The Chattanooga Revolution Wireless is a clinical electrotherapy device intended for use under the supervision of a Healthcare Professional. Indications for Use: As an NMES device, indications are for the following conditions: - Retarding or preventing disuse atrophy - Maintaining or increasing range of motion - Re-educating muscles - Relaxation of muscle spasms - Increasing local blood circulation - Prevention of venous thrombosis of the calf muscles immediately after surgery As a TENS device, indications are for the following conditions: - Symptomatic relief and management of chronic, intractable pain - Post-surgical and post-trauma acute pain As a pulsed mode device, indications are for the following conditions: - Relaxation of muscle spasm - Increasing local blood circulation - Retardation or prevention of disuse atrophy - Maintenance or increase of range of motion
Device Story
Chattanooga Revolution Wireless is a clinical NMES/TENS electrotherapy system. System comprises a remote control, 4 independent stimulation modules, and electrodes, stored in a docking station. Remote control interfaces with user to select programs and control stimulation intensity; communicates with modules via proprietary 2.4 GHz ISM band wireless protocol. Modules deliver electrical impulses to motor nerves via snap gel electrodes to induce muscle response or provide pain relief. Used in clinics, hospitals, nursing homes, and chiropractic offices by healthcare professionals. Output parameters (frequency, pulse width, contraction/rest times) are adjustable to achieve specific therapeutic goals like muscle pumping or atrophy prevention. Wireless design eliminates cables between remote and modules; modules are battery-powered. Output affects clinical decision-making by providing targeted muscle stimulation or pain management, potentially improving patient mobility and recovery.
Clinical Evidence
Bench testing only. No clinical data. Testing included electrical safety (IEC 60601-1), electromagnetic compatibility (IEC 60601-1-2), wireless coexistence, software verification (IEC 62304), and usability/human factors (IEC 62366).
Technological Characteristics
Battery-powered (LiPo 3.7V) NMES/TENS device. 4 independent stimulation modules communicating via 2.4 GHz proprietary RF protocol. Output: Symmetrical biphasic rectangular waveforms (VMS, VMS-FR). Compliance with AAMI/ANSI ES60601-1, IEC 60601-2-10, IEC 60601-1-2, IEC 62304, ISO 14971. Features automatic no-load trip and shut-off.
Indications for Use
Indicated for adult patients requiring NMES for disuse atrophy, ROM maintenance, muscle re-education, spasm relaxation, blood circulation, or DVT prevention; or TENS for chronic intractable, post-surgical, or post-trauma pain management. Used under supervision of a healthcare professional.
Regulatory Classification
Identification
A powered muscle stimulator is an electrically powered device intended for medical purposes that repeatedly contracts muscles by passing electrical currents through electrodes contacting the affected body area.
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Image /page/0/Picture/0 description: The image shows the logo for the Department of Health & Human Services - USA. The logo is circular and contains the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. In the center of the circle is an abstract image of three faces in profile, stacked on top of each other.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
April 14, 2016
DJO, LLC Lorri Trotter Regulatory Affairs Manager 1430 Decision Street Vista. California 92081
Re: K153696
Trade/Device Name: Chattanooga Revolution Wireless Regulation Number: 21 CFR 890.5850 Regulation Name: Powered Muscle Stimulator Regulatory Class: Class II Product Code: IPF; GZJ Dated: March 11, 2016 Received: March 14, 2016
Dear Ms. Trotter:
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
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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.
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,
# Michael J.Hoffmann -A
- for 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) K153696
#### Device Name Chattanooga Revolution Wireless
Indications for Use (Describe)
The Chattanooga Revolution Wireless is a clinical electrotherapy device intended for use under the supervision of a Healthcare Professional.
