K103187 · Wildcat Medical, Inc. · JOW · Jan 26, 2011 · Cardiovascular
Device Facts
Record ID
K103187
Device Name
TRIPLEPLAY-VT VASCULAR THERAPY SYSTEM
Applicant
Wildcat Medical, Inc.
Product Code
JOW · Cardiovascular
Decision Date
Jan 26, 2011
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 870.5800
Device Class
Class 2
Attributes
Therapeutic, Real-World Evidence
Real-World Evidence
Submission
Device
Sponsor
RWD Sources
RWE Use Summary
Key Tags
K103187 · Jan 26, 2011
TRIPLEPLAY-VT VASCULAR THERAPY SYSTEM
Wildcat Medical, Inc.
Published clinical literature (Orthopedics 24(3):257-261, 2001; Journal of Bone and Joint Surgery, 1998)
The sponsor used published clinical studies of predicate devices to demonstrate that the performance parameters (blood flow velocity, inflation pressure, and cycle time) of the TriplePlay-VT are consistent with devices already established as effective in clinical practice for DVT prevention.
DVT prevention; Intermittent pneumatic compression; Surrogate clinical data; Literature review
Clinical Evidence
Study Design
Population
Comparator
Key Endpoints
Evaluation of Intermittent Pneumatic Compression Devices (Orthopedics 24(3):257-261, 2001); Literature review / Clinical evaluation
Patients undergoing orthopedic procedures
Not applicable for this study
DVT risk reduction
Venous hemodynamics after total knee arthroplasty: Evaluation of active dorsal to planar flexion and several mechanical compression devices (Journal of Bone and Joint Surgery, 1998); Clinical evaluation
Total knee arthroplasty patients
Not applicable for this study
Mean blood flow velocity
Indications for Use
The TriplePlay-VT, model TPVT-01 (supplied with a pair of model TP-3333 "cuffs") is intended to be an easy to use portable system, prescribed by a physician, to help prevent the onset of DVT in patients by stimulating blood flow in the extremities (simulating muscle contractions). This device can be used to: - Aid in the prevention of DVT; - Enhance blood circulation; - Diminish post-operative pain and swelling; - Reduce wound healing time; - Aid in the treatment and healing of: stasis dermatitis, venous stasis ulcers, arterial and diabetic leg ulcers, chronic venous insufficiency and reduction of edema in the lower limbs. The unit can also be used as an aid in the prophylaxis for DVT by persons expecting to be stationary for long periods of time.
Device Story
Portable, battery-powered pneumatic compression system; uses electronically controlled air pump and solenoid valves to inflate single-chamber PVC cuffs. Input: user-selected output modes (leg 1, leg 2, auxiliary). Operation: pump fills cuffs to preset pressure (50 mmHg leg, 20-50 mmHg auxiliary); integrated pressure transducer monitors inflation; system software manages 60-second cycle (inflation followed by rest/deflation). Used in clinical or home settings under physician prescription. Output: intermittent pneumatic compression to stimulate blood flow. Healthcare providers use device to prevent DVT, reduce edema, and aid wound healing. Benefits: portable prophylaxis for stationary patients; aids post-operative recovery.
Clinical Evidence
No clinical testing performed on subject device. Substantial equivalence supported by literature review of predicate devices (Orthopedics 2001; Journal of Bone and Joint Surgery 1998). Studies confirm intermittent pneumatic compression efficacy in reducing postoperative DVT risk. Predicate (Venodyne) mean blood flow velocity (76.2 +/- 23.77) achieved at 43 mmHg, 11.6s fill time, and 60s cycle time, which are nearly identical to subject device default parameters.
Technological Characteristics
Microprocessor-controlled pneumatic pump; single-chamber PVC air bladders; non-woven medical fabric (sponge material) cuff covers. Powered by internal rechargeable battery or AC adapter. Connectivity: quick-disconnect air ports. Safety: integrated pressure transducer, high/low pressure alarms, low battery alarm, internal safety vent (100 mmHg). Dimensions/form factor: portable plastic case. Sterilization: supplied clean, non-sterile.
