The device is indicated for use in mechanically ventilated neonate, infant and pediatric patients where the precise and direct measurement of oxygen uptake (VO2), carbon dioxide excretion (VCO2), resting energy expenditure (REE) and respiratory quotient (RQ) will allow the attending physician to plan and monitor an optimal nutrition regime for the patient in terms of substrate composition and utilization. Applications The NICU V'O2 device is a non-invasive indirect calorimeter for use in clinical and/or research applications for determination of metabolic parameters by measuring expired gas composition (oxygen and carbon dioxide) and volume. The device is intended for use by qualified medical staff in professional healthcare facilities.
Device Story
NICU V'O2 is a non-invasive indirect calorimeter for mechanically ventilated neonates, infants, and pediatric patients. It measures oxygen consumption (VO2), carbon dioxide excretion (VCO2), resting energy expenditure (REE), and respiratory quotient (RQ). Input data includes inspired/expired gas concentrations and inspiratory flow. The device uses laser diode absorption spectroscopy for O2, NDIR infrared spectroscopy for CO2, and a differential pressure pneumotach for flow. It operates by alternating between inspiratory and expiratory sample points. A computer running dedicated software processes these signals to calculate metabolic parameters using the modified Weir equation. Used in clinical/research settings by qualified medical staff, the system presents real-time numeric and graphical data. Output assists clinicians in planning and monitoring optimal nutrition regimes based on substrate utilization. Benefits include precise metabolic assessment in patients with low minute ventilation, high respiratory rates, or elevated FiO2.
Clinical Evidence
Clinical validation performed in intubated, mechanically ventilated neonates and infants. Study compared NICU V'O2 measurements against the Douglas Bag reference method. Results showed clinically acceptable bias and precision for VO2, VCO2, RQ, and REE under low minute ventilation and high respiratory rates. Mean percentage error was approximately 3%. No procedure-related adverse effects or complications were observed. Supporting data published in Nachman et al., Anesth Analg 2018.
Technological Characteristics
Non-invasive indirect calorimeter. O2 sensing: laser diode absorption spectroscopy. CO2 sensing: NDIR infrared spectroscopy. Flow sensing: differential pressure pneumotach (mesh screen). Connectivity: external AC/DC power, computer interface. Software: Windows-based application for real-time signal processing and data management. Operates via side-stream gas sampling from the ventilator circuit.
Indications for Use
Indicated for mechanically ventilated neonate, infant, and pediatric patients requiring metabolic monitoring (VO2, VCO2, REE, RQ) to plan and monitor nutrition. Contraindications include patients unable to tolerate brief interruptions in the ventilatory circuit.
Regulatory Classification
Identification
An oxygen uptake computer is a device intended to compute the amount of oxygen consumed by a patient and may include components for determining expired gas volume and composition.
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Image /page/0/Picture/0 description: The image contains the logo of the U.S. Food & Drug Administration (FDA). On the left is the Department of Health & Human Services logo. To the right of that is the FDA logo, which is a blue square with the letters "FDA" in white. To the right of the blue square is the text "U.S. FOOD & DRUG ADMINISTRATION" in blue.
September 4, 2020
Innovision ApS % H. Jenkins Regulatory Affairs Consultant Wood Burditt Group 10 E. Scranton Ave., Ste. 201 Lake Bluff, Illinois 60044
Re: K190561
Trade/Device Name: Nicu V'02 Regulation Number: 21 CFR 868.1730 Regulation Name: Oxygen Uptake Computer Regulatory Class: Class II Product Code: BZL Dated: July 31, 2020 Received: August 3, 2020
Dear H. Jenkins:
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. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database located at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. 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
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requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-products); good manufacturing practice requirements as set forth in the quality systems (OS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
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 https://www.fda.gov/medical-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-device-advice-comprehensive-regulatoryassistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
Todd Courtney Assistant Director DHT1C: Division of ENT, Sleep Disordered Breathing, Respiratory and Anesthesia Devices OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT and Dental Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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## Indications for Use
510(k) Number (if known) K190561
Device Name NICU V'O2
### Indications for Use (Describe)
The device is indicated for use in mechanically ventilated neonate, infant and pediatic patients where the precise and direct measurement of oxygen uptake (VO2), carbon dioxide excretion (VCO2), resting energy expenditure (REE) and respiratory quotient (RQ) will allow the attending physician to plan and monitor an optimal nutrition regime for the patient in terms of substrate composition and utilization.
Applications
The NICU V'O2 device is a non-invasive indirect calorimeter for use in clinical and/or research applications for determination of metabolic parameters by measuring expired gas composition (oxygen and carbon dioxide) and volume.
