AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Masimo SET® 2000 Pulse Oximeter and accessories is intended for continuous noninvasive monitoring of functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate (measured by an SpO2 sensor) for adult, pediatric, and neonatal patients in hospitals, hospital-type facilities, mobile, and home environments.

The Masimo SET® 2000 Pulse Oximeter and accessories are indicated for the continuous noninvasive of functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate (measured by an SpO2 sensor). The Masimo SET® 2000 Pulse Oximeter and accessories are indicated for use with adult, pediatric, and neonatal patients during both no motion and motion conditions, and for patients who are well or poorly perfused in hospitals, hospital-type facilities, mobile, and home environments.

Device Description

The Masimo SET® 2000 pulse oximeter and accessories is a portable stand alone device, connecting cable, and oximenty sensors to nonivasively calculate the functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate.

The monitor consists of a screen that displays the pulse plethysmographic waveform, the pulse rate, SpO2 value, the high and low SpO, and pulse rate alarm limits, alarms, trends and status messages.

The monitor contains the electronic hardware and software that receives and calculates the signals from the LED's to determine the functional oxygen saturation of arterial hemoglobin (SpO-) and pulse rate and provides for the connection to the connecting cable.

The PC series connecting cables connects the monitor to the oximetry sensors and transfers LED drive power and the calibration drive to the oximetry sensors from the monitor receives the detector signal from the oximetry sensor.

The LNOP® series of oximetry sensors measure the light absorption of blood from two light emitting diodes (LED's). Oxygen saturated blood absorbs light differently as compared to unsaturated blood. The amount of light absorbed by the blood is used to calculate the ratio of oxygenated hemoglobin to total hemoglobin in arterial blood.

AI/ML Overview

The provided text does not contain detailed acceptance criteria for the Masimo SET® 2000 Pulse Oximeter or a study specifically proving the device meets said criteria in the format typically seen with AI/ML device descriptions. The document is a 510(k) summary for a pulse oximeter, focusing on its substantial equivalence to a predicate device.

However, based on the general understanding of pulse oximeter performance and similar regulatory submissions, we can infer some aspects and highlight what information is missing.

Here's an attempt to structure the answer based on the provided text, acknowledging its limitations:

1. Table of Acceptance Criteria and Reported Device Performance

The provided 510(k) summary explicitly does not include a table of acceptance criteria or detailed performance metrics against specific criteria. For a pulse oximeter, such criteria typically relate to accuracy (e.g., Accuracy Root Mean Square, APE RMS) and bias across a specified SpO2 range, especially under various conditions like motion and low perfusion.

Based on the typical requirements for pulse oximeters, and what would likely be reported in a full submission (but is absent here), a hypothetical table would look like this:

Acceptance Criteria (Hypothetical)Reported Device Performance (Not in document)
SpO2 Accuracy (Arms) ± X% for SpO2 Y-Z% (No Motion)Not reported in provided text
SpO2 Accuracy (Arms) ± A% for SpO2 B-C% (Motion)Not reported in provided text
SpO2 Accuracy (Arms) ± D% for SpO2 E-F% (Low Perfusion)Not reported in provided text
Pulse Rate AccuracyNot reported in provided text

What the document does state regarding performance (implicitly):
The document states that the device is intended for "continuous noninvasive monitoring of functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate...during both no motion and motion conditions, and for patients who are well or poorly perfused." This implies that the device should perform adequately under these various conditions, which would be demonstrated in the full submission, but specific performance metrics are not given in this summary.

2. Sample Size Used for the Test Set and Data Provenance

  • Sample Size for Test Set: Not specified in the provided 510(k) summary.
  • Data Provenance: Not specified in the provided 510(k) summary. For pulse oximeter studies, this would typically involve human subject studies where SpO2 is varied (e.g., through controlled hypoxia) and compared to a reference co-oximeter. The country of origin and whether the study was prospective or retrospective would be detailed in a full study report, but is absent in this summary.

