parameter adjustments and pacing mode selections to be made with four dials and seven membrane keys located on the front side of the device. The dials are for RATE, OUTPUT, SENSITIVITY, and PULSE WIDTH. The seven membrane keys are: LOCK/UNLOCK, MEASURE, PULSE WIDTH, PAUSE, OFF, ON and EMERGENCY.
Device parameter setting information is provided to the user with two liquid crystal display (LCD) screens on the front of the device. The upper screen displays the parameters for basic pacing (rate, output and sensitivity) and device status. The lower screen displays: warnings and instructions to the user; pulse
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width setting; and impedance measurements. A light source aids visibility for the LCD display under low-light conditions. Bails on the case allow the device to be hung from an IV pole or strapped to the mounting position of choice.
#### Intended Use E.
The Medtronic Model 5318 Temporary Pacemaker / Implant Tool is intended to be used in conjunction with a cardiac pacing lead system for temporary single chamber pacing in a clinical environment. The Model 5318 can be used where short-term demand (synchronous) or asynchronous pacing is indicated for therapeutic, prophylactic or diagnostic purposes.
Specific indications for temporary cardiac pacing include, but are not limited to, the following:
- Sick sinus syndrome ●
- Sinus bradycardia ●
- Atrial and/or ventricular arrhythmias ●
and the comments of the comments of the comments of the
- Complete heart block ●
- Cardiac arrest ●
- Bradycardia with congestive heart failure .
- Support, management, and evaluation of a patient before implantable ● pacemaker implantation
- Support during implantable pacemaker replacement .
- Cardiac complications during invasive or surgical procedures ●
- Support following cardiac surgery .
- Acute myocardial infarction complicated by heart block ●
The Model 5318 is also intended to be used by or on the order of a physician to determine sensing and stimulation thresholds and measure lead impedance of implantable lead systems during implantable pacemaker implantation.
## Contraindications
There are no known contraindications to the use of temporary pacing as a means to control the heart rate. The patient's age and medical condition, however, may dictate the type of temporary pacemaker and lead system used by the physician.
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## Atrial Pacing
Atrial pacing is ineffective in the presence of atrial fibrillation or atrial flutter.
Single chamber atrial pacing is contraindicated in the presence of AV conduction disorders.
## Asynchronous Pacing
Asynchronous pacing is contraindicated in the presence of intrinsic cardiac rhythms.
#### Comparison of Required Technological F. Characteristics
The Model 5318 Temporary Pacemaker / Implant Tool is substantially equivalent in design, intended use, function and performance to the Model 5311B Pacing System Analyzer. The Medtronic Model 5311B A-V Pacing System Analyzer is a hand-held microprocessor based device designed to provide temporary external stimulation and to test the pacing lead system at the time of pacemaker implantation and during invasive pacemaker troubleshooting or evaluation. The devices are substantially equivalent in device design, function, materials and intended use. The comparison of required characteristics is provided below.
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MEDTRONIC CONFIDENTIAL
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| Characteristics | Medtronic 5318 Temporary<br>Pacemaker/Implant Tool | Medtronic 5311B Pacing System Analyzer |
|--------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| a. Product Labeling | Combined Technical and Operating<br>Manual | Separate Technical and Operator's Manuals -<br>Substantially equivalent indications,<br>contraindications, warnings, precautions,<br>adverse effects. See Attachment 3 for Model<br>5311B labeling. |
| b. Intended Use | Intended to be used in conjunction with a<br>cardiac pacing lead system for temporary<br>single chamber pacing in a clinical<br>environment. The 5318 can be used<br>where short-term synchronous or<br>asynchronous pacing is indicated for<br>therapeutic, prophylactic, or diagnostic<br>purposes. The Model 5318 is also used<br>to determine sensing and stimulation<br>thresholds and measure lead impedance<br>of implantable lead systems during<br>implantable pacemaker implantation. | Intended for use by a physician to measure<br>stimulation thresholds and test the IPG and<br>pacing lead system during permanent<br>pacemaker implantation or during invasive<br>pacemaker troubleshooting or diagnostic<br>procedures. The 5311B is designed to pace<br>the patient externally during pacing pacing<br>system test and implantation procedures. The<br>pacing and test functions are intended for<br>both single- and dual-chamber pacemaker<br>applications. |
| c. Physical<br>Characteristics | Hand held, battery operated,<br>microprocessor based device. | SAME |
| d. Anatomical Sites | Single chamber of the heart, either atrial<br>or ventricular. | Single or dual chambers of the heart, either<br>atrial or ventricular. |
| e. Target<br>Population | The 5318 can be used during permanent<br>pacemaker implantation for testing or<br>pacing in patients who require short-term,<br>single chamber, synchronous or<br>asynchronous pacing. | The 5311B can be used during permanent<br>pacemaker implantation for testing or pacing<br>in patients who require short-term, single or<br>dual chamber, synchronous or asynchronous<br>pacing. |
| f. Performance<br>Testing | Fully tested for user interface,<br>electrical,environmental and product<br>integrity requirements. | SAME |
| g. Safety<br>Characteristics | Two step operation required to turn off<br>device.<br>Low battery indicator.<br>Emergency Pacing available.<br>Reversible battery polarity.<br>Continuous pacing operation during<br>battery replacement.<br>Keyboard lock feature.<br>Pin-protected cable connections.<br>Self-test function and runaway rate<br>protection.<br>Protection from defibrillation shock and<br>electrostatic discharge.<br>Minimized susceptibility to<br>electromagnetic and magnetic<br>interference. | Low battery indicator. |
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#### Summary of Studies G.
