Reaxon® Plus is indicated for repair of peripheral nerve discontinuities up to 10 mm and where gap closure can be achieved by flexion of the extremity.
Device Story
Reaxon® Plus is a flexible, transparent, chitosan-based tubular nerve guide; provides protective environment for axonal growth across peripheral nerve gaps. Used by surgeons in clinical settings for nerve repair. Device is hydrated, then placed over nerve ends; provides physical conduit to guide regeneration. Benefits include protection of nerve site and structural support during healing. Device is bioresorbable, eliminating need for secondary removal surgery. Healthcare providers use device to bridge nerve discontinuities; output is physical support for nerve tissue. Device is provided sterile for single use.
Clinical Evidence
No human clinical data. Evidence consists of bench testing and animal studies. Biocompatibility: cytotoxicity, acute systemic toxicity, sensitization, irritation/intracutaneous reactivity, subacute toxicity, implantation (rabbit muscle), pyrogenicity, and genotoxicity (bacterial reverse mutation, mouse lymphoma, mouse peripheral blood micronucleus) all met ISO 10993 requirements. Long-term implantation study in rat sciatic nerve (10 mm defect) demonstrated slow degradation, mild tissue response, and stability up to 77 weeks. Bench testing confirmed suture retention strength and compression/rebound resistance comparable to predicate.
Technological Characteristics
Chitosan-based tubular nerve guide; bioresorbable. Dimensions: 2.1-6.0 mm inner diameter, 30 mm length. Sterilization: Ethylene Oxide (EO). Biocompatibility: ISO 10993 compliant. Mechanical properties: suture retention and transverse compression resistance.
Indications for Use
Indicated for repair of peripheral nerve discontinuities up to 10 mm where gap closure is achievable via extremity flexion.
Regulatory Classification
Identification
A nerve cuff is a tubular silicone rubber sheath used to encase a nerve for aid in repairing the nerve (e.g., to prevent ingrowth of scar tissue) and for capping the end of the nerve to prevent the formation of neuroma (tumors).
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Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a stylized caduceus symbol, which is a staff with two snakes coiled around it. The symbol is surrounded by the words "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" in a circular arrangement. The logo is black and white.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
December 2, 2015
MEDOVENT GmbH Dr. Thomas Freier CEO Friedrich-Koenig-Str. 3 D-55129 Mainz, Germany
Re: K143711
Trade/Device Name: Reaxon® Plus Regulation Number: 21 CFR 882.5275 Regulation Name: Nerve Cuff Regulatory Class: Class II Product Code: JXI Dated: October 29, 2015 Received: November 2, 2015
Dear Dr. Freier:
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 devicerelated 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/ResourcesforYou/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
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 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/ResourcesforYou/Industry/default.htm.
Sincerely yours,
Carlos L. Pena -S
Carlos L. Peña, PhD, MS Director Division of Neurological and Physical Medicine Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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# Indications for Use
510(k) Number (if known) K143711
Device Name Reaxon® Plus
#### Indications for Use (Describe)
Reaxon® Plus is indicated for repair of peripheral nerve discontinuities up to 10 mm and where gap closure can be achieved by flexion of the extremity.
| Type of Use (Select one or both, as applicable) | |
|-----------------------------------------------------------------------------|-------------------------------------------------------------------------------|
| <div> <span> </span> Prescription Use (Part 21 CFR 801 Subpart D) </div> | <div> <span> Over-The-Counter Use (21 CFR 801 Subpart C) </span> </div> |
#### 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:
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| MED◎VENT GmbH | | |
|---------------|--------------------|--|
| | Implants that care | |
Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany Tel. +496131-61769-0, Fax +496131-6176929 mail@medovent.com
Reaxon® Plus
510(k) Summary
Page 1 of 9
(as required by 21 CFR 807.92)
| A. Submitted by: | MEDOVENT GmbH Friedrich-Koenig-Str. 3 D-55129 Mainz Germany Phone: +49 6131 617 690 Fax: +49 6131 617 6929 mail@medovent.com |
|--------------------------------|------------------------------------------------------------------------------------------------------------------------------|
| B. Date Prepared: | Oct/16/2015 |
| C. Contact Person: | Dr. Thomas Freier CEO Phone: + 49 6131 617 690 |
| D. Product Name: | Reaxon® Plus |
| E. Common Name: | Nerve Guide |
| F. Classification number/name: | 21 CFR 882.5275 / Nerve Cuff |
| G. Product Code: | JXI |
#### H. Device description:
Reaxon® Plus is a flexible and transparent chitosan based implant designed for repair of peripheral nerve discontinuities up to 10mm and where gap closure can be achieved by flexion of the extremity.
