The Interson USB Ultrasound System is intended for diagnostic ultrasound imaging in B, color Doppler, or Combined (B + Color) modes. It is indicated for diagnostic ultrasound imaging and fluid flow analysis in the following applications: Fetal/Obstetric Abdominal Pediatric Small Organ Musculo-skeletal (conventional) Musculo-skeletal (superficial) Urology Gynecology Pelvic Floor Neuro-muscular Peripheral Vessel The system is intended for use by healthcare professionals.
Device Story
Portable, solid-state, USB-powered ultrasound system; comprises handheld probes (GP-C01, SP-L01) with integrated ultrasound generator/receiver, ADC, and microcontroller. Operates in B-mode, color Doppler, and combined (B+Color) modes. Connects via USB 2.0 to a PC running SeeMore software. Healthcare professionals use the system to acquire static images and cine loops (32-1024 frames). System features include preprogrammed transducer settings, user-adjustable transmit power, image controls, and Time Gain Compensation (TGC). Output is displayed on the PC monitor for diagnostic imaging and fluid flow analysis. Supports patient history management via image/cine storage. Benefits include portable, high-resolution diagnostic imaging for various clinical applications.
Clinical Evidence
No clinical data. Substantial equivalence supported by bench testing, including acoustic output measurements (NEMA UD 2-2004), electrical safety (IEC 60601-1), electromagnetic compatibility (IEC 60601-1-2), and biocompatibility (ISO 10993-5, 10993-10).
Technological Characteristics
Solid-state, USB 2.0 powered ultrasound system. Transducers: curved and flat linear arrays. Modes: B, color Doppler, B+Color. Software: SeeMore application running on Windows. Connectivity: USB. Biocompatibility: ISO 10993-5/10. Safety standards: IEC 60601-1, IEC 60601-2-37, IEC 60601-1-2, NEMA UD 2.
Indications for Use
Indicated for diagnostic ultrasound imaging and fluid flow analysis in fetal/obstetric, abdominal, pediatric, small organ, musculoskeletal, urology, gynecology, pelvic floor, neuromuscular, and peripheral vessel applications. Intended for use by healthcare professionals.
Regulatory Classification
Identification
An ultrasonic pulsed doppler imaging system is a device that combines the features of continuous wave doppler-effect technology with pulsed-echo effect technology and is intended to determine stationary body tissue characteristics, such as depth or location of tissue interfaces or dynamic tissue characteristics such as velocity of blood or tissue motion. This generic type of device may include signal analysis and display equipment, patient and equipment supports, component parts, and accessories.
Predicate Devices
Philips Lumify Diagnostic Ultrasound System (K152899)
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Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
April 13, 2017
Interson Corporation % David Asarnow, Ph.D. Quality/Regulatory Manager 7150 Koll Center Parkway PLEASANTON CA 94566
Re: K163443
Trade/Device Name: Interson USB Ultrasound System Regulation Number: 21 CFR 892.1550 Regulation Name: Ultrasonic pulsed doppler imaging system Regulatory Class: II Product Code: IYN, IYO, ITX Dated: March 17, 2017 Received: March 17, 2017
Dear Dr. Asarnow:
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. 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 (reporting of medical device-related adverse events) (21 CFR 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638 2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/Resourcesfor You/Industry/default.htm. 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
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You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
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Sincerely yours,
Michael D'Hara
For
Robert Ochs. Ph.D. Director Division of Radiological Health Office of In Vitro Diagnostics and Radiological Health Center for Devices and Radiological Health
Enclosure
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## Indications for Use
510(k) Number (if known) K163443
Device Name Interson USB Ultrasound System
#### Indications for Use (Describe)
The Interson USB Ultrasound System is intended for diagnostic ultrasound imaging in B, color Doppler, or Combined (B + Color) modes. It is indicated for diagnostic ultrasound imaging and fluid flow analysis in the following applications:
- Fetal/Obstetric Abdominal Pediatric Small Organ Musculo-skeletal (conventional) Musculo-skeletal (superficial) Urology Gynecology Pelvic Floor Neuro-muscular Peripheral Vessel
The system is intended for use by healthcare professionals.
