K073557 · Corscience GmbH & Co. KG · HCC · Feb 28, 2008 · Neurology
Device Facts
Record ID
K073557
Device Name
EEG NEUROAMP, MODEL CS10137
Applicant
Corscience GmbH & Co. KG
Product Code
HCC · Neurology
Decision Date
Feb 28, 2008
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.5050
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The EEG NeuroAmp is intended for biofeedback and relaxation purposes. To perform its intended function it must be used in combination with a computer and appropriate software. For purposes of this training task, information for feedback may be derived from one or two channels of EEG and from as many as three channels of peripheral physiology measures such as are conventionally used in biofeedback. The EEG NeuroAmp is intended to be used in the office by trained professionals who can ensure sound handling practices. The EEG NeuroAmp is not intended for diagnostic purposes. Federal law restricts this device to sale by or on the order of a physician or any other practitioner licensed by the State in which he practices to use or order the use of the device.
Device Story
EEG NeuroAmp serves as a high-performance interface between a client and a clinician's computer for EEG and peripheral biofeedback therapy. It accepts inputs from two EEG channels and three peripheral physiology channels (e.g., GSR, temperature via thermistor or infrared probe). The device features a built-in impedance meter with LED bar display to ensure electrode contact quality and includes notch filters to cancel power line interference. It provides audio, visual, or tactile feedback signals to the user. Used in clinical office settings, the device is operated by trained professionals. The clinician monitors the output via the Cygnet software, which displays real-time biofeedback data and alerts the clinician to 60-Hz contamination or poor electrode contact. By providing feedback on electrical brain activity and peripheral physiological measures, the device assists the patient in learning to control their physiological state to promote relaxed alertness.
Clinical Evidence
Bench testing only. Compliance with IEC 60601-1 (electrical safety) and IEC 60601-1-2 (EMC) confirmed. Biocompatibility testing for the pIRx3 sensor housing and elastic belt performed per ISO 10993-1; housing passed all tests, while the cotton belt passed dermal irritation and sensitization tests but is restricted to intact skin.
Technological Characteristics
Class II biofeedback device. 2-channel EEG amplifier (quasi-DC coupled, low-noise) and 3-channel peripheral sensor interface. 13-bit ADC resolution. 5th order Butterworth anti-aliasing filter. USB-powered with galvanic isolation. Impedance meter with LED bar display. Optional pIRx3 infrared temperature sensor. Connectivity via USB to PC running Cygnet software.
Indications for Use
Indicated for biofeedback and relaxation training in office settings by trained professionals. Not for diagnostic use.
Regulatory Classification
Identification
A biofeedback device is an instrument that provides a visual or auditory signal corresponding to the status of one or more of a patient's physiological parameters (e.g., brain alpha wave activity, muscle activity, skin temperature, etc.) so that the patient can control voluntarily these physiological parameters.
Special Controls
*Classification.* Class II (special controls). The device is exempt from the premarket notification procedures in subpart E of part 807 of this chapter when it is a prescription battery powered device that is indicated for relaxation training and muscle reeducation and prescription use, subject to § 882.9.
{0}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
K073557
#### 510(K) SUMMARY 5
### General Information
#### Applicant 5.1
Date: February 06, 2008
- Corscience GmbH & Co. KG Name:
- Address: Henkestr. 91 D-91052 Erlangen Germany
# Contact person in the U.S.:
Address
Telephone: FAX: E-Mail:
Contact person in Germany: Telephone: FAX: E-Mail:
Patrik R. Karem
SOMNO TECH, L.L.C. 700-706 Seco Rd. Monroeville, PA 15146 412 - 372 - 8571 412 — 372 — 8575 rpkarem@somnotech.com
### Christine Baumann 01149 9131 977986 – 25 01149 9131 977986 - 59 baumann@corscience.de
Signature: C. Baumann
#### 5.2 Trade Name
EEG NeuroAmp
## 5.3 Common Name or Classification Name
Biofeedback device
#### 5.4 Establishment Registration Number
3005488716
FEB 28 2003
{1}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
#### Facility Address 5.5
Corscience GmbH & Co. KG Henkestr. 91 D-91052 Erlangen Germany
#### 5.6 Device Classification
#### 5.6.1 Classification
This is a class II device
#### 5.6.2 Classification panel
Panel: neurology Product Code HCC
#### 5.6.3 Regulation Number
882.5050
.