The device is intended for use by qualified medical staff in professional healthcare facilities.
### Population studied
Clinical testing has been performed in intubated, mechanically ventilated neonates and infants with ability to tolerate brief interruptions in the ventilatory circuit when connecting and disconnecting the device.
Type of Use (Select one or both, as applicable)
| <div> <span></span>Prescription Use (Part 21 CFR 801 Subpart D) </div> | <div> <span></span>Over-The-Counter Use (21 CFR 801 Subpart C) </div> |
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# 510(k) Summary
#### 1. Applicant Information
| Name: | COSMED Nordic ApS |
|-----------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Address: | Lucernemarken 23, DK-5260 Odense S, DENMARK |
| Phone number: | (+45) 65 95 91 00 |
| Contact person(s): | Peter Clemensen (CEO - Nordic) - pc@cosmed.com<br>Karen Hvid Ipsen (Director QA/RA - Nordic) - ki@cosmed.com |
| Type of Submission: | Traditional 510(k) |
| Submission Number: | K190561 |
| Date of preparation: | February 22, 2019 |
| Date of revision: | August 27, 2020 |
| Submitter (US Agent): | The Wood Burditt Group<br>10 E. Scranton Ave., Suite 201<br>Lake Bluff, IL 60044<br>(847) 234-7500<br>Contact person: H. Carl Jenkins - hcienkins@woodburditt.com |
#### 2. Device Name and Classification
| Trade Name: | NICU V'O2 |
|-----------------------|------------------------------------------------------------|
| Common or Usual Name: | Indirect calorimeter |
| Regulatory Class: | Class II |
| Classification Name: | Oxygen uptake computer |
| | (21 CFR 868.1730, Product Code BZL. Panel: Anesthesiology) |
#### 3. Identification of Legally Marketed Predicate Devices
| Primary Predicate | |
|---------------------------|---------------------------------------------------------|
| Device: | MedGraphics Express Series |
| Manufacturer: | Medical Graphics Corporation (Now MGC Diagnostics) |
| 510(k) number: | K070858 |
| Secondary Predicate No. 1 | |
| Device: | Innocor (incl. Cardiopulmonary Exercise Testing Option) |
| Manufacturer: | Innovision ApS (same as applicant) |
| 510(k) number(s) | K051907, K071911 and K083879 |
| Secondary Predicate No. 2 | |
| Device: | REEVUE Indirect Calorimeter (Model: 8100) |
| Manufacturer: | KORR Medical Technologies, Inc. |
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| 510(k) number: | K021490 |
|------------------|-----------------------------|
| Reference method | |
| Device: | Douglas Bag (Gold Standard) |
| Manufacturer: | N/A |
| 510(k) number: | N/A |
#### 4. Device Description
The NICU V'O2 device is an indirect calorimeter that allows accurate and precise quantification of oxygen consumption (V'O2), carbon dioxide excretion (V'CO2), resting energy expenditure (REE, the number of calories consumed per day) and respiratory quotient (RQ, the ratio of V'CO2 to V'O2) in mechanically ventilated patients. Patients include neonate, infant and pediatric patients with a body weight from 0.5 kg, low minute ventilation, high respiratory rate, and receiving fluctuating and/or elevated inspiratory oxygen concentrations.
The device functions by measuring oxygen concentration (using laser diode sensor technology) and carbon dioxide concentration (using NDIR infrared sensor technology) in inspired and expired gas as well as inspiratory flow. The inspiratory flowmeter (differential pressure type pneumotach) is attached at the patient inspiratory outlet of the ventilator. An inspiratory gas sample line is connected to the inspiratory limb of the patient breathing circuit, and an expiratory gas sample line is connected to the ventilator exhaust. The device automatically alternates between these two sample points.
Oxygen consumption is determined by comparing the amounts of oxygen in inspired and expired gas, and carbon dioxide excretion is determined by comparing the amounts of carbon dioxide in expired and inspired gas, respectively, per unit of time. These amounts are calculated from the primary measurements of oxygen and carbon dioxide concentrations and gas flow.
The resting energy expenditure (or resting metabolic rate), which is defined as the number of calories the body expends daily during resting conditions, is calculated from the values of oxygen consumption and carbon dioxide excretion using the modified Weir equation:
$$REE = \left(V'O_2 \times 3.941 + V'CO_2 \times 1.106\right) \times 1440 \,\frac{kcal \cdot min}{day \cdot L}$$
Respiratory Quotient is calculated as the ratio of carbon dioxide produced by the patient to oxygen consumed by the patient.