Type of Use (Select one or both, as applicable)
| <div> <span> <b> ☑ </b> Prescription Use (Part 21 CFR 801 Subpart D) </span> </div> |
|---------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| <div> <span> ☐ Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
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## SECTION 1.3 - INDICATIONS FOR USE
The Interson USB Ultrasound System is intended for diagnostic ultrasound imaging in B, color Doppler, or Combined (B + Color) modes. It is indicated for diagnostic ultrasound imaging and fluid flow analysis in the following applications:
- Fetal/Obstetric Abdominal Pediatric Small Organ Musculo-skeletal (conventional) Musculo-skeletal (superficial) Urology Gynecology Pelvic Floor Neuro-muscular Peripheral Vessel
The system is intended for use by healthcare professionals.
The Indications for Use statement on Form 3881 is provided in Tab 4, followed by the clinical applications and modes of operation applicable to each application for each transducer and for the system.
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## Diagnostic Ultrasound Indications for Use
## Interson USB Ultrasound System
Device Name: GP-C01 Transducer
Mode: B, color Doppler, B + color Doppler
Intended Use: Diagnostic ultrasound imaging and fluid flow analysis of the human body as follows:
| Clinical Application | | Mode of Operation | | | | | | |
|-----------------------------|------------------------------------------------------------------|-------------------|---|-----|-----|--------------------------|--------------------|---------------------|
| General<br>(Track 1 only) | Specific<br>(Tracks 1&3) | B | M | PWD | CWD | Color<br>Doppler<br>(CD) | Combined<br>(B+CD) | Other*<br>(Specify) |
| Ophthalmic | Ophthalmic | | | | | | | |
| | Fetal/Obstetric | N | | | | N | N | |
| | Abdominal | N | | | | N | N | |
| | Intra-Operative (Specify) | | | | | | | |
| | Intra-Operative Neurological | | | | | | | |
| | Laparoscopic | | | | | | | |
| | Pediatric<br>(excluding transcranial<br>& neonatal) | | | | | | | |
| | Small Organ (Scrotum, prostate,<br>lymph nodes, thyroid, breast) | N | | | | N | N | |
| Fetal<br>Imaging<br>& Other | Neonatal Cephalic | | | | | | | |
| | Adult Cephalic | | | | | | | |
| | Trans-rectal | | | | | | | |
| | Trans-vaginal | | | | | | | |
| | Trans-urethral | | | | | | | |
| | Trans-esoph. (non-card.) | | | | | | | |
| | Muscular-Skeletal (Conventional) | N | | | | N | N | |
| | Muscular-Skeletal (Superficial) | N | | | | N | N | |
| | Intravascular | | | | | | | |
| | Other (Urology) | N | | | | N | N | |
| | Other (Gynecology) | N | | | | N | N | |
| | Other (Pelvic Floor) | N | | | | N | N | |
| | Other (Neuromuscular) | N | | | | N | N | |
| Cardiac | Cardiac Adult | | | | | | | |
| | Cardiac Pediatric | | | | | | | |
| | Intravascular (Cardiac) | | | | | | | |
| | Trans-esoph. (Cardiac) | | | | | | | |
| | Intra-cardiac | | | | | | | |
| | Other (Specify) | | | | | | | |
| Peripheral Vessel | Peripheral vessel | | | | | | | |
| | Other (Specify) | | | | | | | |
N = New Indication, P=Previously cleared by FDA; E=added under this appendix
*Examples of other modes may include Doppler, 3-D Imaging, Harmonic Imaging, Tissue Motion Doppler and Color Velocity Imaging
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## Diagnostic Ultrasound Indications for Use
# Interson USB Ultrasound System
## Device Name: SP-L01 Transducer
Modes: B, color Doppler, B + color Doppler
Intended Use: Diagnostic ultrasound imaging and fluid flow analysis of the human body as follows:
| Clinical Application | | Mode of Operation | | | | | | |
|-----------------------------|------------------------------------------------------------------|-------------------|---|-----|-----|--------------------------|--------------------|---------------------|
| General<br>(Track 1 only) | Specific<br>(Tracks 1&3) | B | M | PWD | CWD | Color<br>Doppler<br>(CD) | Combined<br>(B+CD) | Other*<br>(Specify) |