3. Number of Experts Used to Establish the Ground Truth for the Test Set and Qualifications of Experts

  • This information is not applicable to a pulse oximeter 510(k) summary in the way it applies to AI/ML image analysis devices. The "ground truth" for a pulse oximeter is typically established via a laboratory co-oximeter measurement of arterial blood samples. There are no "experts" in the context of reading images or assessing interpretations for ground truth determination here.

4. Adjudication Method for the Test Set

  • Not applicable in the AI/ML sense. The "ground truth" for a pulse oximeter is based on instrumental measurements (laboratory co-oximeter), not human interpretation requiring adjudication.

5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study Was Done, and Effect Size

  • No, an MRMC comparative effectiveness study was not done. This type of study is specifically relevant for AI/ML diagnostic aids that assist human readers in interpreting medical images or data. The Masimo SET® 2000 Pulse Oximeter is a standalone measurement device, not an AI-assisted diagnostic tool that helps human readers.

6. If a Standalone (i.e., algorithm only without human-in-the-loop performance) Was Done

  • Yes, implicitly. The very nature of a pulse oximeter is that it is a standalone device that measures and displays SpO2 and pulse rate. Its performance evaluation is inherently standalone, as it doesn't involve a human "in the loop" for its primary function of generating these measurements. The device provides "continuous noninvasive monitoring" and the "monitor consists of a screen that displays the pulse plethysmographic waveform, the pulse rate, SpO2 value," indicating it operates independently to produce these values.

7. The Type of Ground Truth Used

  • Laboratory Co-oximetry. As mentioned above, the gold standard for SpO2 accuracy in pulse oximeter validation studies is typically a laboratory co-oximeter measurement of arterial blood gas samples. The summary explicitly states: "As a trend towards patient deoxygenation is indicated, blood samples should be analyzed by a laboratory co-oximeter to completely understand the patient's condition." This reinforces that co-oximetry is the definitive reference for blood oxygen saturation.

8. The Sample Size for the Training Set

  • Not applicable in the AI/ML sense. Pulse oximeters are based on established physiological principles and optical spectroscopy, not on machine learning models trained on large datasets. While the device utilizes algorithms for signal processing and SpO2 calculation, these are typically engineered algorithms rather than learned from a "training set" in the context of contemporary AI/ML.

9. How the Ground Truth for the Training Set Was Established

  • Not applicable for the same reasons as point 8. The algorithms are developed based on physics, physiology, and extensive calibration, not by iterative learning from a labeled training set.

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JUN 7 1999

Section 1 - Executive Summary

Masimo SET® 2000 Pulse Oximeter

510(k) Summary

Submitted By:Masimo Corporation2852 Kelvin AveIrvine, CA 92614-5826(949) 250-9688FAX (949) 250-9686
Contact:James J. CroninVice President, Regulatory Affairs/Quality Assurance
Trade Name:Masimo SET® 2000 Pulse Oximeter and accessories
Common/Classification Name:Oximeter (74DQA)Transducer and Electrode Cable (including connector) (74DSA)
Substantially Equivalent Devices:Masimo SET MS-1P Pulse Oximeter and accessories510(k) Number - K973887

Reason for Submission

Premarket notification for Masimo SET® 2000 Pulse Oximeter and accessories, a New Device, seeking authority to market the device under Section 510(k) as a device that is substantially equivalent to the Masimo SET® MS-1P Pulse Oximeter and accessories

Intended Use of Device

The Masimo SET® 2000 Pulse Oximeter and accessories is intended for continuous noninvasive monitoring of functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate (measured by an SpO2 sensor) for adult, pediatric, and neonatal patients in hospitals, hospital-type facilities, mobile, and home environments.