#### 5.7 Reason for Premarket Notification
Approval of biofeedback device and computer software. Included in this premarket notification is the peripheral temperature sensor plRx3 as optional accessory. This sensor measures forehead temperature and thus supports conventional thermal biofeedback.
The device has been exempt, but is not any longer because power supply is changed from batterysupply to supply via serial (USB-) port of the therapist computer.
#### 5.8 Predicate Devices Descriptions
Names 5.8.1
ProComp BrainMaster
#### 5.8.2 Predicate Device Companies
Thought Technology Ltd., Montreal, Canada BrainMaster Technologies, Inc., Oakwood Village, OH 44146, formerly: Cleveland, OH 44124
#### 5.8.3 Predicate Device 510(k)#
ProComp: K903497 BrainMaster: K990538
{2}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
#### Device Description 5.9
The purpose of the EEG NeuroAmp is to act as user-friendly high-performance interface between client and clinician computer for EEG biofeedback) and/or peripheral biofeedback therapy. The EEG NeuroAmp contains four function blocks:
- 1. EEG amplifier, two channels, aligned and high-resolution
- 2. Built-in impedance meter for five electrodes helps achieve good electrode contact and warns if electrodes are worn out
- 3. Peripheral sensor amplifiers, three channels, allow measurement of peripheral biofeedback signals such as GSR (Galvanic Skin Response) and temperature. The latter may be by means of a contact probe (thermistor) or non-contact infrared thermal sensor (infrared thermometer).
- 4. An output for audio/visual/tactile feedback
EEG NeuroAmp provides the following characteristics:
- . Easy to use
- Power supply via serial PC-port .
- Impedance Meter: .
- Wide impedance range
- Cancellation of electrode galvanic voltages
- Cancellation of power line pick-up (notch filters)
- Bright easy-to-read LED bar display
- Balance display for optimum EEG signal noise reduction
- EEG Amplifier .
- Low-noise, quasi DC coupled
- Fast settling time
- High-performance filters for optimum anti-aliasing
- Peripheral Sensor Interface .
- Supply of power for active sensors
- High performance filters for optimum noise suppression
- . Optional peripheral temperature sensor pIRx3 as accessory
- . Audio/Visual/Tactile Output
- DC -2.5 to +2.5V
- AC 1 ... 250Hz, max 5Vss
User manuals with detailed descriptions of NeuroAmp, computer software Cygnet, and optional accessory plRx3 are submitted in section 13 "Proposed Labeling".
{3}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
## 5.10 Intended Use Statement
The EEG NeuroAmp is intended for biofeedback and relaxation purposes. To perform its intended function it must be used in combination with a computer and appropriate software.
For purposes of this training task, information for feedback may be derived from one or two channels of EEG and from as many as three channels of peripheral physiology measures such as are conventionally used in biofeedback.
The EEG NeuroAmp is intended to be used in the office by trained professionals who can ensure sound handling practices.
The EEG NeuroAmp is not intended for diagnostic purposes.
### 5.11 Required Components
- EEG NeuroAmp .
- Software Cygnet .
- . User manuals
### Optional accessory
- Passive infrared temperature sensor pIRx3 .
- . User manual for plRx3
{4}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
# 5.12 Summary Table of Comparisons
| Parameter | EEG NeuroAmp | Predicate Device<br>ProComp | Predicate Device<br>BrainMaster 2E |
|------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Intended Use | The EEG NeuroAmp is<br>intended for biofeedback and<br>relaxation purposes. To<br>perform its intended function<br>it must be used in<br>combination with a computer<br>and appropriate software<br>(Cygnet).<br>For purposes of this training<br>task, information for<br>feedback may be derived<br>from one or two channels of<br>EEG and from as many as<br>three channels of peripheral<br>physiology measures such<br>as are conventionally used in<br>biofeedback.<br>The EEG NeuroAmp is<br>intended to be used in the<br>office by trained<br>professionals who can<br>ensure sound handling<br>practices.<br>The EEG NeuroAmp is not<br>intended for diagnostic<br>purposes. | Biofeedback, relaxation<br>and muscle re-education<br>purposes. | The Brainmaster 2E is<br>indicated for relaxation<br>training using alpha EEG<br>Biofeedback. In the<br>protocol for relaxation,<br>Brainmaster provides a<br>visual and/or auditory<br>signal that corresponds<br>to the patient's increase<br>in alpha activity as an<br>indicator of achieving a<br>state of relaxation. |