| Ophthalmic | Ophthalmic | | | | | | | |
| | Fetal/Obstetric | | | | | | | |
| | Abdominal | N | | | | N | N | |
| | Intra-Operative (Specify) | | | | | | | |
| | Intra-Operative Neurological | | | | | | | |
| | Laparoscopic | | | | | | | |
| | Pediatric<br>(excluding transcranial<br>& neonatal) | N | | | | N | N | |
| | Small Organ (Scrotum, prostate,<br>lymph nodes, thyroid, breast) | N | | | | N | N | |
| | Neonatal Cephalic | | | | | | | |
| | Adult Cephalic | | | | | | | |
| Fetal<br>Imaging<br>& Other | Trans-rectal | | | | | | | |
| | Trans-vaginal | | | | | | | |
| | Trans-urethral | | | | | | | |
| | Trans-esoph. (non-card.) | | | | | | | |
| | Muscular-Skeletal (Conventional) | N | | | | N | N | |
| | Muscular-Skeletal (Superficial) | N | | | | N | N | |
| | Intravascular | | | | | | | |
| | Other (Urology) | N | | | | N | N | |
| | Other (Gynecology) | N | | | | N | N | |
| | Other (Pelvic Floor) | N | | | | N | N | |
| | Other (Neuromuscular) | N | | | | N | N | |
| Cardiac | Cardiac Adult | | | | | | | |
| | Cardiac Pediatric | | | | | | | |
| | Intravascular (Cardiac) | | | | | | | |
| | Trans-esoph. (Cardiac) | | | | | | | |
| | Intra-cardiac | | | | | | | |
| | Other (Specify) | | | | | | | |
| Peripheral Vessel | Peripheral vessel | N | | | | N | N | |
| | Other (Specify) | | | | | | | |
N = New Indication, P=Previously cleared by FDA; E=added under this appendix
<sup>*</sup>Examples of other modes may include Doppler, 3-D Imaging, Harmonic Imaging, Tissue Motion Doppler and Color Velocity Imaging
{6}------------------------------------------------
## Diagnostic Ultrasound Indications for Use
## Device Name: Interson USB Ultrasound System
Modes: B, color Doppler, B + color Doppler
Intended Use: Diagnostic ultrasound imaging and fluid flow analysis of the human body as follows:
| Clinical Application | | | Mode of Operation | | | | | |
|---------------------------|------------------------------------------------------------------|---|-------------------|-----|-----|--------------------------|--------------------|---------------------|
| General<br>(Track 1 only) | Specific<br>(Tracks 1&3) | B | M | PWD | CWD | Color<br>Doppler<br>(CD) | Combined<br>(B+CD) | Other*<br>(Specify) |
| Ophthalmic | Ophthalmic | | | | | | | |
| | Fetal/Obstetric | N | | | | N | N | |
| | Abdominal | N | | | | N | N | |
| | Intra-Operative (Specify) | | | | | | | |
| | Intra-Operative Neurological | | | | | | | |
| | Laparoscopic | | | | | | | |
| | Pediatric<br>(excluding transcranial<br>& neonatal) | N | | | | N | N | |
| | Small Organ (Scrotum, prostate,<br>lymph nodes, thyroid, breast) | N | | | | N | N | |
| | Neonatal Cephalic | | | | | | | |
| | Adult Cephalic | | | | | | | |
| Fetal | Trans-rectal | | | | | | | |
| Imaging<br>& Other | Trans-vaginal | | | | | | | |
| | Trans-urethral | | | | | | | |
| | Trans-esoph. (non-card.) | | | | | | | |
| | Muscular-Skeletal (Conventional) | N | | | | N | N | |
| | Muscular-Skeletal (Superficial) | N | | | | N | N | |
| | Intravascular | | | | | | | |
| | Other (Urology) | N | | | | N | N | |
| | Other (Gynecology) | N | | | | N | N | |
| | Other (Pelvic Floor) | N | | | | N | N | |
| | Other (Neuromuscular) | N | | | | N | N | |
| Cardiac | Cardiac Adult | | | | | | | |
| | Cardiac Pediatric | | | | | | | |
| | Intravascular (Cardiac) | | | | | | | |
| | Trans-esoph. (Cardiac) | | | | | | | |
| | Intra-cardiac | | | | | | | |
| | Other (Specify) | | | | | | | |
| Peripheral Vessel | Peripheral vessel | N | | | | N | N | |
| | Other (Specify) | | | | | | | |
N = New Indication, P=Previously cleared by FDA; E=added under this appendix
*Examples of other modes may include Doppler, 3-D Imaging, Harmonic Imaging, Tissue Motion Doppler and Color Velocity Imaging
{7}------------------------------------------------
## 510(k) Summary K163443
Provided in accordance with 21CFR 807.92 (c).