Indications for Use
Indicated for patients requiring DVT prophylaxis or treatment of venous/arterial/diabetic ulcers, stasis dermatitis, chronic venous insufficiency, and limb edema. Contraindicated in patients with suspected/active DVT, ischemic vascular disease, severe arteriosclerosis, pulmonary edema, congestive heart failure, thrombophlebitis, active infection, neuropathy, insensitive extremities, or where increased venous/lymphatic return is undesirable. Also contraindicated for use on legs with vein ligation, gangrene, dermatitis, open wounds, recent skin grafts, massive edema, or extreme deformity.
Regulatory Classification
Identification
A compressible limb sleeve is a device that is used to prevent pooling of blood in a limb by inflating periodically a sleeve around the limb.
Predicate Devices
ThermoTek, Inc., NanoTherm and VascuTherm (K061866)
Medical Compression Systems, LTD, WizAir DVT (K023573)
Dynamic Air, Inc., TravelAir Portable Compression System (K022340)
Microtek Medical, Inc., Venodyne DVT Advantage Plus (K011318)
Submission Summary (Full Text)
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# Wildcat Medical, Inc.
1638 South Main Street Tulsa, OK 74119 Telephone: 800-994-0464
JAN 2 6 2011
Section 5: 510(k) Summary
Date Prepared: October 26, 2010
510(k) Number: K | 03 | 8 7
## Sponsor
Wildcat Medical, Inc. 1638 South Main Street Tulsa, OK 74119 Phone: 800-994-0464 Fax: 918-747-1078
## Contact Person
Joe Adkins, Senior Project Engineer Phone: 216-849-7847 Email: safeguardmd(@aol.com
## Device Name
Trade Name: TriplePlay-VT Vascular Therapy System (including leg wrap cuffs) Model Number: TPVT-01 (with accessory cuffs model TP-3333) Common or Usual Name: Compressible Limb Sleeve Device Classification Name: Compressible Limb Sleeve Device Class II Product Code: JOW Regulation Number: 21 CFR 870.5800
> Model TPVT-01 Compressible Limb Sleeve Device 510(k) Submission for Wildcat Medical, Inc. October 26, 2010
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## Identification of Predicate Devices
| ThermoTek, Inc., NanoTherm and VascuTherm | K061866 |
|-------------------------------------------------------------|---------|
| Doctor's Orders, Inc., DVTCare CA5 | K061125 |
| Medical Compression Systems, LTD, WizAir DVT | K023573 |
| Dynamic Air, Inc., TravelAir Portable Compression<br>System | K022340 |
| Microtek Medical, Inc., Venodyne DVT Advantage<br>Plus | K011318 |
## Device Description
The TriplePlay-VT Vascular Therapy System is a lightweight, portable, rechargeable battery powered prescriptive device that is intended to be used by or under the direction of a medical professional to help stimulate blood flow as an aid in the prevention of deep vein thrombosis (DVT).
The system utilizes pneumatically controlled, single chamber cuffs actuated by an electronically controlled air pump unit and solenoid valves. All pump, battery and control components are protectively housed in a plastic case. A mylar control panel overlays 4 tactile touch control switches, an LED display for monitoring pressure, LED "selected function", "low battery" and "charging" indicators. There is also a port for connecting the battery charger/AC adapter plug.
The leg wrap (cuff), model TP-3333, consists of a Polyvinyl Chloride (PVC) air bladder encased inside a soft, non-woven medical fabric made from common kitchen sponge material, which is adhered to the PVC air bladder. The cuffs are supplied clean, non-sterile, packaged in pairs. One set of cuffs are supplied with the TPVT-01 system, and are also available as accessory items.
In operation, the user selects either 1 of 5 different output modes (leg 1, leg 2, auxiliary, or a combination of leg 1 + auxiliary or leg 1 + leg 2 + auxiliary). An LED corresponding to each output indicates the selected modes. Appropriate single user "cuffs" containing air bladders are connected to the unit via externally accessible plastic quick-disconnect air ports. The control unit then fills the cuffs to a pre-determined pressure (50 mmHg for the leg cuffs, with the auxiliary cuff setting being adjustable between 20 and 50 mmHg - default setting of 35 mmHg is preset for the auxiliary function). The LED that corresponds to the activated cuff flashes slowly while that cuff is being filled with air. Cuff pressure is monitored by an integrated pressure transducer and system software. Once the pressure reaches the proper level, the pump is turned OFF for a predetermined "rest" period, and the cuff deflates to ambient pressure through a valve inside the plastic case. After the "rest" period, the next cuff is sequenced, and so on. This cycle repeats until the unit is turned off.