<sup>1</sup> Initially described by Gordon Douglas in Proceedings Of The Physiological Society, March 18, 1911 "A method for determining the total respiratory exchange in man".
Reviewed e.g. by Shephard, Eur J Appl Physiol (2017) 117:381–387: "Open-circuit respirometry: a brief historical review of the use of Douglas bags and chemical analyzers''.
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The duration of measurement can be from tens of minutes to 24 hours, partly because the inspiratory flowmeter only sees dry gas and therefore does not significantly change calibration over time.
The device consists of two main components. An analyzer unit to which the patient is connected via gas sample and flowmeter pressure lines, and a computer running the dedicated software application under the Windows operating system. The software application works in conjunction with the hardware, and the computer presents in real time measured signals and computed physiological parameters, both as numeric and graphical data. The computer is the main control interface for the ICU staff using the device and offers options for offline data management.
The device is powered through an external medical AC/DC power supply.
#### ട്. Indications for Use Statement
The device is indicated for use in mechanically ventilated neonate, infant and pediatric patients where the precise and direct measurement of oxygen uptake (V'O2), carbon dioxide excretion (V'CO2), resting energy expenditure (REE) and respiratory quotient (RQ) will allow the attending physician to plan and monitor an optimal nutrition regime for the patient in terms of substrate composition and utilization.
### Applications
The NICU V'O2 device is a non-invasive indirect calorimeter for use in clinical and/or research applications for determination of metabolic parameters by measuring expired gas composition (oxygen and carbon dioxide) and volume.
The device is intended for use by qualified medical staff in professional healthcare facilities.
## Population studied
Clinical testing has been performed in intubated, mechanically ventilated neonates and infants with ability to tolerate brief interruptions in the ventilatory circuit when connecting and disconnecting the device.
#### 6. Comparison of Technological Characteristics
### MedGraphics Express Series Equivalence
The MedGraphics Express Series (MedGraphics device) has been chosen as primary predicate because of similarities to the new NICU V'O2 device in its intended use/indications for use. They are both intended for indirect calorimetry and determination of metabolic parameters for nutritional assessment of ventilated patients. They both measure oxygen consumption (VO2) and carbon dioxide excretion (VCO2) and compute the respiratory quotient (RQ) and the resting energy expenditure (REE) using the Weir equation. The MedGraphics device may also be used for spontaneously breathing patients contrary to the NICU V'O2. There are also minor technological dissimilarities in the oxygen sensor type used to determine O2 concentrations and in gas collection principles in the two devices. These differences are covered by the secondary predicates.
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## Innocor Model INN00010 Predecessor Device Equivalence
The Innocor Model INN00010 (Innocor device) actively marketed in the US by applicant as a CPX system has been included as a secondary predicate both for the indications for use which include measurements of VO2, V'CO2 and RO and because the oxygen sensor technology and flow measurement principle in this legally marketed device are identical to those of the new NICU V'O2 device. Like the primary predicate, Innocor uses the breath-by-breath gas exchange method. Innocor has not been selected as the primary predicate since it is not intended for ventilated patients or neonates/infants and does not compute REE from the metabolic parameters.
## REEVUE Indirect Calorimeter Equivalence
The REEVUE Indirect Calorimeter (REEVUE device) has been selected as an additional secondary predicate because of similarities in intended use/indications for use and technologies, and to demonstrate that the mixing box principle has been applied instead of the breath-bybreath principle for an indirect calorimeter that is legally marketed. This device, however, does not measure CO2 as do the other predicates but instead assumes a constant RO (ratio of V'CO2 to VO2). Besides, the REEVUE device is only indicated for spontaneously breathing patients where supplementary oxygen is not being given.
## Reference method
The Douglas Bag, where expired gas from the patient is collected in a non-diffusing gas bag over time and subsequently analyzed for volume and composition, is considered the gold standard for respiratory gas exchange and hence estimation of energy expenditure (indirect calorimetry). It has been included as a reference method because, in addition to bench testing, it has been used to validate the NICU VO2 in an animal model and in a clinical performance test in patients.