| Power supply | Power supply via USB port<br>(galvanic isolation according<br>to IEC 60601-1) | 4 AA batteries, single-use<br>or rechargeable | Rechargeable batteries |
| Software | Cygnet | Biograph | BMT |
| No. of input channels | 5 | 8 | 2 |
| No. of output<br>channels | 1 | 0 | 0 |
| ADC resolution | 13 bit | 14 bit | 8 bit |
| Anti-aliasing filter | 5th order Butterworth | 5th order Butterworth | none |
| DC gain accuracy | ±1% | ±0.5% | ±5% |
| DC offset | +1 LSB | +3 LSB | +4 LSB |
| Parameter | EEG NeuroAmp | Predicate Device<br>ProComp | Predicate Device<br>BrainMaster 2E |
| Bandwidth (3dB) and<br>sample rate | EEG amplifier<br>(2 channels):<br>0.08 Hz (1st order roll-off)<br>...70 (5th order roll-off)<br>Sample rate for 50Hz line:<br>1000 sps<br>Sample rate for 60Hz line:<br>960 sps<br>Subsample rate = sample<br>rate / 4 (250/240)<br>Peripheral Amplifier<br>(3 channels):<br>DC ... 10Hz<br>Same sampling rate scheme | DC - 512Hz @ 2048<br>samples/second<br>DC - 64Hz @ 256<br>samples/second<br>DC - 64Hz @ 200<br>samples/second<br>DC - 8Hz @ 32<br>samples/second<br>DC - 8Hz @ 20<br>samples/second<br>(depending on channel) | 0.8 - 40 Hz<br>120 sps |
| Full-scale input<br>range, DC | $\pm$ 250 mV | 2.8V ± 1.696V | ±0.8 V |
| Overvoltage warning | yes | no | no |
| Impedance<br>measurement EEG<br>electrodes<br>(electrode contact<br>quality) | Both channels<br>simultaneously; displayed by<br>colored LED bars on device | One channel after the<br>other; displayed only on the<br>software | No impedance<br>measurement |
| Common-Mode<br>Rejection Ratio<br>(CMRR) - EEG<br>sensor only | >130 dB | > 130 dB | > 100 dB |
| Temperature<br>sensor (Accessory) | | | |
| Temperature range | 29°C - 43°C or 84°F - 109°F | 10°C - 45°C (50°F - 115°F) | n.a. |
| Accuracy | < 1°K | ±1.0°C (±1.8°F) at<br>20°C - 40°C (68°F - 104°F) | n.a. |
{5}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
All three devices are intended for EEG biofeedback (neurofeedback). EEG biofeedback is a process that is intended to help the client to control his own state through shaping electrical brain activity in a manner that promotes a state of relaxed alertness. The NeuroAmp and the predicate device Procomp can also be used with other conventional biofeedback sensors. ProComp can be operated with a wider range of sensors than the NeuroAmp, e.g. with sensors intended for performing muscle reeducation. Therefore, the intended use of the NeuroAmp does not include biofeedback for the purpose of muscle reeducation, as that term is conventionally understood (application to spinal cord injury, etc). On the other hand, simply training the person toward a relaxed and alert state also has implications for regulation of the motor system. A trainee is likely to also feel motorically calmed.
The differences in technological characteristics between EEG NeuroAmp and the predicate devices ProComp and Brainmaster can be summarized as follows:
- Power supply via USB-port (5V) instead of battery supply (in the case of the Procomp) .
{6}------------------------------------------------
| Title | Premarket Notification for EEG NeuroAmp |
|---------------|-----------------------------------------|
| Document Name | NeuroAmp_510(k).doc |
| Issue | 1.1 |
| Date | Feb.06.2008 |
| | Corscience GmbH & Co. KG |
- Results of electrode contact measurement (impedance check) are displayed directly on the . device
- The impedance measurement needs to be engaged explicitly, and is disabled during EEG . neurofeedback. This feature differentiates the EEG NeuroAmp from the current Brainmaster, where the impedance measurement is continuous throughout.
- . The device monitors galvanic voltages throughout the training process.
- The bandwidth extends to lower EEG frequencies. .
- The temperature range of the pIRx3 is narrower than that of the Procomp temperature sensor, . but is totally sufficient for measuring forehead temperature.
The fact that the EEG NeuroAmp is powered via the serial port of the therapist computer does not affect safety or effectiveness because the device is galvanically isolated from the computer by means of a medical grade isolating transformer and has shown full compliance to IEC 60601-1.