> Model TPVT-01 Compressible Limb Sleeve Device 510(k) Submission for Wildcat Medical, Inc. October 26, 2010
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The "rest" period is internally preset to allow each cuff approximately 60 seconds between inflations in order to insure adequate relaxation time between compressions. When multiple cuff modes are selected, only one cuff is inflated at a time.
## Intended Use
The TriplePlay-VT, model TPVT-01 is intended to be an easy to use portable system, prescribed by a physician, to help prevent the onset of DVT in patients by stimulating blood flow in the extremities (simulating muscle contractions). This device can be used to:
- Aid in the prevention of DVT; .
- . Enhance blood circulation;
- . Diminish post-operative pain and swelling;
- Reduce wound healing time; .
- Aid in the treatment of: stasis dermatitis, venous stasis ulcers, arterial and diabetic leg . ulcers, chronic venous insufficiency and reduction of edema in the lower limbs;
- As a prophylaxis for DVT by persons expecting to be stationary for long periods of time. .
## Contraindications
The TriplePlay-VT, model TPVT-01 must not be used to treat the following conditions:
- Persons with suspected, active or untreated: deep vein thrombosis, ischemic vascular . disease, severe arteriosclerosis, pulmonary edema, congestive heart failure, thrombophlebitis or an active infection;
- . On a leg where cuffs would interfere with the following conditions: vein ligation, gangrene, dermatitis, open wounds, a recent skin graft, massive edema or extreme deformity of the leg;
- . On patients with neuropathy:
- On extremities that are insensitive to pain; .
- Where increased venous or lymphatic return is undesirable; .
#### Comparison of Indications
The Indications for Use for the TriplePlay-VT Vascular Therapy system are the same as those for the predicate devices listed on the previous page.
## Substantial Equivalence of Technological Characteristics
The TriplePlay-VT Vascular Therapy system is equivalent to the predicate devices listed in function and operating principals to achieve identical results. All systems (VascuTherm-K061866, DVTCare CA5-K061125, WizAir DVT-K023573, TravelAir-K022340 and Venodyne DVT Advantage-K011318) utilize microprocessor controlled pumps to deliver approximately 50 mmHg of pressurized air to bladders that are attached to the patient's lower limbs, using a cycle
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time of approximately 60 seconds / leg. Each cycle consists of inflation of a bladder, followed by a rest period during which the bladder deflates and the limb relaxes without any compression. If more than one wrap is being used, the additional bladders are cycled during the rest period of the first bladder, keeping a constant cycle time of approximately 60 seconds for each.
Multiple audible and visual safety alarms are built into the system, similar to those built into the VascuTherm and DVTCare CA5, including; High and low pressure alarms, low battery alarm and system malfunction overpressure safety via an internal safety vent switch with a release pressure of 2 psi (approximately 100 mmHg).
Cycle and maximum fill times are factory preset and cannot be changed. The default settings are similar to predicate devices in fill time, cycle time and pressure settings. Like the DVTCare CA5, the TriplePlay-VT includes provisions for an auxiliary third wrap to be used by physicians as may be needed in patient therapy. This third AUX outlet provides the same intermittent pneumatic compression as does the Leg 2 outlets. Both units allow the pressure setting for the auxiliary wrap to be adjusted from 20 mmHg to 50 mmHg (default setting 35 mmHg) for maximum patient comfort. The default pressure setting for the leg wraps is factory preset at approximately 50 mmHg for both units. This default setting cannot be adjusted on the TriplePlay-VT system.
The TriplePlay-VT system uses similar means for pressure delivery to the cuffs as the predicate devices. Pressurized air is delivered by the pump to the cuffs via flexible, plastic air tubes connected to the plastic pump / control unit by means of locking, quick disconnect couplings. Like the DVTCare CA5 and VascuTherm, the TriplePlay-VT cuffs, model TP-3333, are comprised of single bladder PVC chambers encased in a covering of soft, non-latex, nonwoven medical fabric made from common kitchen sponge material for increased patient comfort and biocompatibility compliance.