## Substantial Equivalence Comparison Matrix / Summary of Technological Characteristics
The technological characteristics of the new NICU V'O2 device are compared to those of the predicate devices below. Intended use/indications for use are based on the 510(k) summaries for the devices, whereas data on technological characteristics is obtained partly from product information from product data sheets and websites etc.
| Specification | Subject device | Predicate Devices | | |
|-----------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------|
| | NICU V'O2 | Primary<br>MedGraphics Express | Secondary No. 1<br>Innocor INN00010 | Secondary No. 2<br>REEVUE IC |
| 510(k) Number | Proposed device | K070858 | K071911 | K021490 |
| Product code | BZL | BZL | BZL<br>DQK | BZL |
| Class | Class II | Identical | Identical | Identical |
| Intended Use | Indirect calorimetry | Indirect calorimetry<br>& cardiopulmonary<br>function testing | Cardiopulmonary<br>function testing | Indirect calorimetry |
| Specification | Subject device | Predicate Devices | | |
| | NICU V'O2 | Primary<br>MedGraphics Express | Secondary No. 1<br>Innocor INN00010 | Secondary No. 2<br>REEVUE IC |
| | The NICU V'O2 device is<br>a non-invasive indirect<br>calorimeter intended for<br>use in clinical and/or<br>research applications for<br>determination of metabolic<br>parameters by measuring<br>expired gas composition<br>(oxygen and carbon<br>dioxide) and volume. | MedGraphics Express<br>Series is intended for<br>medical applications<br>requiring a non-invasive<br>assessment of the<br>cardiopulmonary<br>response to exercise or<br>measurement of energy<br>expenditure using<br>indirect calorimetry. | Innocor's<br>cardiopulmonary<br>exercise testing option is<br>intended to measure<br>oxygen uptake<br>(metabolic rate) and<br>related parameters to<br>objectively and non-<br>invasively assess cardiac<br>and pulmonary function<br>at rest and during<br>exercise. | The device is intended for<br>use in clinical and<br>research applications to<br>measure oxygen uptake. |
| Target patient<br>population | Neonate to pediatric.<br>Mechanically<br>ventilated. | No documentation<br>contained in 510(k)<br>summary. Inferred<br>from datasheet:<br>Pediatric to adult.<br>Mechanically venti-<br>lated and spontane-<br>ously breathing. | Pediatric to adult.<br>Spontaneously<br>breathing. | Pediatric to adult<br>Device not compatible<br>with mechanical<br>ventilation or patients<br>on supplemental<br>oxygen. |
| Target users | Prescription use only. | Identical | Identical | Identical |
| Patient interface | No patient contact.<br>Distal sensors inserted<br>in breathing circuit. | No patient contact<br>(in mechanical<br>ventilation mode).<br>Proximal sensors. | Mouthpiece or mask.<br>Proximal sensors. | Mouthpiece or mask.<br>Proximal<br>unidirectional<br>breathing valves and<br>distal sensors. |
| Parameters | V'O2 | Identical | V'O2 | V'O2 |
| | V'CO2 | | V'CO2 | V'CO2 not determined |
| | RQ | | RQ | RQ not determined |
| | REE | | REE not calculated | REE |
| Operating principle | Mixing box / | Breath-by-breath / | Breath-by-breath / | Mixing box / |
| | Inspiratory flow<br>measurement | Proximal flow<br>measurement | Proximal flow<br>measurement | Expiratory flow<br>measurement |
| | Inspiratory and<br>expiratory O2 and CO2<br>measurement (Side-<br>stream) | Proximal O2 and CO2<br>measurement (Side-<br>stream) | Proximal O2 and CO2<br>measurement (Side-<br>stream) | Expiratory O2<br>measurement (Side-<br>stream inside of<br>equipment).<br>Ambient (inspired) O2<br>concentration assumed<br>20.93%. |
| | REE: Modified Weir<br>Equation using<br>measured O2 and CO2. | No documentation<br>contained in 510(k)<br>summary. | REE not calculated. | Similar - However,<br>CO2 not measured.<br>REE calculation based<br>on assumed RQ of<br>0.83. |
| Oxygen sensor<br>specification: | Laser diode absorption<br>spectroscopy | Galvanic cell | Laser diode absorp-<br>tion spectroscopy | Galvanic fuel cell |
| Specification | Subject device | Predicate Devices | | |
| | NICU V'O2 | Primary<br>MedGraphics Express | Secondary No. 1<br>Innocor INN00010 | Secondary No. 2<br>REEVUE IC |
| Carbon dioxide<br>sensor specification: | Non-dispersive IR<br>spectroscopy | Non-dispersive IR<br>spectroscopy | Photoacoustic IR<br>spectroscopy | None |
| Flow sensor<br>specification: | Type: Differential<br>pressure pneumotach<br>(Mesh screen type) | Type: Differential<br>pressure pneumotach<br>(Bidirectional pitot<br>tube) | Type: Differential<br>pressure pneumotach<br>(Mesh screen type) | Type: Differential<br>pressure pneumotach<br>(Fixed orifice) |
| Clinical | Validated by bench<br>testing, in an animal<br>model and in patients.<br>Reference method:<br>Douglas bag. | No data submitted. | Validated by bench<br>testing. | Validated by bench<br>testing and in patients.<br>Reference method:<br>Douglas bag. |
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#### 7. Non-Clinical Performance Data to Establish Equivalence
The NICU V'O2 device has been thoroughly tested through non-clinical performance testing and validation that establishes equivalence. The following validation testing was applied to the development of the system as summarized in the following: Performance verification against bench top simulator and animal comparative testing.
