K220933 · Qt Imaging, Inc. · IYO · Aug 31, 2022 · Radiology
Device Facts
Record ID
K220933
Device Name
QT Scanner 2000 Model A
Applicant
Qt Imaging, Inc.
Product Code
IYO · Radiology
Decision Date
Aug 31, 2022
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 892.1560
Device Class
Class 2
Attributes
AI/ML, Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K220933 · Aug 31, 2022
QT Scanner 2000 Model A
Qt Imaging, Inc.
Retrospective medical imaging records (QT Scanner and breast MRI)
A retrospective analysis was conducted to validate the device's new software feature for calculating fibroglandular tissue volume (FGV) and the ratio of FGV to total breast volume (TBV) by comparing results against breast MRI measurements.
Retrospective analysis; Breast imaging; Fibroglandular volume; MRI comparison
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
Retrospective analysis of FGV and FGV/TBV; Retrospective comparative analysis
Patients previously scanned on both QT Scanner and breast MRI; Sample Size: 53 breasts from 29 patients
Breast MRI
Correlation between FGV and FGV/TBV values determined by QT Scanner and breast MRI
Indications for Use
The QT Scanner 2000 Model A is for use as an ultrasonic imaging system to provide reflection-mode and transmission-mode images of a patient's breast. The QT Scanner 2000 Model A software also calculates the breast fibroglandular tissue volume (FGV) value and the ratio of FGV to total breast volume (TBV) value as determined from reflection-mode and transmission-mode ultrasound images of a patient's breast. The device is not intended to be used as a replacement for screening mammography. The QT Scanner 2000 Model A is indicated for use by trained healthcare professionals in environments where healthcare is provided to enable breast imaging in adult patients.
Device Story
Automated, software-controlled ultrasound imaging system; performs standardized whole-breast scan without ionizing radiation, compression, or contrast. Patient lies prone; breast suspended in warm water bath. Transducer arrays rotate and translate to acquire reflection-mode (B-scan) and transmission-mode (speed of sound) data. System generates tomographic images in coronal, axial, and sagittal planes. QTviewer software provides image analysis, including manual segmentation, ROI calculations, and automated calculation of fibroglandular tissue volume (FGV) and FGV/TBV ratio. Used by trained healthcare professionals in clinical settings. Output reviewed by radiologists to assist in breast tissue assessment. Benefits include non-invasive, radiation-free breast imaging and quantitative tissue analysis.
Clinical Evidence
Retrospective study of 53 breasts from 29 patients. Compared FGV and FGV/TBV values derived from QT Scanner images against values derived from breast MRI. Results demonstrated strong correlation between the two modalities.
Technological Characteristics
Automated ultrasound imaging system; reflection (B-mode) and transmission (speed of sound) modes. Transducer arrays rotate/translate in water bath. Complies with AAMI ES60601-1, IEC 60601-1-2, IEC 60601-2-37, IEC 62304, and NEMA UD 2. Software-based image processing for segmentation and volume calculation. DICOM output.
Indications for Use
Indicated for adult patients requiring breast imaging. Used by trained healthcare professionals in clinical environments. Not intended as a replacement for screening mammography.
Regulatory Classification
Identification
An ultrasonic pulsed echo imaging system is a device intended to project a pulsed sound beam into body tissue to determine the depth or location of the tissue interfaces and to measure the duration of an acoustic pulse from the transmitter to the tissue interface and back to the receiver. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
Special Controls
*Classification.* Class II (special controls). A biopsy needle guide kit intended for use with an ultrasonic pulsed echo imaging system only is exempt from the premarket notification procedures in subpart E of part 807 of this chapter subject to the limitations in § 892.9.
{0}------------------------------------------------
Image /page/0/Picture/0 description: The image shows the logo of the U.S. Food and Drug Administration (FDA). The logo consists of two parts: the Department of Health & Human Services logo on the left and the FDA logo on the right. The FDA logo features the letters "FDA" in a blue square, followed by the words "U.S. FOOD & DRUG ADMINISTRATION" in blue text.