Reaxon® Plus was developed to provide a protective environment for axonal growth across a nerve gap. When hydrated, Reaxon® Plus is an easy to handle, soft, pliable, transparent chitosan tube. Reaxon® Plus is provided sterile, non-pyrogenic, for single use in double blister packages in a variety of sizes as shown below.
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Page 2 of 9
Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
(as required by 21 CFR 807.92)
510(k) Summary
| Item number | RP321 | RP330 | RP340 | RP350 | RP360 |
|---------------------------------------------------|---------------|---------------|---------------|---------------|---------------|
| Inner diameter (mm) | 2.1 | 3.0 | 4.0 | 5.0 | 6.0 |
| Length (mm) | 30 | 30 | 30 | 30 | 30 |
| Schematics of the ID<br>(mm) of each size | Image: circle | Image: circle | Image: circle | Image: circle | Image: circle |
| Real picture of each<br>model of Reaxon®<br>Plus. | | | | | |
#### I. Intended Use:
Under supervision of a healthcare professional
- Reaxon® Plus is indicated for repair of peripheral nerve discontinuities up to ● 10 mm and where gap closure can be achieved by flexion of the extremity.
# J. Predicate Device:
Reaxon® Plus is substantially equivalent in function and intended use to:
- . NeuraGen® Nerve Guide, which is a tubular device designed for repair of peripheral nerve discontinuities. Like the predicate device, Reaxon® Plus is provided sterile, for single use only. Reaxon® Plus and NeuraGen® Nerve Guide are both manufactured from bioresorbable materials. Reaxon® Plus meets ISO 10993 requirements for biocompatibility.
A table of comparative features may be found below.
| Parameter | Device | Predicate Device |
|---------------------|----------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------|
| Device name | Reaxon® Plus | NeuraGen® Nerve Guide |
| Company Name | Medovent GmbH | Integra LifeSciences<br>Corporation |
| 510(k) # | K143711 | K011168 |
| Material | Chitosan | Collagen |
| Indications For Use | Repair of peripheral nerve<br>discontinuities up to 10 mm<br>and where gap closure can | Repair of peripheral nerve<br>discontinuities and where<br>gap closure can be achieved |
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Image /page/5/Picture/0 description: The image shows the logo for MEDOVENT GmbH. The logo is black with a yellow circle in the middle of the word MEDOVENT. Below the company name is the tagline "Implants that care" in a smaller, gray font.
510(k) Summary
(as required by 21 CFR 807.92)
| | be achieved by flexion of | by flexion of the extremity. |
|----------------------|---------------------------|------------------------------|
| | the extremity. | |
| Packaging | Double blister | Double blister |
| Sterilization Method | EO | EO |
As indicated in the table of comparative features above, the difference between Reaxon® Plus and the predicate device is the material. As Reaxon® Plus is based on chitosan, the predicate device is based on collagen. Both chitosan and collagen are natural, animal-derived polymers that are biocompatible and biodegradable. In both Reaxon® Plus and the predicate device, the material is processed into sterile tubular nerve guides.
Given the difference between Reaxon® Plus and the predicate device, in vitro and in vivo biocompatibility testing according to ISO 10993 standards, long term implantation and bench tests on Reaxon® Plus have been performed to be used to establish substantial equivalence. These tests proved that Reaxon® Plus has a similar safety and effectiveness as its predicate device NeuraGen® Nerve guide.
Below there is a summary of each study that was performed.
# Cytotoxicity
Purpose: To evaluate in vitro the cytotoxicity potential of Reaxon® Plus.
Method: A single preparation of the test article was extracted in single strength Minimum Essential Medium (IX MEM) at 37°C for 24 hours. Triplicate monolayers of L-929 mouse fibroblast cells were dosed with each extract and incubated at 37°C in the presence of 5% CO2 for 48 hours. Following incubation, the monolayers were examined microscopically for abnormal cell morphology and cellular degeneration.
