Esaote's Model 7300 (MyLab30) is a compact ultrasound system used to perform diagnostic general ultrasound studies including Cardiac, Transesophageal, Peripheral Vascular, Neonatal Cephalic, Adult Cephalic, Small organ, Musculoskeletal (Conventional and Superficial), Abdominal, Fetal, Transvaginal, Transrectal, Pediatric, Intraoperative: Abdominal, and Other: Urologic. The system provides imaging for guidance of biopsy and imaging to assist in the placement of needles and catheters in vascular or other anatomical structures as well as peripheral nerve blocks in Musculoskeletal applications.
Device Story
MyLab30 is a compact ultrasound system for diagnostic imaging. Inputs: ultrasonic signals from phased, convex, linear array, and Doppler probes. Processing: B-Mode, M-Mode, Doppler, 3D/4D, Color Flow Mapping, and Tissue Enhancement Imaging (TEI). Output: real-time 2D/3D/4D images displayed on an optional LCD. Used in clinical settings by physicians/technicians for general diagnostic studies, biopsy guidance, and needle/catheter placement. Output assists clinicians in visualizing anatomical structures and guiding interventional procedures, potentially improving procedural accuracy and patient safety.
Clinical Evidence
Bench testing only. No clinical data provided. Substantial equivalence is based on the device's established technological characteristics and its ability to perform diagnostic imaging consistent with previously cleared ultrasound systems.
Technological Characteristics
Compact ultrasound system; supports phased, convex, linear array, and Doppler probes. Modes: B-Mode, M-Mode, Doppler, 3D/4D, Color Flow Mapping, TEI. Optional LCD display. Manufactured under ISO 9001:2000 and ISO 13485. Connectivity includes standard ultrasound imaging interfaces.
Indications for Use
Indicated for diagnostic ultrasound imaging or fluid flow analysis in patients requiring Cardiac, Transesophageal, Peripheral Vascular, Neonatal/Adult Cephalic, Small organ (Thyroid, Breast, Testicles), Musculoskeletal, Abdominal, Fetal, Transvaginal, Transrectal, Pediatric, Intraoperative Abdominal, and Urologic exams. Includes guidance for biopsy, needle/catheter placement, and peripheral nerve blocks.
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.
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K07/1996
510(k) Summary MyLab30 System Esaote, S.p.A.
# 510(k) Summary
AUG - 3 2007
The following 510(k) summary has been prepared pursuant to requirements specified in 21CFR¶807.92(a).
807.92(a)(1)
# Submitter Information
Allison Scott The Anson Group 11460 N Meridian St., Ste 150 Carmel, Indiana 46032 Phone: (317) 569-9500 x106 Facsimile: (317) 569-9520
| Contact Person: | Allison Scott |
|-------------------------|----------------------------------------------------------------------------------------------------|
| Date: | July 20, 2007 |
| 807.92(a)(2) | |
| Trade Name: | MyLab30 System |
| Common Name: | Ultrasound Imaging System |
| Classification Name(s): | Ultrasonic pulse doppler imaging system 892.1550<br>Ultrasonic pulsed echo imaging system 892.1560 |
| Classification Number: | 90IYN; 90IYO |
## 807.92(a)(3)
# Predicate Device(s)
| K040596<br>K052805<br>K060827 | 7300 (MyLab30) | Esaote, S.p.A. |
|-------------------------------|----------------|----------------|
| K033367 | MicroMaxx | SonoSite |
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510(k) Summary MyLab30 System Esaote, S.p.A.
#### 807.92 (a)(4)
## Device Description
The 7300 (MyLab30) ultrasound system is used to perform diagnostic general ultrasound studies. Its primary modes of operation are: B-Mode, M-Mode, Doppler, 3D/4D and Color Flow Mapping and, on lower frequency probes, Tissue Enhancement Imaging (TEI). The systems are equipped with an optional LCD Color Display and can drive phased (PA), convex (CA) and linear array (LA) and Doppler probes. The MyLab30 system is able to produce Real Time 2D images and 3D images (in manual mode) with all probes. The system, in combination with the BC431 or BS230 probes, offers the possibility to also produce automatic 3D and Real Time 4D images. The 7300 (MyLab30) is manufactured under an ISO 9001:2000 and ISO 13485 certified quality system.