Indications for Use:
As an NMES device, indications are for the following conditions:
- Retarding or preventing disuse atrophy
- Maintaining or increasing range of motion
- Re-educating muscles
- Relaxation of muscle spasms
- Increasing local blood circulation
- Prevention of venous thrombosis of the calf muscles immediately after surgery
As a TENS device, indications are for the following conditions:
- Symptomatic relief and management of chronic, intractable pain
- Post-surgical and post-trauma acute pain
As a pulsed mode device, indications are for the following conditions:
- Relaxation of muscle spasm
- Increasing local blood circulation
- Retardation or prevention of disuse atrophy
- Maintenance or increase of range of motion
| Type of Use (Select one or both, as applicable) |
|-------------------------------------------------|
|-------------------------------------------------|
X Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
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#### 510(k) Summary
| Submitted by: | DJO, LLC |
|------------------------|-----------------------------------------------------------------------------------------------------------------------------|
| | 1430 Decision Street |
| | Vista, CA 92081 |
| Contact Person: | Lorri Trotter |
| | Regulatory Affairs Manager |
| | (760)734-3049 |
| Date Summary Prepared: | April 11, 2016 |
| Trade Name: | Chattanooga® Revolution Wireless |
| Classification Name: | Powered muscle stimulator (21 CFR 890.5850);<br>Transcutaneous electrical nerve stimulator for pain relief<br>(21 CFR 5890) |
| Product Code: | IPF, GZJ |
| Regulatory Class: | Class II |
| Predicate Device: | Vectra Neo (K132284) |
#### Device Description:
The Chattanooga Revolution Wireless is a neuromuscular electrical stimulation (NMES) device, which stimulates nerve fibers by means of electrical impulses transmitted by electrodes. The electrical pulses generated by the Chattanooga "Revolution Wireless stimulate motor nerves to stimulate a muscular response. Depending on the parameters of the electrical impulses (pulse frequency, duration of contraction, duration of rest, and total session duration), different types of muscle work can be imposed on the stimulated muscles.
The device system is made up of a remote control, 4 stimulation modules, and electrodes, which are stored and shipped within the docking station which is used to recharge the remote and the modules. The docking station is powered by an AC-DC adapter.
The remote control is the interface between the stimulation modules and the user. It sends and receives information to and from the modules via a wireless network. The remote control allows the user to navigate through the user interface (UI), select stimulation program or objectives, set desired options and control the four (4) module intensities independently. The remote control is powered by a rechargeable battery.
The Chattanooga® Revolution Wireless stimulation module set is composed of 4 independent stimulation modules that are controlled via the remote control by a wireless connection. Each module is composed of two "pods" (1 battery "pod" and one stimulation "pod") linked by an
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electrical connection (cable). Two proprietary standard snap gel electrodes are also needed to connect each "pod" to the body. The modules are powered by a Lithium Polymer (LiPo) rechargeable 3.7[V] / ≥ 450 [mAh] battery.
The docking station is the part on which all the other components (modules, remote and accessories) are stored when the Chattanooga Revolution Wireless system is not in use. The docking is continuously connected to an AC wall socket and it allows charging simultaneously the 4 stimulation modules and the remote control. The docking main part is intended to be fixed and not for transportation purposes, but the tablet may be removed and used as a portable charging station for the remote and modules. The docking station includes a removable tray where the user can store electrodes, quick start guide, the remote and modules for transportation.
The wireless protocol of the Chattanooga® Revolution Wireless Device is a proprietary design of a Radio-Frequency protocol operating the 2.4 GHz ISM band. It is used to
1) Send particular information from remote control to stimulation modules (stimulation settings)
2) Send particular information from stimulation modules to remote control, like current stimulation level and stimulation module subsystem status,
3) Transfer binary data to stimulation modules, and
4) Allow synchronization from stimulation modules to remote control clocks.
## Indications for Use:
The Chattanooga Revolution Wireless is a clinical electrotherapy device intended for use under the supervision of a Healthcare Professional.
Indications for Use:
As an NMES device, indications are for the following conditions:
- Retarding or preventing disuse atrophy -
- -Maintaining or increasing range of motion
- Re-educating muscles -
- Relaxation of muscle spasms -
- -Increasing local blood circulation
- Prevention of venous thrombosis of the calf muscles immediately after surgery -
As a TENS device, indications are for the following conditions:
- Symptomatic relief and management of chronic, intractable pain -
- Post-surgical and post-trauma acute pain -
- As a pulsed mode device, indications are for the following conditions:
- Relaxation of muscle spasm -
- Increasing local blood circulation -
- -Retardation or prevention of disuse atrophy
- Maintenance or increase of range of motion -
#### Programs:
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The Chattanooga Revolution Wireless provides 14 programs: Trigger Point, Acute Pain, Chronic Pain, Muscle Pump Cycle, Muscle Pump Continuous, Increase ROM (Range of Motion), Decrease Muscle Tone, Fast Twitch Function, Muscle Atrophy, Slow Twitch Function, VMS-FR Dynamic 2 Channel, VMS-FR Dynamic 4 Channel, VMS-FR Static 2 Channel, and VMS-FR Static 4 Channel.