Result: No cytotoxicity. No evidence of cell lysis or toxicity. The test article extract met the requirements of the test since the grade was less than a grade 2 (mild reactivity).
# Acute systemic toxicity
Purpose: To evaluate for acute systemic toxicity in mice.
Method: A single dose of the extract of the test article was injected into a group of five animals, which were observed for signs of systemic toxicity immediately after injection and at 4, 24, 48 and 72 hours after injection. Body weights were recorded prior to dosing and on days 1, 2 and 3.
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Image /page/6/Picture/0 description: The image shows the logo for MEDOVENT GmbH, a company that specializes in implants. The logo is black and white, with the word "MEDOVENT" in bold letters. The "O" in MEDOVENT is a yellow circle. Below the company name is the tagline "Implants that care" in a smaller, gray font.
Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
510(k) Summary
Page 4 of 9
(as required by 21 CFR 807.92)
Result: There was no mortality or evidence of systemic toxicity from the extracts injected into mice. Each test article extract met the requirements of the study.
#### Sensitization
Purpose: to evaluate the potential of the test article to cause delayed dermal contact sensitization in the guinea pig maximization test.
Method: The test article was extracted in 0.9% sodium chloride USP and sesame oil, NF. Each extract was intradermally injected and occlusively patched to ten test guinea pigs (per extract). The extraction vehicle was similarly injected and occlusively patched to five control guinea pigs (per vehicle). Following a recovery period, the test and control animals received a challenge patch of the appropriate test article extract and the vehicle control. All sites were scored for dermal reactions at 24 and 48 hours after patch removal.
Result: The test article extracts showed no evidence of causing delayed dermal contact sensitization in the guinea pig. The test article was not considered a sensitizer in the guinea pig maximization test.
# Irritation/Intracutaneous reactivity
Purpose: To evaluate for the potential to cause irritation following intracutaneous injection in rabbits.
Method: A 0.2 mL dose of the appropriate test article extract was injected intracutaneously into five separate sites on the right side of the back of each of three animals. The injection sites were observed immediately after injection. Observations for erythema and edema were conducted at 24, 48, and 72 hours after injection.
Result: No irritation. The test article met the requirements of the test since the difference between each test extract overall mean score and corresponding control overall mean score was 0.0 and 0.2 for the Sodium chloride and Sesame Oil test extracts, respectively.
#### Subacute toxicity
Purpose: The test articles were surgically implanted in rats to evaluate the potential systemic toxicity and local tissues response at the implantation site.
Method: Animals were observed for overt signs of toxicity. Detailed clinical examinations were conducted at pretreatment, weekly and at termination. A microscopic evaluation of the implantation sites and collected organs was conducted.
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Image /page/7/Picture/0 description: The image shows the logo for MEDOVENT GmbH. The logo is in black and bold font, with the "O" in MEDOVENT represented by a yellow circle. Below the company name is the tagline "Implants that care" in a smaller, gray font.
Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
510(k) Summary
Page 5 of 9
(as required by 21 CFR 807.92)
Result: No subacute toxicity. There was no evidence of systemic toxicity from the test article following subcutaneous implantation in the rat. The test article was classified as non-irritant as compared to the control article.
# Implantation
Purpose: To evaluate the local tissue response of the test article implanted in muscle tissue of the rabbit.
Method: The test article and negative control were intramuscularly implanted and animals were euthanized 12 weeks later. Muscle tissues were excised and the implant sites examined macroscopically. A microscopic evaluation of representative implant sites from each animal was conducted to further define any tissue response.
Result: The macroscopic reaction was not significant as compared to the negative control article. Microscopically, the test article was classified as a non-irritant as compared to the negative control article.
# Pyrogenicity
Purpose: To evaluated in the rabbit the potential for material mediated pyrogenicity.
Method: A single dose of 10 mL/kg was intravenously injected via the marginal ear vein into each of three animals. Rectal temperatures were measured and recorded prior to injection and at 30 minute intervals between 1 and 3 hours after injection.
Result: Non-pyrogenic. The total rise of rabbit temperatures during the 3 hour observation period was within acceptable USP limits. The test article was judged as non-pyrogenic.