#### 807.92(a)(5)
### Intended Use(s)
Esaote's Model 7300 (MyLab30) is a compact ultrasound system used to perform diagnostic general ultrasound studies including Cardiac, Transesophageal, Peripheral Vascular, Neonatal Cephalic, Adult Cephalic, Small organ, Musculoskeletal (Conventional and Superficial), Abdominal, Fetal, Transvaginal, Transrectal, Pediatric, Intraoperative: Abdominal, and Other: Urologic. The system provides imaging for guidance of biopsy and imaging to assist in the placement of needles and catheters in vascular or other anatomical structures as well as peripheral nerve blocks in Musculoskeletal applications.
807.92(a)(6)
### Technological Characteristics
The difference between the MyLab30 system cleared via K040596, K052805, K060827 and the MyLab30 system to be cleared via this 510(k) is that in this 510(k), the system provides imaging for guidance of biopsy and imaging to assist in the placement of needles and catheters in vascular or other anatomical structures as well as peripheral nerve blocks in Musculoskeletal applications.
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#### DEPARTMENT OF HEALTH & HUMAN SERVICES
Image /page/2/Picture/1 description: The image shows the logo for the Department of Health & Human Services - USA. The logo is a circular seal with the words "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. Inside the circle is an abstract image of an eagle.
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
AUG - 3 2007
Esaote, S. p. A. % Mr. Mark Job Responsible Third Party Official Regulatory Technology Services LLC 1394 25th Street NW BUFFALO MN 55313
Re: K071996
Trade Name: MyLab30 (Model 7300) Regulation Number: 21 CFR 892.1550 Regulation Name: Ultrasonic pulsed doppler imaging system Regulation Number: 21 CFR 892.1560 Regulation Name: Ultrasonic pulsed echo imaging system Regulatory Class: II Product Code: IYO, IYN, and ITX Dated: July 25, 2007 Received: July 26, 2007
Dear Mr. Job:
We have reviewed your Section 510(k) premarket 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 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). 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.
This determination of substantial equivalence applies to the following transducers intended for use with the MyLab30 (Model 7300), as described in your premarket notification:
#### Transducer Model Number
#### LA523 CA123
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to such additional controls. Existing major regulations affecting your device can be form 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 r any Federal statutes and regulations administered by other Federal agencies. You must comply with all the
{3}------------------------------------------------
Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); good manufacturing practice requirements as set forth in the quality systems (OS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
This determination of substantial equivalence is granted on the condition that prior to first device, you submit a postclearance special report. This report should contain complete information. including acoustic output measurements based on production line devices, requested in Appendix G, (enclosed) of the Center's September 30, 1997 "Information for Manufacturers Seeking Marketing Clearance of Diagnostic Ultrasound Systems and Transducers." If the special report is incomplete or contains unacceptable values (e.g., acoustic output greater than approved levels), then the 510(k) clearance may not apply to the production units which as a result may be considered adulterated or misbranded.
The special report should reference the manufacturer's 510(k) number. It should be clearly and prominently marked "ADD-TO-FILE" and should be submitted in duplicate to:
> Food and Drug Administration Center for Devices and Radiological Health Document Mail Center (HFZ-401) 9200 Corporate Boulevard Rockville, Maryland 20850
This letter will allow you to begin marketing your device as described in your 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 market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Office of Compliance at (240) 276-0120. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR Part 807.97). You may obtain other general information on your responsibilities under the Act from the Division of Small Manufacturers, International and Consumer Assistance at its toll-free number (800) 638-2041 or (240) 276-3150 or at its Internet address http://www.fda.gov/cdrh/industry/support/index.html
If you have any questions regarding the content of this letter, please contact Paul Hardy at (240) 276-3666.
Sincerely yours,
Hebert Remer for
Nancy C. Brogdon Director, Division of Reproductive. Abdominal and Radiological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure(s)
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# Indications for Use
510(k) Number (if known):
Device Name: MyLab30 Ultrasound System
Indications For Use:
Esaote's Model 7300 (MyLab30) is a compact ultrasound system used to perform diagnostic general ultrasound studies including Cardiac, Transesophageal, Peripheral Vascular, Neonatal Cephalic, Adult Cephalic, Small organ, Musculoskeletal (Conventional and Superficial), Abdominal, Fetal, Transvaginal, Transrectal, Pediatric, Intraoperative: Abdominal, and Other: Urologic. The system provides imaging for guidance of biopsy and imaging to assist in the placement of needles and catheters in vascular or other anatomical structures as well as peripheral nerve blocks in Musculoskeletal applications.