As with the WizAir DVT and TravelAir systems, the microprocessor and pump units are powered by internal rechargeable batteries, and can be connected to the main AC power line (through the battery charger / AC adaptor) while in use, allowing uninterrupted prolonged service.
## Non-Clinical Testing
Non-clinical validation, including electrical safety, EMC, mechanical integrity, environmental and life cycle testing have shown that the TriplePlay-VT Vascular Therapy System has performance characteristics substantially equivalent to or surpassing those of the listed predicate devices. In-house bench testing has verified equivalent pressure delivery, cuff (bladder) fill time, cycle time and overall system operation as the predicate devices listed.
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## Clinical Testing
No clinical testing was performed on the TriplePlay-VT Vascular Therapy System, however test results of some predicate devices have been compared in the following published clinical studies:
- Evaluation of Intermittant Pneumatic Compression Devices (Orthopedics 24(3):257-261, . 2001);
- . Venous hemodynamics after total knee arthroplasty: Evaluation of active dorsal to planar flexion and several mechanical compression devices (Journal of Bone and Joint Surgery, November 1998)
The summary conclusions of both studies state that the use of intermittent pneumatic compression devices is useful in decreasing the risk of postoperative DVT. The Venodyne model used in the studies produced a mean blood flow velocity of 76.2 +/- 23.77 using an average inflation pressure of 43 mmHg, a fill time of 11.6 seconds and a total cycle time of 60 seconds. In that these values are nearly identical to the corresponding default parameters used by the TriplePlay-VT Vascular Therapy System, and the methods of pressure delivery and operation are identical in both systems, substantial equivalence is concluded.
## Summary Conclusion
Per the requirements of 21 CFR 807, surrogate clinical data, non-clinical validation testing and the information provided in the accompanying 510(k) submission, Wildcat Medical, Inc. concludes that the TriplePlay-VT model TPVT-01 (with accessory cuffs model TP-3333) is safe, effective and performs in a manner that is substantially equivalent to the predicate devices listed.
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Image /page/5/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" written around the perimeter. Inside the circle is a stylized image of an eagle with its wings spread.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Room -WO66-G609 Silver Spring, MD 20993-0002
Wildcat Medical, Inc. c/o Joe Adkins, Sr. Project Engineer Safeguard Manufacturing & Development Co. 284 Ridge Road Hinckley, Ohio 44233
JAN 2 6 201
Re: K103187
TriplePlay - VT (TPVT-01) and leg cuff (TP-3333) Regulation Number: 21 CFR 870.5800 Regulation Name: Compressible Limb Sleeve Regulatory Class: Class II Product Code: JOW Dated: October 26, 2010 Received: October 28, 2010
Dear Mr. Adkins:
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.
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Page 2 – Mr. Joe Adkins
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 vour 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.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please go to http://www.fda.gov/AboutFDA/CentersOffices/CDRH/CDRHOffices/ucm115809.htm for the Center for Devices and Radiological Health's (CDRH's) Office of Compliance. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to
http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
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 (301) 796-7100 or at its Internet address http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours
Sincerely yours,
Bram D. Zuckerman, M.D. Director Division of Cardiovascular Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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#### Section 4: Indications for Use Statement
## 510(k) # K 103187
## Indications for Use:
The TriplePlay-VT, model TPVT-01 (supplied with a pair of model TP-3333 "cuffs") is intended to be an easy to use portable system, prescribed by a physician, to help prevent the onset of DVT in patients by stimulating blood flow in the extremities (simulating muscle contractions). This device can be used to:
- Aid in the prevention of DVT; .
- Enhance blood circulation; .
- Diminish post-operative pain and swelling; .
- . Reduce wound healing time;
- Aid in the treatment and healing of: stasis dermatitis, venous stasis ulcers, arterial and . diabetic leg ulcers, chronic venous insufficiency and reduction of edema in the lower limbs.
The unit can also be used as an aid in the prophylaxis for DVT by persons expecting to be stationary for long periods of time.
Prescription Use: X (Part 21 CFR 801 Subpart D) AND/OR
## Over-The-Counter Use: (Part 21 CFR 807 Subpart C)
(PLEASE DO NOT WRITE BELOW LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
W. Wood
iovascular Devices
510(k) Number K103687
Model TPVT-01 Compressible Limb Sleeve Device 510(k) Submission for Wildcat Medical, Inc. October 26, 2010
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.