# Genotoxicity
# Bacterial Reverse Mutation Study
Purpose: To evaluate whether a test article extract would cause mutagenic changes in Salmonella typhimurium tester strains TA98, TA100, TA1535, and TA1537, and Escherichia coli tester strain WP2uvrA in the presence and absence of mammalian metabolic activation.
Method: Tubes containing molten top agar were inoculated with culture from one of the five tester strains, along with the DMSO or saline extract. An aliquot of sterile water for injection or rat liver S9 homogenate, providing metabolic activation, was added. The mixture was poured across triplicate plates. Parallel testing was conducted with negative controls (extraction vehicle alone) and positive controls. The mean
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Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
510(k) Summary
Page 6 of 9
(as required by 21 CFR 807.92)
number of revertants for the test extract plates was compared to the mean number of revertants of the negative control plates for each of the five tester strains.
Result: The DMSO and saline test article extracts were considered to be nonmutagenic to S. typhimurium tester strains TA98, TA100, TA1535, and TA1537, and Escherichia coli tester strain WP2uvrA.
# Mouse Lymphoma Assay
Purpose: To evaluate whether the test article extract induced gene mutations and chromosomal damage in mammalian cells.
Method: The test article was soaked in sufficient volume (100 mL for the extraction in DMSO and 500 mL for the extraction in RPMIo) of 0.9% sodium chloride (SC) to fully cover and submerge the sample. The test article was soaked for 10 minutes. The test article was removed from the saline, weighed, placed in a tightly capped vial, and delivered to the laboratory for immediate extraction. The test article and each of the negative controls (extraction vehicle without the test article) were subjected to the extraction. The RPMIo extract was supplemented to a 3% serum concentration prior to the 4 hour treatments and to a 10% serum concentration for the 24 hour treatment. The DMSO extract was diluted to a final concentration of 1.0% with RPMI3 for the 4 hour treatments and with RPMIo for the 24 hour treatment. Each test extract and the negative control were tested in duplicate.
Result: The RPMIo and DMSO test article extracts did not cause a two-fold or greater increase in the mean mutant frequency of the L5178Y/TK* cell line either in the presence or absence of metabolic activation. The test article was not mutagenic.
# Mouse Peripheral Blood Micronucleus Study
Purpose: To evaluate the potential for a test article extract to cause damage to chromosomes or the mitotic apparatus of murine erythroblasts by measuring the frequency of micronucleated reticulocytes (MN-RETs) in mice. Erythroblasts are erythrocyte precursor cells in the bone marrow.
Method: The test article was soaked in a sufficient volume (90 mL) of 0.9% sodium chloride (SC) to fully cover and submerge the sample. The test article was soaked for 10 minutes. The test article was removed from the saline, weighed, placed in a tightly capped vial, and delivered to the laboratory for immediate extraction. Twenty two or twenty three test articles were used for each extraction. The test article was subjected to the following extraction conditions: 50℃ for 72 hours. The extracts were
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Image /page/9/Picture/0 description: The image contains the logo for MEDOVENT GmbH. The logo is in bold, black font, with the "O" in MEDOVENT represented by a golden circle. Below the company name is the tagline "Implants that care" in a smaller, gray font.
mail@medovent.com
510(k) Summary
(as required by 21 CFR 807.92)
continuously agitated during extraction. Fresh extracts were prepared for each day of dosing.
For three consecutive days, twelve mice per test article extract (six per sex) were injected intraperitoneally with the test article extracts. Similarly, six animals per sex were dosed with either the appropriate vehicle as the negative control or methyl methanesulfonate as a positive control. All animals were observed immediately following dosing and daily for assessment of general health. On day 4, blood was collected from the tail veins and reticulocytes were evaluated for the presence of micronuclei by flow cytometry.
Result: The test article extracts did not induce micronuclei in mice.
# Long term implantation of Reaxon® Plus
Purpose: To evaluate the long term stability and tolerance of the implanted Reaxon® Plus.
Method: Reaxon® Plus was implanted in Wistar rats in a 10 mm rat sciatic nerve defect. After different implantation times (12, 24, 50 and 74/77 weeks) Reaxon® Nerve Guide was explanted and properties of the tubes, the connective tissue as well as the nerve cable analyzed to evaluate tissue reactions and the stability of the implanted nerve guide.