QT Imaging, Inc. % Mr. John Klock CEO 3 Hamilton Landing, Suite 160 NOVATO CA 94949
August 31, 2022
Re: K220933
Trade/Device Name: OT Scanner 2000 Model A Regulation Number: 21 CFR 892.1560 Regulation Name: Ultrasonic pulsed echo imaging system Regulatory Class: Class II Product Code: IYO, ITX, QIH Dated: July 21, 2022 Received: July 22, 2022
Dear Mr. Klock:
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/cdrh/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.
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
{1}------------------------------------------------
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,
Julie Sullivan, Ph.D. Acting Director DHT8C: Division of Radiological Imaging and Radiation Therapy Devices OHT8: Office of Radiological Health Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
# Indications for Use
510(k) Number (if known)
K220933
Device Name QT Scanner 2000 Model A
#### Indications for Use (Describe)
The QT Scanner 2000 Model A is for use as an ultrasonic imaging system to provide reflection-mode and transmissionmode images of a patient's breast. The QT Scanner 2000 Model A software also calculates the breast fibroglandular tissue volume (FGV) value and the ratio of FGV to total breast volume (TBV) value as determined from reflection-mode and transmission-mode ultrasound images of a patient's breast. The device is not intended to be used as a replacement for screening mammography.
The QT Scanner 2000 Model A is indicated for use by trained healthcare professionals in environments where healthcare is provided to enable breast imaging in adult patients.
x | Prescription Use (Part 21 CFR 801 Subpart D)
| Over-The-Counter Use (21 CFR 801 Subpart C)
#### CONTINUE ON A SEPARATE PAGE IF NEEDED.
This section applies only to requirements of the Paperwork Reduction Act of 1995.
#### *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.*
The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to:
> Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff(@fda.hhs.gov
"An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number."
{3}------------------------------------------------
### 510(k) Notification K220933
## GENERAL INFORMATION [807.92(a)(1)]
#### Applicant:
QT Imaging, Inc. 3 Hamilton Landing Suite 160 Novato, CA 94949 Phone: 1-415-302-2048
### Contact Person:
John Klock Chief Executive Officer QT Imaging, Inc 3 Hamilton Landing Suite 160 Novato, CA 94949 USA Phone: 1-415-302-2048
## Date Prepared: July 21, 2022
## DEVICE INFORMATION [807.92(a)(2)]
#### Trade Name:
QT Scanner 2000 Model A
## Generic/Common Name:
Ultrasonic pulsed echo imaging system
#### Classification:
21 CFR§892.1560, Ultrasonic Pulsed Echo Imaging System, Class II 21 CFR§892.1570; Diagnostic Ultrasonic Transducer 21 CFR§892.2050; Medical Image Management and Processing System
## Product Code:
IYO, ITX, QIH
{4}------------------------------------------------
## PREDICATE DEVICES [807.92(a)(3)]
Primary predicate device: QT Ultrasound Breast Scanner-1 (K190646) Reference device: syngo.via MI Workflows (K211459)
## DEVICE DESCRIPTION [807.92(a)(4)]
The QT Scanner 2000 Model A ("QT Scanner") is an automated, software-controlled ultrasound imaging system which performs a standardized scan of the whole breast without the use of ionizing radiation, compression, or contrast injection; and generates both reflection-mode and transmission-mode breast images. The QT Scanner consists of a Patient Scanning System, an Operator Console, an optional offboard image processor, and the OTviewer software.
The Patient Scanning System contains the necessary electronics which perform acquisition and initial processing of the breast images and further provides a support table which allows the patient to rest comfortably while the scanning takes place. The scan tank is centered below a patient's breast and contains the ultrasound transducer arrays. The transducer arrays include a set of three reflection transducers that transmit pulsed ultrasound plane waves into targeted tissues using the water bath in the scan tank as a coupling medium. An additional transmitter and receiver array pair collect the ultrasound energy to provide speed of sound values.