# Submitter Information- 21 CFR 807.92 (a)(1)
| Date of submission: | 11/28/2016 |
|--------------------------------|----------------------------------------------------------------------------------------------------------------------|
| Submitter information: | Interson Corporation<br>7150 Koll Center Parkway<br>Pleasanton, CA 94566 |
| Establishment Registration No: | 2939830 |
| Contact person: | David Asarnow<br>Quality/Regulatory Manager<br>(925) 462-4948 (tel)<br>(925) 462-4833 (fax)<br>dasarnow@interson.com |
#### Name of Device and Classification - 21 CFR 807.92 (a)(2)
| Device trade name: | USB Ultrasound System |
|--------------------|----------------------------------------------|
| Common name: | Diagnostic ultrasound system and transducers |
| Classification: | Class II |
| 21 CFR Section | Classification Name | Product Code |
|----------------|------------------------------------------|--------------|
| 892.1550 | Ultrasonic pulsed doppler imaging system | IYN |
| 892.1560 | Ultrasonic pulsed echo imaging system | IYO |
| 892.1570 | Diagnostic ultrasonic transducer | ITX |
## Track
Track 3
## Predicate Device - 21 CFR 807.92 (a)(3)
| Philips Lumify Diagnostic Ultrasound System | K152899 | 10/30/2015 |
|---------------------------------------------|---------|------------|
| Interson USB Ultrasound Probe System | K070907 | 4/17/2007 |
## Device Description - 21 CFR 807.92 (a)(4):
The Interson USB Ultrasound Imaging System is a self-contained portable, solid-state, multiple-mode and multiple-application ultrasound imaging system. The system comprises a series of handheld probes containing an ultrasound generator/receiver, analog to digital converter, microcontroller, control logic, USB 2.0 interface, and
{8}------------------------------------------------
software-based controls offering a full complement of conventional operating modes, parameter controls, and recording functions. The selection of transducers offered with the system permit a wide range of clinical applications including Fetal/Obstetric, Abdominal, Pediatric, Small Organ, Musculo-skeletal, Urology, Gynecology, Pelvic Floor, Neuromuscular, and Peripheral Vessel.
The initial operational settings for each transducer are preprogrammed in the system. User-customized parameter settings for each transducer may be set by the operator and stored for recall as needed via the system control panel. Customization includes transmit power, images controls selection, and Time Gain Compensation (TGC). Controls are also provided to select display format and to utilize the Cine function.
The Interson USB Ultrasound transducers operate in B-Mode, color Doppler, and combined mode (B + color Doppler), providing high resolution and high penetration performance. The product family uses curved and flat linear array transducers and includes a General Purpose (GP) probe and a Small Parts (SP) probe.
The SeeMore software application used in the Interson USB Ultrasound System supports static image acquisition and a cine function capable of storing up to 32 to 1024 sequential images. Management of patient history is enabled by the image or cine-storage function.
The SeeMore control software runs on standard Microsoft Windows platforms.
## Intended Use/Indications for Use - 21 CFR 807.92 (a)(5)
The Interson Ultrasound Imaging System is intended for diagnostic ultrasound imaging in B, color Doppler, or Combined (B + Color) modes. It is indicated for diagnostic ultrasound imaging and fluid flow analysis in the following applications:
- Fetal/Obstetric Abdominal Pediatric Small Organ Musculo-skeletal Urology Gynecology Pelvic Floor Neuro-muscular Peripheral Vessel
The system is intended for use by healthcare professionals.
{9}------------------------------------------------
## Product Models
| Model | Common Applications |
|-------------------------|----------------------------------------------------------------------------------------|
| Transducer Model GP-C01 | Fetal/Obstetric, Abdominal, Urology, Musculo-<br>skeletal, Small Organs, Neuromuscular |
| Transducer Model SP-L01 | Pediatric, Small Organs, Peripheral Vessel |
All models are used with SeeMore control software.