Results: The study demonstrated a slow degradation process and very mild tissue response after implantation of Reaxon® Plus. The analysis revealed a low number of activated macrophages at the implantation site of Reaxon® Plus showing low degradation activity in the chitosan tubes with good stability and only marginal signs of degradation until 50 weeks and first significant macroscopic signs of degradation at time point 74/77 weeks. The biological tissue response to Reaxon® Plus was found to be stable already at 3 months post-implantation, confirmed by the small and further decreasing number of macrophages and thickness of the fibrotic layer at the site of implantation which are indicators for a very mild tissue response.
Based on the results presented above we conclude that Reaxon® Plus has a similar safety as its predicate device NeuraGen® Nerve Guide.
# Performance Characteristics
The mechanical and physical characteristics (bench tests) of Reaxon® Plus were evaluated in a series of tests. These tests were conducted to ensure that Reaxon® Plus possess the mechanical properties (suture retention and mechanical compression) as well as physical properties required for use in the human body. Testing has
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Image /page/10/Picture/0 description: The image contains the logo for MEDOVENT GmbH. The logo features the company name in bold, black letters, with the "O" in "MEDOVENT" represented by a golden circle. Below the company name is the tagline "Implants that care" in a smaller, gray font.
Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
510(k) Summary
Page 8 of 9
(as required by 21 CFR 807.92)
demonstrated that the nerve guide is able to hold a suture and resist repeated compression from surrounding tissues.
These tests were done in direct comparison between Reaxon® Plus and its predicate device NeuraGen® Nerve Guide.
#### Dimensional / visual inspection
Purpose: To evaluate the influence of ethylene oxide sterilization on the dimensions of Reaxon® Plus.
Method: Direct measurement of the dimensions of the tubes before and after sterilization.
Result: Dimensional analysis was completed to verify that the dimensions of the Reaxon® Plus were within specified tolerances following ethylene oxide sterilization.
#### Suture retention strength test
Purpose: To evaluate the suture retention strength of the Reaxon® Plus.
Method: After 24 hours in PBS (pH 7.4) at RT, the tubes were incubated for 1 hour at 37°C for the measurement of suture retention. One extremity of the tube was clamped at the lower clamp of the mechanical tester. A suture thread (USP 6/0 Prolene) was used to pierce the tube at 2 mm from the top extremity (in both sides of the extremity). The suture was clamped at the top clamp of the mechanical tester. The force required to pull out the thread at constant cross-head speed at 1mm/min was monitored.
Result: Suture retention strength testing was completed to verify that Reaxon® Plus has sufficient strength to resist suture pull-out under loads exceeding those anticipated in the intended use environment.
#### Compression and Rebound analysis
Purpose: To evaluate the compression and rebound properties of Reaxon® Plus.
Method: A transverse compression test was performed. After incubating the tubes for 1 h at 37°C, 1 cm of each tube was tested. A displacement perpendicular to the longitudinal axis of the conduit was applied at a crosshead speed of 1 mm/min to a final displacement of approximately 60 % of the diameter of the conduits. The force "F" versus displacement "d" is recorded.
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Friedrich-Koenig-Str. 3, D-55129 Mainz - Germany
Tel. +496131-61769-0, Fax +496131-6176929
mail@medovent.com
510(k) Summary
(as required by 21 CFR 807.92)
Result: Compression and rebound analysis was completed to verify that the Reaxon® Plus can withstand compressive forces greater than 0.25 N and it will re-open following removal of compressive forces sufficient to collapse the nerve guide.
# K. Conclusion:
Reaxon® Plus is intended for use in repair of peripheral nerve discontinuities up to 10mm and where gap closure can be achieved by flexion of the extremity.
Reaxon® Plus is flexible to accommodate movement of joint while retaining its shape and it is resistant to occlusive forces from surrounding tissue.
Reaxon® Plus has sufficient strength to resist suture pull-out under loads exceeding those anticipated in the intended use environment.
Biocompatibility studies have demonstrated Reaxon® Plus to be non-cytotoxic, nonsensitizing, non-toxic, non-pyrogenic and non-genotoxic.
Based on the results of animal studies, in vitro product characterization studies, and in vitro and in vivo biocompatibility studies, we conclude that Reaxon® Plus has a similar safety and effectiveness profile as its predicate device NeuraGen® Nerve Guide.
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.