During scanning, a patient lies prone on the examination table with the breast suspended in a warm water bath maintained near skin temperature. Images are automatically acquired on a pendant breast positioned with the nipple as a point of reference. The transducer arrays rotate about a vertical axis to circle the breast in the coronal plane. The array is then translated vertically, and the scanning process is repeated until the entire breast is scanned, allowing B-scan images to be constructively combined into tomographic, speed of sound and reflection ultrasound images.
The QT Scanner outputs the images to a server which allows the images to be stored until they are reviewed on a Viewer Console running the QTviewer™ software. Alternatively, raw data files can be output to a server and remotely constructively combined into tomographic, speed of sound and reflection ultrasound images. Coronal, axial and sagittal images are generated for review by the radiologist. The QTviewer software also provides a number of analytics capabilities, such as biometric measurement, manual segmentation, and Region of Interest calculations. The QTviewer software also provides the "Fibroglandular Volume" (FGV) which is display of calculated fibroglandular tissue volume within a breast, expressed in dimensions of volume, as well as a ratio of the volume of fibroglandular tissue within the breast volume to the total breast volume, from QT Scanner breast images.
The QTviewer software also provides the "Fibroglandular Volume" (FGV) which is display of calculated fibroglandular tissue volume within a breast, expressed in dimensions of volume, as well as a ratio of the volume of fibroglandular tissue within the breast volume to the total breast volume (TBV), provided as FGV/TBV. The process for calculating FGV and FGV/TBV is based on image segmentation methods. The first step is segmentation of the whole breast from the surrounding water. Attenuation images are used to identify the boundary of the breast assuming that attenuation anywhere outside the breast (within water) is essentially zero. From skin inward, every pixel is labelled as breast tissue. The next step identifies the pixels in the vicinity of the boundary as border pixels and which constitute the skin of the breast. The pixels labelled as
{5}------------------------------------------------
surrounding water and skin are removed from the breast and the remaining breast volume is deemed as TBV. In the next step, pixel values from the segmented speed of sound image are provided to a one-dimensional fuzzy c-means (FCM) algorithm to partition of data set into two clusters: fibroglandular tissue and fat. Once FCM is trained, a membership map of fibroglandular tissue is generated and an empirically chosen threshold is applied to binarize the fibroglandular tissue membership map which constitutes fibroglandular tissue volume (FGV). The ratio of FGV to TBV (FGV/TBV) is then calculated by dividing the volume of the fibroglandular tissue by the volume of the whole breast.
## INDICATIONS FOR USE [807.92(a)(5)]
The QT Scanner 2000 Model A is for use as an ultrasonic imaging system to provide reflectionmode and transmission-mode images of a patient's breast. The QT Scanner 2000 Model A software also calculates the breast fibroglandular tissue volume (FGV) value and the ratio of FGV to total breast volume (TBV) value as determined from reflection-mode and transmissionmode ultrasound images of a patient's breast. The device is not intended to be used as a replacement for screening mammography.
The QT Scanner 2000 Model A is indicated for use by trained healthcare professionals in environments where healthcare is provided to enable breast imaging in adult patients.
{6}------------------------------------------------
## COMPARISON OF TECHNOLOGICAL CHARACTERISTICS WITH THE PRIMARY PREDICATE DEVICE [807.92(a)(6)]
As the subject QT Scanner 2000 Model A is identical to the QT Scanner 2000 Model A primary predicate device (K190646), the devices are completely consistent with respect to safety and technological characteristics. Both devices are automated diagnostic ultrasound imaging systems which perform a standardized scan of the whole breast in both reflection mode and transmission mode. Both devices share the same basic system layout and operational principles. The only technological difference is inclusion of the FGV and FGV/TBV feature within the OTviewer which is an imaging processing feature and the reference device for that feature is syngo.via MI Workflows (K211459). Please note that the table below is for comparison between the subject device and the primary predicate device. The only feature of the subject device for which the K211459 is used as a reference device is the image processing for calculation of FGV and TBV.