## Summary of technological characteristics of the device compared to the predicate device- 21 CFR 807.92 (a)(6)
| Device<br>Features | Subject Device:<br>Interson Ultrasound<br>System | Predicate 1:<br>Philips Lumify<br>K152899 | Predicate 2:<br>Interson Ultrasound<br>System K070907 |
|-------------------------|-----------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------|
| Intended Use | Diagnostic ultrasound<br>imaging in B, color<br>Doppler and<br>Combined (B + Color)<br>modes. | Diagnostic ultrasound<br>imaging in B, color<br>Doppler, and<br>Combined (B + Color)<br>modes. | Diagnostic ultrasound<br>imaging in B mode<br>(all transducers), A<br>mode (ophthalmic) |
| Indications<br>for Use | Indicated for<br>diagnostic ultrasound<br>imaging and fluid<br>flow analysis in<br>specified applications | Indicated for<br>diagnostic ultrasound<br>imaging and fluid<br>flow analysis in<br>specified applications | Indicated for<br>diagnostic ultrasound<br>imaging in specified<br>applications |
| Array<br>Geometry | Curved and linear | Curved and linear | Non-Array |
| Mechanics | Solid State | Solid State | Mechanical |
| Software<br>platform | Commercial off-the-<br>shelf operating system<br>(Windows) | Commercial off-the-<br>shelf operating system<br>(Android) | Commercial off-the-<br>shelf operating system<br>(Windows) |
| Software<br>control | Standalone | Standalone | Standalone |
| Measurement<br>function | 2D measurement and<br>area measurement | 2D measurement tool | 2D measurement tool |
| Wireless<br>networking | Not supported | Supported | Not supported |
| Connector | USB | USB | USB |
{10}------------------------------------------------
#### Determination of Substantial Equivalence
#### Non-clinical Performance Data
Non-clinical testing relied on in this premarket notification submission for a determination of substantial equivalence include tests which show compliance with the following standards:
1. Recognition Number 12-105: NEMA UD 2-2004 (R2009), Acoustic Output Measurement Standard for Diagnostic Ultrasound Equipment Revision 3. (Radiology)
2. Recognition Number 19-4: AAMI ANSI ES60601-1:2005/(R)2012 and A1:2012, C1:2009/(R)2012 and A2:2010/(R)2012, (Consolidated Text) Medical electrical equipment - Part 1: General requirements for basic safety and essential performance (IEC 60601-1:2005, MOD)
3. Recognition Number 12-293: IEC 60601-2-37 (2015), Amendment 2, Medical electrical equipment - Part 2-37: Particular requirements for the basic safety and essential performance of ultrasonic medical diagnostic and monitoring equipment. (Radiology) 4. Recognition Number 19-8: IEC 60601-1-2 Edition 4.0 2014-02, Medical electrical equipment - Part 1-2: General requirements for basic safety and essential performance -Collateral Standard: Electromagnetic disturbances - Requirements and tests
5. Recognition Number 5-89: IEC 60601-1-6 Edition 3.1 2013-10, Medical electrical equipment - Part 1-6: General requirements for basic safety and essential performance -Collateral standard: Usability
6. Recognition Number 5-40: ISO 14971 Second edition 2007-03-01, Medical devices -Application of risk management to medical devices 7. Recognition Number 2-173: AAMI ANSI ISO 10993-10:2010/(R)2014, Biological evaluation of medical devices -Part 10: Tests for irritation and skin sensitization
8. Recognition Number 2-153: AAMI ANSI ISO 10993-5:2009/(R)2014, Biological evaluation of medical devices - Part 5: Tests for in vitro cytotoxicity
#### Summary of Clinical Tests
The Interson USB Ultrasound System product family introduces no new modes, features, or technologies relative to the predicate devices (Philips Lumify K152899 and Interson K070907) that require clinical testing. The clinical safety and effectiveness of ultrasound systems with these characteristics are well accepted for both predicate and subject devices.
#### 514 Performance Standards
There are no Sec. 514 performance standards for this device.
{11}------------------------------------------------
# Prescription Status
This is a prescription device. The prescription device statement appears in the labeling.
Sterilization Site(s) Not applicable. No components are supplied sterile.
## Conclusions
Interson Corporation concludes that the subject device, the Interson Ultrasound USB Imaging System, has been shown to be substantially equivalent to the predicate devices identified above.
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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.