Medtronic has thoroughly evaluated the Model 5318 Temporary Pacemaker / Implant Tool and/or test assemblies through in-vitro testing to assure suitability and reliability for its intended use. All testing conducted on the Model 5318 Temporary Pacemaker / Implant Tool demonstrated that all design and manufacturing process requirements were met, and that the new device raises no new questions of safety or efficacy.
and the model of the Research and the comments of
The following section provides a summary of the non-clinical testing performed on the Model 5318 Temporary Pacemaker / Implant Tool to ensure safety, reliability and performance according to Medtronic specifications. Electrical, mechanical, environmental and software testing and verification was all performed on the Model 5318 Temporary Pacemaker / Implant Tool.
## User Interface Requirements
The Model 5318 Temporary Pacemaker / Implant Tool devices were tested to verify that the device meets the user interface requirements including proper mechanical operation of the device, control dials and keys, function of the indicators and physical requirements of the device. The following user interfaces were examined to ensure conformance to specifications:
- . Dials
- . Liquid-Crystal-Display (LCD)
- . Membrane Keys
- Pace LED Indicator
- Sense LED Indicator .
- Backlight
- Battery Compartment
- Attachment Mechanisms ●
- Weight
- . Size
All of these tests showed that the device operated to Medtronic specification as shown by proper operation of all above characteristics under labeled usage conditions.
### Electrical Conformance
The Model 5318 Temporary Pacemaker / Implant Tool devices were tested to verify that the device meets the electrical requirements. This testing consisted of examination of the function of the device under conditions similar to those found in normal usage. The following electrical requirements were examined to ensure conformance to specifications:
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## MEDTRONIC CONFIDENTIAL
Barrell Bank Band Bank
- Base Rate .
- Rate Runaway Protection .
- Waveform Integrity ●
- Sensitivity ●
- . Pulse Width
- Impedance Measurement ●
- Output .
- Frequency Response .
- Refractory .
- . Blanking
- . Pacing Modes
- Pacing Mode Transition Rules .
- Emergency Mode .
- Direct Current (DC) Rejection .
- Alternating Current (AC) Rejection .
- Common Mode Rejection .
- Reversion .
- Battery Life .
- Performance Under Low Battery Conditions .
- Operation After Battery Removal .
- Power-On Self Test .
- Serial Link .
All of these tests showed that the device operated to Medtronic specification as shown by proper operation of all above characteristics under labeled usage conditions.
## Environmental Requirements
The Model 5318 Temporary Pacemaker / Implant Tool devices were tested to verify that the device meets the environmental requirements. The following environmental requirements were examined to ensure conformance to specifications:
- Electromagnetic Compatibility (EMC) .
- Defibrillation ●
- Electrocautery .
- Electrostatic Discharge (ESD) .
- Vibration .
- Thermal Shock .
- Mechanical Shock .
- Spill Resistance ●
- Operating Temperature ●
- Storage Temperature .
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41.1. 1. 2017
- Humidity Testing .
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- . Safety Testing
- Chemical Resistance ●
- Sterilization .
- Packaging and Handling .
All of these tests showed that the device operated to Medtronic specification as shown by proper operation of all above characteristics under labeled usage conditions.
## Predicted Reliability
A reliability assessment was performed according to MIL Standard 217 (Reliability Predictions of Electrical Equipment).