## Comparison to the Predicate Device: Includes Table
The indications for use for the Revolution Wireless USA are a subset of those for the predicate device the Vectra Neo Clinical Therapy System. The predicate device has additional features, functions, and applications that are not included in the Revolution Wireless. Therefore, we are comparing the Revolution Wireless only to those functions of the predicate that are applicable.
The technological characteristics of the two devices are very similar for the comparable functions, but there are a few differences. The following table summarizes the similarities and differences between the technological characteristics of the two devices. The power sources of the two devices differ (Revolution is battery powered) and output specifications differ slightly between the two devices, but the Chattanooga Revolution Wireless conforms to required standards, and small differences in output do not raise any issues of safety or effectiveness. The Revolution Wireless differs from the predicate in that it communicates wirelessly with the stimulation modules, but the design of the wireless feature is identical to that of the Compex Wireless USA (k143551).
| Basic Device Characteristics – Comparison with Predicate Device | | | |
|-----------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|-----------------------|
| Characteristic | New Device | Predicate Device | Similar/ Different |
| 510(K) Number<br>Device Name, Model | Chattanooga<br>Wireless PRO | K132284<br>Vectra Neo Clinical<br>Therapy System | Different |
| Manufacturer | DJO, LLC | DJO, LLC | Similar |
| Prescription/OTC | Prescription | Prescription | Similar |
| Where used | Physician office,<br>physical therapy<br>Clinic, Hospital,<br>Nursing Home, Post<br>Acute Care,<br>Chiropractic Clinic | Physician office,<br>physical therapy<br>Clinic, Hospital,<br>Nursing Home, Post<br>Acute Care,<br>Chiropractic Clinic | Similar |
| Target population | Adult Population | Adult Population | Similar |
| Anatomical library | Yes | Yes | Similar |
| Audio Indicator | Yes | Yes | Similar |
| Connection of device to electrodes | Stimulation Module<br>is directly connected<br>to the custom male<br>SNAP assembled in<br>the electrode. User<br>Interface (LCD and<br>buttons) is physically<br>separated (Remote | With cables<br>including pins to<br>connect to electrodes<br>pins. There is 1 cable<br>per channel with a<br>maximum of 4<br>channels | Different |
| Characteristic | New Device | Predicate Device | Similar/Different |
| | Control) and<br>communicates<br>wirelessly with up to<br>four (4) stimulation<br>modules.<br>Stimulation safety<br>remains fully<br>managed by<br>Stimulation Module<br>electronic circuit<br>itself. | | |
| Power Source (s) | Rechargeable battery | 100-240V~, 2.6-<br>1.0A, 47-63Hz | Different |
| Method of Line Current Isolation | NA<br>Battery operated<br>device | Independent<br>transformer isolated | Different |
| Electrical Type | NA<br>Battery operated<br>device | Type BF | Different |
| Patient Leakage Current - Normal<br>Condition (μΑ) | NA<br>Battery operated<br>device | <100uA patient<br>leakage | Different |
| Patient Leakage Current - Single<br>Fault Condition (μΑ) | NA<br>Battery operated<br>device | <300uA line leakage | Different |
| Number of Output Modes | Muscle stimulator:<br>Electrodes | Muscle stimulator:<br>Electrodes<br>Ultrasound:<br>applicators<br>EMG:electrodes<br>Laser: applicator | Different |
| Number of Output Channels | 4 | 0, 2, or 4 | Similar |
| Synchronous or Alternating | See Output<br>Specifications Below | See Output<br>Specifications Below | |
| Method of Channel Isolation | Each channel is the<br>middle of a H Bridge.<br>Except when it is<br>activated, each<br>channel is always in<br>high impedance state | Through<br>transformers and<br>opto-couplers | Different |