| Feature | Primary Predicate Device:<br>QT Ultrasound LLC<br>QT Scanner 2000 Model A | Subject Device:<br>QT Imaging, Inc.<br>QT Scanner 2000 Model A |
|---------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| | (K190646) | (K220933) |
| Classification | §892.1560 Ultrasonic pulsed echo<br>imaging system<br>§892.1570 Diagnostic ultrasonic<br>transducer | §892.1560 Ultrasonic pulsed echo imaging system;<br>§892.1570 Diagnostic ultrasonic transducer;<br>§892.2050 Medical image management and<br>processing system |
| Product Code | IYO, ITX | IYO, ITX, QIH |
| Indications for Use | The QT Ultrasound Breast Scanner -<br>1 is for use as an ultrasonic imaging<br>system to provide reflection-mode<br>and transmission-mode images of a<br>patient's breast. The device is not<br>intended to be used as a replacement<br>for screening mammography. | The QT Scanner 2000 Model A is for use as an<br>ultrasonic imaging system to provide reflection-<br>mode and transmission-mode images of a<br>patient's breast. The QT Scanner 2000 Model A<br>software also calculates the breast fibroglandular<br>tissue volume (FGV) value and the ratio of FGV<br>to total breast volume (TBV) value as determined<br>from reflection-mode and transmission-mode<br>ultrasound images of a patient's breast. The<br>device is not intended to be used as a<br>replacement for screening mammography.<br>The QT Scanner 2000 Model A is indicated for<br>use by trained healthcare professionals in<br>environments where healthcare is provided to<br>enable breast imaging in adult patients. |
| Ultrasound<br>Diagnostic<br>Application | Small organ (breast) | Same |
| Ultrasound Track | Track 1 | Same |
| Electrical Safety | AAMI ES60601-1:2005/(R)2012<br>And A1:2012 | Same |
| Electromagnetic<br>Compatibility | IEC 60601-1-2 Edition 4: 2014-02 | Same |
| Acoustic Safety | IEC 60601-2-37 Edition 2.1 2015 | Same |
| Software Lifecycle<br>Processes | In compliance with IEC 62304:2015 | Same |
| Feature | Primary Predicate Device:<br>QT Ultrasound LLC<br>QT Scanner 2000 Model A<br>(K190646) | Subject Device:<br>QT Imaging, Inc.<br>QT Scanner 2000 Model A<br>(K220933) |
| Principles of<br>Operation | Reflection (B-Mode) and<br>Transmission (Speed of Sound)<br>Ultrasound Displays 2D slice images and<br>volume data No compression – positions<br>breast in pendulous position<br>within a water bath | Same |
| Transducer<br>Configuration | 3 Reflection Mode , 1 Transmission<br>Mode transmitter, and 1<br>Transmission Mode Receiver | Same |
| Global Maximum<br>Acoustic Output<br>Values | Max $I_{SPTA}$ = 1.89 mW/cm² | Same |
| Imaging Modes | Acquires and processes B-mode<br>(reflection) and speed of sound<br>(transmission) images of a patient's<br>breast | Same |
| Image Processing<br>Methods | General Processing Implant Processing Reprocessing: remove blur,<br>artifacts, and dark spots All image processing/reprocessing<br>can be performed on the device or on<br>an offboard image processor | Same |
| Image Output | Outputs DICOM images to a<br>QTviewer workstation. | Same |
| Image Views | Coronal, axial, and sagittal | Same |
| Image Analysis<br>Functions | Correlate<br>Probe<br>Region of Interest (ROI)<br>Segment<br>Linear Measurement<br>Manual Annotation | Correlate<br>Probe<br>Region of Interest (ROI)<br>Segment<br>Linear Measurement<br>Manual Annotation<br>Fibroglandular Volume (FGV)<br>Ratio of FGV to Total Breast Volume (TBV) |
| Patient Position | Positions patient in the prone<br>position on exam table with patient's<br>breast in pendulous position within<br>an imaging chamber | Same |
| Fluid Environment | Positions patient's breast in fluid<br>environment to eliminate need for<br>breast compression and facilitate<br>transmission of ultrasound waves. | Same |
| Breast Positioning | Positions patient's breast by use of a<br>patient positioning system comprised<br>of breast insert ring, retention rod<br>and device to align a patient's breast | Same |
{7}------------------------------------------------
## 510(k) SUMMARY
{8}------------------------------------------------
### 510(k) SUMMARY
### SUBSTANTIAL EQUIVALENCE
The proposed indications for the QT Scanner 2000 Model A is substantially equivalent to the indications for use of the primary predicate device. Any differences in the technological characteristics between the devices do not raise any different questions of safety or effectiveness. Thus, the QT Scanner 2000 Model A is substantially equivalent to the primary predicate device.