Prescription Use × (Part 21 CFR 801 Subpart D) AND/OR
Over-The-Counter Use (21 CFR 807 Subpart C)
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
Hulu Reiner
Page 1 of 1
(Division Sign-Off)
Division of Reproductive, Abdominal and
Radiological Devices K071996
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#### Diagnostic Ultrasound Indications for Use Form
#### Model 7300 (MyLab30)
Intended Use: Diagnostic ultrasound imaging or fluid flow analysis of the human body as follows:
| | Mode of Operation | | | | | | | | | |
|----------------------------------|-------------------|---|---|-----|-----|------------------|----------------------|------------------------------|-----------------------|--------------------|
| Clinical Application | A | B | M | PWD | CWD | Color<br>Doppler | Amplitude<br>Doppler | Color<br>Velocity<br>Imaging | Combined<br>(specify) | Other<br>(specify) |
| Ophthalmic | | | | | | | | | | |
| Fetal | | P | P | P | | P | P | | P [2] | P [3], P[4] |
| Abdominal | | P | P | P | | P | P | | P [2] | P [3], P[4] |
| Intraoperative<br>(Abdominal) | | P | P | P | | P | P | | P [2] | P [3] |
| Intraoperative<br>Neurological | | | | | | | | | | |
| Pediatric | | P | P | P | P | P | P | | P [2] | P [3], P[4] |
| Small Organ (specify) [1] | | P | P | P | P | P | P | | P [2] | P [3] |
| Neonatal Cephalic | | P | P | P | P | P | P | | P [2] | |
| Adult Cephalic | | P | P | P | P | P | P | | P [2] | |
| Cardiac | | P | P | P | P | P | | | P [2] | P [3], P[4] |
| Transesophageal | | P | P | P | P | P | P | | P [2] | |
| Transrectal | | P | P | P | | P | P | | P [2] | |
| Transvaginal | | P | P | P | | P | P | | P [2] | |
| Transurethral | | | | | | | | | | |
| Intravascular | | | | | | | | | | |
| Peripheral Vascular | | P | P | P | P | P | P | | P [2] | |
| Laparoscopic | | | | | | | | | | |
| Musculo-skeletal<br>Conventional | | P | P | P | P | P | P | | P [2] | |
| Musculo-skeletal<br>Superficial | | P | P | P | P | P | P | | P [2] | |
| Other (Urological) | | P | P | P | P | P | P | | P [2] | |
N=new indication; P=previously cleared by FDA; E= added under Appendix E Additional Comments:
[1] Small organs include Thyroid, Breast and Testicles.
[2] Applicable combined modes: B+M+PW+CW+CFM+PD
- [3] Tissue Enhancement Imaging (TEI)
Compound Imaging
VPAN
Tissue Velocity Mapping (TVM)
- CMM
CnTI
[4] 3D/4D Imaging
Included in this 510(k) is an expanded intended use for imaging guidance for peripheral nerve block procedures. Also included in this 510(k) is imaging to assist in the placement of needley and catheters in vascular or other anatomical structures. (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)
(Division Sign-Off)
Division of Reproductive, Abdominal and
Radiological Devices
510(k) Number K071996
11
{6}------------------------------------------------
#### Diagnostic Ultrasound Indications for Use Form
#### Transducer: LA523
Intended Use: Diagnostic ultrasound imaging or fluid flow analysis of the human body as follows:
| | | Mode of Operation | | | | | | | | | |
|----------------------------------|-------------------|-------------------|-------------|-----|---------------------------|------------------------------|------------------------------|------------------------------|-----------------------|--------------------|--|
| Clinical Application | A | B | M | PWD | CWD | Color<br>Doppler | Amplitude<br>Doppler | Color<br>Velocity<br>Imaging | Combined<br>(specify) | Other<br>(specify) | |
| Ophthalmic | | | | | | | | | | | |
| Fetal | | | | | | | | | | | |
| Abdominal | | | | | | | | | | | |
| Intraoperative (specify) | | | | | | | | | | | |