| Regulated Current or Regulated<br>Voltage (output signals only) | Regulated current on<br>all channels | Configurable for<br>either constant<br>voltage or constant<br>current, see Output<br>Specifications below. | Similar |
| Software/Firmware/Microprocessor<br>Control | Yes | Yes | Similar |
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
| Automatic No-Load Trip | Yes | Yes | Similar |
| Automatic Shut Off | Yes, On/off switch | Yes | Similar |
| Patient Override Control | Yes | Yes | Similar |
| Indicator Display | | | Similar |
| - On/Off Status | Yes | Yes | |
| - Low Battery | Yes | No battery | |
| - Voltage/Current level? | Yes, unit [mili<br>Amps] | Yes, unit [mA] | |
| Timer Range (Minutes) | Yes, unit [minutes]<br>Max 30 [minutes] | 0-60 [minutes] | Different |
| Compliance with 21 CFR 898? | Yes<br>21CFR 898-<br>Performance standard<br>for electrode lead<br>wires and patient<br>cables. | 21CFR 898-<br>Performance<br>standard for<br>electrode lead wires<br>and patient cables. | Similar |
| Weight | Remote: 0.24 lbs<br>with battery | Device: 20.7 lbs | Different |
| | Stimulation Module:<br>0.11 lbs per module | Module: 1 lbs | Different |
| | Docking Station: 3<br>lbs | Device + Cart<br>Accessory: 48.9 lbs | Different |
| Dimension (in.) [W x H x D] | Remote: 11 x 7 x 2<br>cm | Device: [15.89 x<br>20.05 x 15.89] | Different |
| | Stimulation Module:<br>2x(6 x 2) cm | Module: [11.12 x<br>1.43 x 6.34] | Different |
| | Docking Station<br>tablet: 14x27x3 [cm] | Device + Cart:<br>[23.94 x 52.85 x<br>26.19] | Different |
| OUTPUT SPECIFICATIONS | | | |
| VMS Symmetrical Biphasic Waveform | | | |
| Shape | Rectangular | Rectangular | Similar |
| Maximum Output Voltage (± 10%) | 60 V @ 500 Ω<br>180V @ 2 kΩ<br>180 V @ 10 kΩ | 57 V @ 500 Ω<br>200 V @ 2 kΩ<br>100V @ 10 kΩ<br>(open lead detected<br>above 10[mA]) | Different |
| Maximum Output Current (± 10%) | 120 mA @ 500 Ω<br>90 mA @ 2 kΩ<br>18 mA @ 10 kΩ | 114 mA @ 500 Ω<br>100 mA @ 2 kΩ<br>10 mA @ 10 kΩ<br>(open lead detected<br>above 10[mA]) | Different |
| Pulse Width | 300 to 400 [μs]<br>(microseconds) | 20 to 400 [μs]<br>(microseconds) | Different |
| Frequency | 1 to 100 Hz | 1 - 200 [Hz] | Different |
| Net Charge [μC/pulse] | 0 [μC] @ 500Ω<br>Excitation pulse fully<br>compensated | 0 [μC] @ 500Ω | Similar |
| Characteristic | New Device | Predicate Device | Similar/<br>Different |
| Maximum Phase Charge [µC] | 48 [µC] @ 500Ω | 45.6 [µC] @ 500Ω | Different |
| Maximum Current (RMS) Density<br>(mA/cm2) | 2.1mA/cm2 | 2.4 mA/cm2 | Different |
| Maximum Power Density<br>[mW/cm²] | 36 [mW/cm²] @ 500Ω | 55 [mW/cm²] @ 500Ω | Different |
| ON Time (seconds) | 1 - 10 [sec] | 1 - 60 [sec] | Different |
| OFF Time (seconds) | 3 - 50 [sec] | 1 - 60 [sec] | Different |
| Additional Features (if applicable) | 100 [µs]<br>(microseconds) | 100 [µs]<br>(microseconds) | Similar |
| VMS-FR Waveform | | | |
| Shape | Rectangular | Rectangular | Similar |
| Maximum Output Voltage (± 10%) | 60 V @ 500 Ω<br>180V @ 2 kΩ<br>180 V @ 10 kΩ | 57 V @ 500 Ω<br>200 V @ 2 kΩ<br>100V @ 10 kΩ<br>(open lead detected above 10[mA]) | Different |
| Maximum Output Current (± 10%) | 120 mA @ 500 Ω<br>90 mA @ 2 kΩ<br>18 mA @ 10 kΩ | 114 mA @ 500 Ω<br>100 mA @ 2 kΩ<br>10 mA @ 10 kΩ<br>(open lead detected above 10[mA]) | Different |
| Pulse Width | 200 to 300 [µs]<br>(microseconds) | 20 to 400 [µs]<br>(microseconds) | Different |
| Frequency | 35 - 80 Hz | 20 - 80 [Hz] | Different |
| Net Charge [µC/pulse] | 0 [µC] @ 500Ω<br>Excitation pulse fully<br>compensated | 0 [µC] @ 500Ω | Similar |
| Maximum Phase Charge [µC] | 36 [µC] @ 500Ω | 45.6 [µC] @ 500Ω | Different |
| Maximum Current (RMS) Density<br>(mA/cm2) | 1.34mA/cm2 | 1.52 mA/cm2 | Different |
| Maximum Power Density<br>[mW/cm²] | 14.4 [mW/cm²] @ 500Ω | 22 [mW/cm²] @ 500Ω | Different |