## Software Development and Testing
Software Development and testing was conducted in accordance with formal procedures for the development and testing of software. These procedures include development of a Software Requirements Specification, a Software Description, a System Hazard Analysis, and a Verification Test Specification and Verification Test Plan. The software was tested per the Verification Test Specification and Verification Test Plan. Errors, anomalies, or inconsistencies were noted in Engineering Report Forms (ERFs), and all corrections were made and verified. A final configuration audit was performed by Quality Assurance to ensure that all documents and code were properly coded and released.
#### H. Conclusion
The bench testing presented herein provides reasonable assurance that the Medtronic Model 5318 Temporary Pacemaker / Implant Tool will perform as intended when used in accordance with its labeling. Additionally, based on similarities in design, materials, intended use and in-vitro test data, the 5318 Temporary Pacemaker / Implant Tool is considered substantially equivalent to the 5311B AV Pacing System Analyzer.
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Image /page/8/Picture/1 description: The image is a black and white seal for the Department of Health & Human Services USA. The seal is circular with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. In the center of the seal is an abstract image of three human profiles facing right, stacked on top of each other, with a stylized wing extending from the top profile.
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
Ms. Lorna J. Harmuth Product Regulation Manager Medtronic, Inc. 7000 Central Avenue, N.E. … Minneapolis, Minnesota 55432-3576
JUL 1 4 1997
Re: K971474 Trade Name: Model 5318 Temporary Pacemaker/Implant Tool Regulatory Class: III Product Code: 74DTE Dated: April 22, 1997 Received: April 23, 1997
Dear Ms. Harmuth:
We have reviewed your Section 510(k) notification of intent to market the device referenced above and we have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to 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). You may, therefore, market the device, subject to the general controls provisions of the Act. 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.
If your device is classified (see above) into either class II (Special Controls) or class III (Premarket Approval), it may be subject to such additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 895. A substantially equivalent determination assumes compliance with the Current Good Manufacturing Practice requirement, as set forth in the Quality System Regulation (QS) for Medical Devices: General regulation (21 CFR Part 820) and that, through periodic QS inspections, the Food and Drug Administration (FDA) will verify such assumptions. Failure to comply with the GMF regulation may result in requlatory action. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal laws or regulations.
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Page 2 - Ms. Lorna J. Harmuth
This letter will allow you to begin marketing your device as described in your 510(k) premarket notification. The FDA finding of substantial equivalence of your device to a legally marketed predicate device results in a classification for your device and thus, permits your device to proceed to the market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (301) 594-4648. Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll-free number (800) 638-2041 or (301) 443-6597 or at its internet address "http://www.fda.gov/cdrh/dsmamain.html".
Sincerely yours,
Thomas J. Callahon
Thomas J. Callahan, Ph.D. Director Division of Cardiovascular, Respiratory, and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known): ___________________________________________________________________________________________________________________________________________________
・
| Device Name: | Model 5318 Temporary Pacemaker / Implant Tool |
|----------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Indications For Use: | The Medtronic Model 5318 Temporary Pacemaker / Implant Tool is intended to be used in conjunction with a cardiac pacing lead system for temporary single chamber pacing in a clinical environment. The Model 5318 can be used where short-term demand (synchronous) or asynchronous pacing is indicated for therapeutic, prophylactic or diagnostic purposes. |
| | Specific indications for temporary cardiac pacing include, but are not limited to, the following: |
| | <ul><li>Sick sinus syndrome</li><li>Sinus bradycardia</li><li>Atrial and/or ventricular arrhythmias</li><li>Complete heart block</li><li>Cardiac arrest</li><li>Bradycardia with congestive heart failure</li><li>Support, management, and evaluation of a patient before implantable pacemaker implantation</li><li>Support during implantable pacemaker replacement</li><li>Cardiac complications during invasive or surgical procedures</li><li>Support following cardiac surgery</li><li>Acute myocardial infarction complicated by heart block</li></ul> |
| | The Model 5318 is also intended to be used by or on the order of a physician to determine sensing and stimulation thresholds and measure lead impedance of implantable lead systems during implantable pacemaker implantation. |
| (PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUE ON ANOTHER PAGE IF NEEDED) | |
| | Concurrence of CDRH, Office of Device Evaluation (ODE) |
| Prescription Use | |
| (Per 21 CFR 801.109) | OR |
| | (Optional Format 1-2-96) |
| | Division Sign-Off)<br>Division of Cardiovascular, Respiratory, and Neurological Devices<br>510(k) Number: K971474 |
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Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
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.