## PERFORMANCE DATA [807.92(b)]
All necessary bench and clinical performance testing was conducted on the OT Scanner 2000 Model A to support a determination of substantial equivalence to the primary predicate device.
## [807.92(b)(1)] Nonclinical Testing Summary:
The nonclinical, bench testing included:
- Software Verification and Validation ●
The testing that was done for the primary predicate device. OT Scanner 2000 Model A (K190646), and not done for the subject QT Scanner 2000 Model A included:
- System Verification and Validation ●
- Image Resolution Characterization ●
- Human Factors Testing ●
- Evaluation to the following standards:
- ISO 10993-1:2009/(R)2013, Biological Evaluation of Medical Devices Part 1: O Evaluation and Testing Within a Risk Management Process
- IEC 60601-1:2012, Medical Electrical Equipment Part 1: General Requirements o For Basic Safety And Essential Performance
- IEC 60601-1-2:2014, Medical Electrical Equipment Part 1-2: General o Requirements For Basic Safety And Essential Performance – Collateral Standard: Electromagnetic Compatibility - Requirements And Tests
- IEC 60601-2-37:2015, Medical electrical equipment Part 2-37: Particular o requirements for the basic safety and essential performance of ultrasonic medical diagnostic and monitoring equipment
- IEC 60601-1-6:2013 Medical electrical equipment Part 1-6 General O requirements for safety - Collateral Standard: Usability
- IEC 62304:2015, Medical device software Software life cycle processes O
- IEC 62366:2014, Medical devices- Application of usability engineering to O medical devices
- 0 NEMA UD 2-2004 (R2009), Acoustic Output Measurement Standard for Diagnostic Ultrasound Equipment - Revision 3
The collective results of the nonclinical testing demonstrate that the QT Scanner 2000 Model A meets its designed specifications to support the acquisition, processing, display, and analysis of transmission- and reflection-mode breast ultrasound images; and support that the subject device does
{9}------------------------------------------------
not raise different questions of safety or effectiveness for its intended use when compared to the primary predicate device.
## [807.92(b)(2)] Clinical Testing Summary:
The only technological difference between the subject and primary predicate device is the ability to calculate and display the fibroglandular volume (FGV and the ratio of FGV to total breast volume (TBV. To demonstrate this ability, a retrospective study was conducted where the FGV and FGV/TBV as determined from OT Scanner images were compared to the respective values as determined via breast MRI. Specifically, through a retrospective analysis of 53 breasts from 29 patients previously scanner on both OT Scanner and breast MRI, it was demonstrated that there is strong correlation between the respective values as determined by the two modalities.
As such, the clinical testing in conjunction with the results of nonclinical testing demonstrated that the QT Scanner is validated for its intended use, and that the subject device does not raise different questions of safety or effectiveness for its intended use when compared to the primary predicate device.
## CONCLUSIONS [807.92(b)(3)]
Performance testing of the QT Scanner supports that the subject device, like the primary predicate device (K190646), can acquire, process, display, and analyze reflection- and transmission-mode ultrasound images of the breast. The minor differences in technology do not raise different questions of safety or effectiveness, and the QT Scanner is as safe and as effective for its intended use. Thus, the results of performance testing support that the subject device is substantially equivalent to the primary predicate device for its intended use.
## SUMMARY
The OT Scanner 2000 Model A is substantially equivalent to the primary predicate device.
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
Learn the FDA Browser
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.