Indications for Use

The Masimo SET® 2000 Pulse Oximeter and accessories are indicated for the continuous noninvasive of functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate (measured by an SpO2 sensor). The Masimo SET® 2000 Pulse Oximeter and accessories are indicated for use with adult, pediatric, and neonatal patients during both no motion and motion conditions, and for patients who are well or poorly perfused in hospitals, hospital-type facilities, mobile, and home environments.

Contraindications For Use:

The Masimo SET® 2000 Pulse Oximeter and accessories are contraindicated for use as apnea monitors.

The Masimo LNOP® Series of Disposable Sensors are contraindicated for patients that exhibit allergic reactions to addesive tape. The sensors must be removed and repositioned every eight (8) hours and if indicated by circulatory condition or skin integrity reapplied to a different monitoring site.

The Masimo LNOP® Reusable sensor is contraindicated for use . It is not intended for long-term monitoring. It must be removed and repositioned every 4 hours and if indicated by circulatory condition or skin integrity reapplied to a different monitoring site.

0018

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Section 1 - Executive Summary

Device Description

The Masimo SET® 2000 pulse oximeter and accessories is a portable stand alone device, connecting cable, and oximenty sensors to nonivasively calculate the functional oxygen saturation of arterial hemoglobin (SpO2) and pulse rate.

The monitor consists of a screen that displays the pulse plethysmographic waveform, the pulse rate, SpO2 value, the high and low SpO, and pulse rate alarm limits, alarms, trends and status messages.

The monitor contains the electronic hardware and software that receives and calculates the signals from the LED's to determine the functional oxygen saturation of arterial hemoglobin (SpO-) and pulse rate and provides for the connection to the connecting cable.

The PC series connecting cables connects the monitor to the oximetry sensors and transfers LED drive power and the calibration drive to the oximetry sensors from the monitor receives the detector signal from the oximetry sensor.

The LNOP® series of oximetry sensors measure the light absorption of blood from two light emitting diodes (LED's). Oxygen saturated blood absorbs light differently as compared to unsaturated blood. The amount of light absorbed by the blood is used to calculate the ratio of oxygenated hemoglobin to total hemoglobin in arterial blood.

Configurations

The Masimo SET® 2000 pulse oximeter is available in one configuration as a portable stand alone pulse oximeter that is 4.26 inches high, 9.75 inches wide, 9.75 inches deep, and weighs 6.5 lbs. The unit is powered either with a voltage input of 100-230 Vac, 47 - 63 Hz or with a sealed gel cell battery with an operating time of 2 hours and a charge time of less 8 hours.

The PC series of connecting cables is available in one configuration and three lengths, 4 feet, 8 feet and 12 feet.

The LNOP® series of oximetry sensors is available in five configurations: a single use oximetry sensor intended for adults and pediatrics greater than 30 kg; a single use oximetry sensor intended for pediativs and small adults greater than 10 kg and less than 50 kg, a single use oximetry sensor intended for neonates less than 10 kg with good skin integrity; a single use oximetry sensor intended for neonates with poor skin integrity less than 1 Kg; and a reusable oximetry sensor intended for adults and pediatrics greater than 30 kg.

0019

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Image /page/2/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo features the department's name arranged in a circular fashion around a symbol. The symbol is a stylized representation of a human figure, with three overlapping profiles suggesting a sense of community and support. The overall design is simple and conveys a sense of health and well-being.

Food and Drug Administration 9200 Corporate Boulevard Rockville MD 20850

JUN 7 1999

Mr. James J. Cronin Masimo Corporation 2852 Kelvin Avenue Irvine, CA 92614-5826

Re: K990966 Masimo SET® 2000 Pulse Oximeter and Assessories Regulatory Class: II (two) Product Code: 74 DQA Dated: March 22, 1999 Received: March 23, 1999

Dear Mr. Cronin:

We have reviewed your Section 510(k) notification of intent to market the device referenced above and we 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). 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 (Premarket Approval), 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 895. A substantially equivalent determination assumes compliance with the Current Good Manufacturing Practice requirements, as set forth in the Quality System Regulation (QS) for Medical Devices: General regulation (21 CFR Part 820) and that, through periodic QS inspections, the Food and Drug Administration (FDA) will verify such assumptions. Failure to comply with the GMP regulation may result in regulatory action. In addition, FDA may publish further announcements concerning your device in the Federal Register. Please note: this response to your premarket notification submission does not affect any obligation you might have under sections 531 through 542 of the Act for devices under the Electronic Product Radiation Control provisions, or other Federal laws or regulations.