Since qood electrode contact quality is essential for effective EEG-biofeedback therapy, the easy-touse impedance measurement function of the NeuroAmp contributes to clinical success.
The software provides for continuous monitoring of any 60-Hz contamination of the EEG, as an index to contact quality throughout the biofeedback process. The clinician is alerted on screen whenever criteria are violated.
The NeuroAmp extends the bandwidth to lower frequencies than typical EEG amplifiers because these have turned out to be of biological interest as well.
### 5.13 Summary of Device Testing
The EEG NeuroAmp and its optional accessory plRx3 have been tested according to IEC 60601-1 and IEC 60601-1-2 by accredited laboratories and have shown full compliance to these standards and the other standards listed in chapter 9 of this 510(k).
The software was tested as described in section 16 "Software".
The optional accessory "passive infrared temperature sensor plRx3" has been tested according to ISO 10993-1 by an FDA recognized testing laboratory according to GLP standards. The housing material and the elastic belt that fastens the device to the head have both been tested.
The elastic belt conforms to the German "Oko-Tex-Standard" which is a quality mark for clothing regarding certain residues. The belt is made of cotton and therefore did not pass the test for cytotoxicity. Due to this effect the belt is suitable for use on intact skin only. It did pass the tests for dermal irritation and sensitization. Normally, there is hair between the blient's skin, unless the client is bald.
The housing material has passed all tests. It shows full compliance to the standard 10993-1. See also section 15 "Biocompatibility".
### 5.14 Conclusions
Based on the above, Corscience GmbH & Co. KG concludes, that EEG NeuroAmp is substantially equivalent to legally marketed predicate devices and iffective for its intended use, and performs as well as or better than the predicate devices.
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Image /page/7/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a circular seal with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES • USA" around the perimeter. Inside the circle is a stylized image of an eagle or bird-like figure, represented by three curved lines that suggest the head, body, and tail feathers.
Public Health Service
FEB 28 2008
Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850
Corscience GmbH & Co. KG % Ms. Christine Baumann Henkestrasse 91 91052 Erlangen GERMANY
Re: K073557
Trade/Device Name: EEG NeuroAmp Regulation Number: 21 CFR 882.5050 Regulation Name: Biofeedback Device Regulatory Class: Class II Product Code: HCC Dated: December 12, 2007 Received: December 19, 2007
Dear Ms. Baumann:
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.
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 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); 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.
{8}------------------------------------------------
Page 2 – Ms. Christine Baumann
This letter will allow you to begin marketing your device as described in your Section 510(k) 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 the market.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Center for Devices and Radiological Health's (CDRH's) Office of Compliance at (240) 276-0120. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21CFR Part 807.97). For questions regarding postmarket surveillance, please contact CDRH's Office of Surveillance and Biometric's (OSB's) Division of Postmarket Surveillance at (240) 276-3474. For questions regarding the reporting of device adverse events (Medical Device Reporting (MDR)), please contact the Division of Surveillance Systems at (240) 276-3464. 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.
Sincerely yours,
Mark N Wilkerson
Mark N. Melkerson Director Division of General, Restorative and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
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| | CENTER FOR DEVICES AND RADIOLOGICAL HEALTH<br>1 Page ODRH Home Page Search CDRH A-Z Index Con |
|----------------------------|-------------------------------------------------------------------------------------------------------|
| | Indications for Use |
| <10/1) Number (if Imaism). | |
EEG NeuroAmp Device Name:
Indications for Use:
The EEG NeuroAmp is intended for biofeedback and relaxation purposes. To perform its intended function it must be used in combination with a computer and appropriate software.
For purposes of this training task, information for feedback may be derived from one or two channels of EEG and from as many as three channels of peripheral physiology measures such as are conventionally used in biofeedback.
The EEG NeuroAmp is intended to be used in the office by trained professionals who can ensure sound handling practices.
The EEG NeuroAmp is not intended for diagnostic purposes.
"Federal law restricts this device to sale by or on the order of a physician or any other practitioner licensed by the State in which he practices to use or order the use of the device."
Yes Prescription Use (Part 21 CFR 801 Subpart D)
AND/OR
Over-The-Counter Use (21 CFR 801 Subpart C)
(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE OF NEEDED)
Concurrence of CDRH, Office of Device Evaluation (ODE)
(Division Sign-Off Division of General, Restorative, and Neurological Devices
http://www.fda.gov/odrh/ode/indicate.html
510(k) Number
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.