K Number
K133586
Date Cleared
2013-12-18

(27 days)

Product Code
Regulation Number
870.2300
Panel
CV
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The ViSi Mobile Monitoring System is intended for use by clinicians and medically qualified personnel for single or multi-parameter vital signs monitoring of adult patients. It is indicated for ECG (3 or 5 leadwire), respiration rate (RESP), heart rate (HR), non-invasive blood pressure (NIBP), non-invasive monitoring of functional oxygen saturation of arterial hemoglobin (SpO2), pulse rate (PR), and skin temperature (TEMP) in hospital-based facilities; including general medical-surgical floors, intermediate care floors, and emergency departments.

The ViSi Mobile Monitoring System may be used as standalone devices or networked to central station through wireless 802.11 communication.

Device Description

The ViSi Mobile Monitoring System is a lightweight, portable patient vital signs monitor featuring a high resolution, full color touch screen display, with visual and audible alarms and alerts. The ViSi Mobile Monitor is body-worn and designed to continuously measure ECG, heart rate, SpO2, pulse rate, respiration rate, and temperature. The ECG, SpO2, and Respiration waveforms are viewable on demand. NIBP can be measured as a onetime measurement, or it can be measured automatically at predefined intervals

AI/ML Overview

This K133586 submission is a special 510(k) for a modification to the ViSi Mobile Monitoring System. The modification is only to increase the time to alarm for critically low, low, and high heart rates. The device design, technology, materials, and processes remain unchanged. Therefore, a comprehensive study proving the device meets acceptance criteria related to its vital sign measurements is not included or required in this specific submission. The submission focuses on the safety and effectiveness of the alarm modification.

However, based on the information provided, we can infer some details that would typically be part of a full device submission, and we can specifically address the modification's impact based on the available text.

1. Table of Acceptance Criteria and Reported Device Performance

Since this is a modification to alarm timing, the acceptance criteria would primarily relate to the accuracy and timing of the alarms themselves. The document states "The modification is only to increase the time to alarm for critically low, low, and high heart rates". This implies the original device already had established performance for heart rate measurement.

Acceptance Criteria for Alarm Timing Modification:

ParameterAcceptance Criteria (Implied for this modification)Reported Device Performance (Implied from the submission being cleared)
Alarm TimingIncreased time to alarm for critically low, low, and high heart rates, meeting applicable safety standards (e.g., IEC 60601-1-8 for alarm systems).The modified alarm timing was deemed substantially equivalent and safe.
Heart Rate Accuracy(No change from predicate) Accuracy of heart rate measurement within a specified range (e.g., ±X bpm or X%).(Presumed to meet predicate device's performance).
False Alarms(No change from predicate) Acceptable rate of false alarms, potentially improved by increased alarm delay.(Presumed to meet predicate device's performance).

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

The provided 510(k) summary does not detail a separate clinical or non-clinical test set for this specific modification. Since the change is only to alarm timing, a full-scale test set involving patient data for vital sign accuracy is not described. It is more likely that:

  • Bench testing: The modified alarm logic would have been tested extensively in a lab setting using simulated heart rate data to verify the new alarm delays.
  • Safety assessment: A risk analysis would have been performed to ensure the increased alarm delay does not pose an undue risk to patients.

Therefore, specific sample sizes for a "test set" in the context of vital sign accuracy or a large clinical study are not mentioned for this specific submission. The data provenance for such bench testing would originate from the manufacturer's internal testing.

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

Not applicable for this modification as it pertains to alarm timing logic, not the accuracy of a diagnostic output where expert consensus would be needed. The "ground truth" for alarm timing would be the specified delay parameter implemented in the software.

4. Adjudication Method for the Test Set

Not applicable for this modification.

5. If a Multi-Reader Multi-Case (MRMC) Comparative Effectiveness Study was done

No. This device is a vital signs monitor, not an interpretive AI system that human readers would interact with in a diagnostic context. Therefore, an MRMC study is not relevant.

6. If a Standalone (i.e. algorithm only without human-in-the-loop performance) was done

Yes, in the sense that the alarm logic itself functions "standalone" as part of the device's software. The performance of the alarm delay would be tested independently of human intervention during the verification and validation process to ensure it triggers at the correct (newly modified) time. However, this is not an "AI algorithm" in the common sense of the term.

7. The Type of Ground Truth Used

For the specific modification of alarm timing, the ground truth would be:

  • Defined Technical Specifications: The new, increased alarm delay times specified by the manufacturer.
  • Validated System Behavior: Demonstrating that the device's software accurately implements these new delay times.

For the original vital sign measurements (HR, SpO2, NIBP, etc.) (from the predicate device's submission), the ground truth would typically be established using:

  • Reference Devices: Comparing measurements from the ViSi Mobile Monitoring System to simultaneously acquired measurements from highly accurate,
    calibrated reference devices (e.g., an invasive arterial line for NIBP, a co-oximeter for SpO2, a reference ECG for HR).
  • Physiological Stimulators: Using simulators to generate known vital signs for testing.

8. The Sample Size for the Training Set

Not applicable. This device is not an AI/ML device that requires a "training set" in the conventional sense. The alarm logic is rule-based and modified through program changes, not through machine learning.

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

Not applicable, as there is no training set for this type of device and modification.

§ 870.2300 Cardiac monitor (including cardiotachometer and rate alarm).

(a)
Identification. A cardiac monitor (including cardiotachometer and rate alarm) is a device used to measure the heart rate from an analog signal produced by an electrocardiograph, vectorcardiograph, or blood pressure monitor. This device may sound an alarm when the heart rate falls outside preset upper and lower limits.(b)
Classification. Class II (performance standards).