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Paqe 2 - Mr. James J. Cronin

This letter will allow you to begin marketing your device as described in your 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 and additionally 809.10 for in vitro diagnostic devices), please contact the Office of Compliance at (301) 594-4648. Additionally, for questions on the promotion and advertising of your device, please contact the Office of Compliance at (301) 594-4639. Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). Other general information on your responsibilities under the Act may be obtained from the Division of Small Manufacturers Assistance at its toll-free number (800) 638-2041 or (301) 443-6597, or at its internet address "http://www.fda.gov/cdrh/dsma/dsmamain.html".

Sincerely yours,
Thomas J. Callehan

Thomas J. Callahan, Ph.D. Director Division of Cardiovascular, Respiratory, and Neurological Devices Office of Device Evaluation Center for Devices and Radiological Health

Enclosure

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Section 3 - Indications for Use

510(k) Number (if known):

K990966

WARNINGS

Explosion hazard. Do not use the Masimo SET® 2000 Pulse Oximeter in the presence of flammable anesthetics.

A pulse oximeter should NOT be used as an apnea monitor.

A pulse oximeter should be considered an early warning device. As a trend towards patient deoxygenation is indicated, blood samples should be analyzed by a laboratory co-oximeter to completely understand the patient's condition.

If an alarm condition occurs while the alarm silence period is set to off, only alarm indications will be visual displays and symbols related to the alarm condition.

The Masimo SET® 2000 Pulse Oximeter is to be operated by qualified personnel only.

Electric shock hazard. Covers to be removed only by technically qualified service personnel. There are no userserviceable parts.

To ensure patient electrical isolation, connect only to other equipment with electronically isolated circuits.

Do not connect to an electrical outlet controlled by a wall switch. Note:

As with all medical equipment, carefully route patient cabling to reduce the possibility of patient entanglement or strangulation.

Do not place the monitor or external power supply in any position that might cause it to fall on the patient. Do not lift the monitor by the power supply cord or patient cable, use only the handle on the monitor.

Do not use the Masimo SET® 2000 Pulse Oximeter or Masimo LNOP® series of sensors during magnetic resonance imaging (MR) scanning. Induced current could potentially cause burns. The Masimo SET® 2000 Pulse Oximeter may affect the MRI image, and the MRI unit may affect the accuracy of the oximetry measurements.

Interfering Substances: Carboxyhemoglobin may erroneously increase readings. The level of increase is approximately equal to the amount of carboxyhemoglobin present. Dyes, or any substance containing dyes, that change usual arterial pigmentation may cause erroneous readings.

(PLEASE DO NOT WRITE BELOW THIS LINE-CONTINUE ON ANOTHER PAGE IF NEEDED)

Concurrence of CDRH, Office of Device Evaluation (ODE)

signature
(Division Sign-Off)
Division of Cardiovascular, Respiratory, and Neurological Devices

510(k) NumberK990966
Prescription Use(Per 21 CFR 801.109)orOver-The-Counter Use0022 (Optional Format 1-2-96)

Section 3 Page 2

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§ 870.2700 Oximeter.

(a)
Identification. An oximeter is a device used to transmit radiation at a known wavelength(s) through blood and to measure the blood oxygen saturation based on the amount of reflected or scattered radiation. It may be used alone or in conjunction with a fiberoptic oximeter catheter.(b)
Classification. Class II (performance standards).