| Intraoperative Neurological | | | | | | | | | | | |
| Pediatric | | P | P | P | | P | P | | P[1] | P[3]; P[4] | |
| Small Organ (specify) [2] | | P | P | P | | P | P | | P[1] | P[3]; P[4] | |
| Neonatal Cephalic | | | | | | | | | | | |
| Adult Cephalic | | | | | | | | | | | |
| Cardiac | | | | | | | | | | | |
| Transesophageal | | | | | | | | | | | |
| Transrectal | | | | | | | | | | | |
| Transvaginal | | | | | | | | | | | |
| Transurethral | | | | | | | | | | | |
| Intravascular | | | | | | | | | | | |
| Peripheral Vascular | | P | P | P | | P | P | | P[1] | P[3]; P[4] | |
| Laparoscopic | | | | | | | | | | | |
| Musculo-skeletal<br>Conventional | | P | P | P | | P | P | | P[1] | P[3]; P[4] | |
| Musculo-skeletal Superficial | | P | P | P | | P | P | | P[1] | P[3]; P[4] | |
| Other (specify) | | | | | | | | | | | |
| Clinical Application | Mode of Operation | | | | | | | | | | |
| A | B | M | PWD<br>(PW) | CWD | Color<br>Doppler<br>(CFM) | Amplitude<br>Doppler<br>(PD) | Color<br>Velocity<br>Imaging | Combined<br>(1) | Other<br>(specify) | | |
| Ophthalmic | | | | | | | | | | | |
| Fetal | | | | | | | | | | | |
| Abdominal | | | | | | | | | | | |
| Intraoperative<br>(specify) | | | | | | | | | | | |
| Intraoperative<br>Neurological | | | | | | | | | | | |
| Pediatric | P | P | P | P | | P | P | | P(1) | P[3];<br>P[4] | |
| Small Organ | P | P | P | P | | P | P | | P (1) | P[3];<br>P[4] | |
| Neonatal Cephalic | P | P | P | P | | P | P | | P (1) | P[3];<br>P[4] | |
| Adult Cephalic | | | | | | | | | | | |
| Cardiac | P | P | P | P | | P | P | | P(1) | P[3];<br>P[4] | |
| Tranesophageal | | | | | | | | | | | |
| Transrectal | | | | | | | | | | | |
| Transvaginal | | | | | | | | | | | |
| Transurethral | | | | | | | | | | | |
| Intravascular | | | | | | | | | | | |
| Peripheral Vascular | P | P | P | P | | P | P | | P (1) | P[3];<br>P[4] | |
| Laparoscopic | | | | | | | | | | | |
| Musculo-skeletal<br>Conventional | P | P | P | P | | P | P | | P (1) | P[3];<br>P[4] | |
| Musculo-skeletal<br>Superficial | P | P | P | P | | P | P | | P (1) | P[3];<br>P[4] | |
| Other | | | | | | | | | | | |
N=new indication; P=previously cleared by FDA; E= added under Appendix E
Additional Comments:
[1] Applicable combined modes: B+M+PW+CFM+PD
[2] Small organs include Thyroid, Breast and Testicles.
[3] Tissue Enhanced Imaging (TEI); [4] 3D Freehand
Included in this 510(k) is an expanded intended use for imaging guidance for peripheral nerve block procedures. Also included in this 510(k) is imaging to assist in the placement of needles and catheters in vascular or other anatomical structures.
(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)
(Division Sign-Off) Division of Reproductive. A Radiolo 510(k) Nu
{7}------------------------------------------------
F
#### Diagnostic Ultrasound Indications for Use Form
#### Fill out one form for each ultrasound system and each transducer.
Intended Use: Diagnostic ultrasound imaging or fluid flow analysis of the human body as follows:
N= new indication: P= previously cleared by FDA; E= added under Appendix E
Additional Comments: 1) Applicable combined modes: B+PW+CFM+M+PD;3) Tissue Enhanced Imaging (TEI); [4] 3D Freehand
Included in this 5 l (k) is an expanded intended use for peripheral nerve block procedures. Also included in this 510(k) is imaging to assist in the placement of needles and cather or other anatomical structures.
(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)
(Division Sign-Off)
Division of Reproductive, Abdominal and
Radiological Devices
510(k) Number K071996
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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.