| Burst Mode (i.e. pulse trains) | N/A, no burst mode<br>a) Pulses per burst<br>b) Bursts per second<br>c) Burst duration (seconds)<br>d) Duty Cycle<br>[Line (b) x Line (c)] | VMS burst | Different |
| ON Time (seconds) | 1 - 10 [sec] | 1 - 60 [sec] | Different |
| OFF Time (seconds) | 3 - 50 [sec] | 1 - 60 [sec] | Different |
| Additional Features (if applicable) | 100 [µs]<br>(microseconds) | 100 [µs]<br>(microseconds) | Similar |
| Interphase interval | (microseconds) | (microseconds) | |
## Rasic Device Characteristics - Comparison with Predicate Device
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## Performance Testing:
Electrical Safety and Electromagnetic Compatibility: The Chattanooga® Revolution Wireless was tested and found to comply with recognized standards for electrical safety and electromagnetic compatibility.
FCC Radio Frequency Testing: The Chattanooga® Revolution Wireless was tested to FCC requirements and found to comply with the requirements of 47 CFR 15.249.
Software Verification: The device's software was verified in accordance with the requirements of FDA's guidance document: General Principles of Software Validation, January 11, 2002. The software testing demonstrated that the software meets its design requirements.
Usability/Human Factors Testing: Usability/Human Factors testing was performed, which demonstrated that the established requirements for usability were met, and the device's design is appropriate for the intended users and use environment. The result of this study substantiates the acceptability of the use-related risks identified during the risk assessment activities.
Wireless Coexistence Testing: The performance of Chattanooga® Revolution Wireless was evaluated in an environment with other Chattanooga® Revolution Wireless device and with other types of 2.4 GHz wireless devices (Bluetooth and Wi-Fi). The device met all specified requirements.
#### Standards:
| Recognition<br>No. | Standard | Description |
|--------------------|--------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 19-4 | AAMI/ANSI ES60601-<br>1:2005/(R)2012 And A1:2012,<br>C1:2009/(R)2012 And<br>A2:2010/(R)2012 (Consolidated<br>Text) | Medical Electrical Equipment - Part<br>1: General Requirements for Basic<br>Safety and Essential Performance<br>(IEC 60601-1, Mod.) |
| 19-1 | IEC 60601-1-2 Edition 3:2007-03 | Medical Electrical Equipment - Part<br>1-2: General Requirements for Basic<br>Safety and Essential Performance –<br>Collateral Standard: Electromagnetic<br>Compatibility – Requirements and<br>Tests |
| 17-11 | IEC 60601-2-10 Edition 2.0 2012-<br>06 | Medical Electrical Equipment -- Part<br>2-10: Particular Requirements for<br>the Basic Safety and Essential<br>Performance of Nerve and Muscle<br>Stimulators |
| 5-85 | IEC 60601-1-6 Edition 3.0 2010-01 | Medical Electrical Equipment - Part |
The Chattanooga Revolution Wireless conforms to the following standards.
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| | | 1-6: General Requirements for Basic<br>Safety and Essential Performance –<br>Collateral Standard: Usability |
|------|--------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|
| N/A* | IEC 62366:2007, Ed. 1<br>* Ed. 1 was used because it is cited<br>in IEC 60601-1-6 Ed. 3.0. | Medical Devices - Application of<br>Usability Engineering to Medical<br>Devices |
| 13-8 | IEC 62304 First Edition 2006-05 | Medical Device Software - Software<br>Life Cycle Processes |
| 5-40 | ISO 14971:2007 | Medical Devices - Application of<br>Risk Management to Medical<br>Devices |
## Conclusion:
Based on the performance testing and the similarities of the indications for use and the technological characteristics, it can be concluded that the Chattanooga Revolution Wireless is as safe and effective as, and substantially equivalent to, the predicate device.
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.