### Bench Testing
A comprehensive in vitro performance test was conducted to determine the accuracy of the V O2 and VCO2 measurements and derived parameters at varying VO2 and ventilator settings.
A lung simulator was used as a reliable reference technique (gold standard) to quantitatively establish accuracy and reliability of the device. In this technique, simulated V'O2 and V'CO2 can be varied by infusion of a certified gas mixture (50% O2/50% CO2) into an artificial lung circuit (silicone bellows) at a constant rate, comparing measured with simulated V'O2 and V'CO2 within a matrix of varying metabolic rate, tidal volume (peak pressure above PEEP), respiratory rate, and fraction of inspired oxygen (FiO2, normoxic and hyperoxic mixtures). Respiratory parameters were changed via settings on an infant ventilator driving the lung simulator.
Infusion was provided by means of a mass flow controller.
As the volumetric flow rate of CO2 from the test gas directly represents true VCO2 at standard temperature and pressure, it can be assessed how accurately the measured VCO2 resembles the known reference flow. Similarly, a precisely-known flow of O2 (with zero N2 content) is utilized to simulate a negative V'O2 (i.e. O2 production). Since the CO2 and O2 fractions in the test gas are chosen to be equal, the reference RQ is equal to -1.
In conclusion, bench testing has shown that this device Can measure V'O2, V'CO2 and derived RQ and REE with <15% error within the neonatal size range, and functions well up to respiratory rates of 60-80 BPM and FrO2 of 0.7.
The in vitro validation has been published in the peer-reviewed article:
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Nachman et al. A device for the quantification of oxygen consumption and caloric expenditure in the neonatal range. Anesth Analg 2018;127:95-104.
## Animal Testing
An in vivo performance test was conducted in animals to determine the accuracy of the V'O2 and V'CO2 measurements and derived parameters at respiratory variables reflective of those present in Sprague-Dawley rats on mechanical ventilation using a clinical ventilator. Douglas bag gas collection was used as reference technique.
In conclusion, the device has been demonstrated to exhibit clinically acceptable bias and precision in V'O2, V'CO2, RQ and REE in vivo in animals under low minute ventilations.
There were no procedure related complications in the animal study.
The animal validation has been published in the peer-reviewed article:
Nachman et al. A device for the quantification of oxygen consumption and caloric expenditure in the neonatal range. Anesth Analg 2018;127:95-104.
#### 8. Clinical Performance Data to Establish Equivalence
An in vivo performance test was conducted in newborn patients on an infant ventilator to determine the accuracy of the V'O2 and V'CO2 measurements and derived parameters. Douglas bag gas collection was used as reference technique.
In conclusion, the device has been demonstrated to exhibit clinically acceptable bias and precision in V'O2, V'CO2, RQ and REE in patients under low minute ventilations and high respiratory rates. The bias in V'O2 and V'CO2 were +0.22 mL/kg/min and +0.033 mL/kg/min, respectively, corresponding to a mean percentage error (i.e. discrepancy between device and reference) of approximately 3%.
No procedure related adverse effects or complications were observed in the clinical study.
The clinical validation has been published in the peer-reviewed article:
Nachman et al. A device for the quantification of oxygen consumption and caloric expenditure in the neonatal range. Anesth Analg 2018;127:95-104.
#### 9. Substantial Equivalence Conclusion
The NICU V'O2 device meets the functional claims, product specifications and intended use as described in the product labeling.
The performance of the NICU V'O2 device was evaluated by a combination of bench testing, animal testing and a clinical study in order to make the validation as comprehensive as possible and at the same time limit the number of tests on patients required to support substantial equivalence.
An accuracy of 20% (determined as the difference between device and reference measurements or simulator) was considered clinically acceptable. The results indicated that the device meets or exceeds the pass criteria for each test. The device can measure V'O2, V'CO2, RQ and REE
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with sufficient accuracy for clinical decision-making within the neonatal to pediatric size range, including in the setting of tachypnea or hyperoxia.
Based on its underlying technology and on performance as documented in the bench tests, animal tests and clinical trial, Innovision concludes that the NICU V'O2 device is substantially equivalent to the predicate devices described in the submission that are currently legally marketed for the same intended use.
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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.