K Number
K062144
Manufacturer
Date Cleared
2006-10-12

(77 days)

Product Code
Regulation Number
870.1025
Panel
CV
Reference & Predicate Devices
AI/MLSaMDIVD (In Vitro Diagnostic)TherapeuticDiagnosticis PCCP AuthorizedThirdpartyExpeditedreview
Intended Use

The Escort M8 Vital Signs Patient Monitor Model 3810 is intended for use as a vital signs monitor for adult and pediatric patients in a hospital setting.

Device Description

The Escort M8 Vital Signs Patient Monitor Model 3810 is a multiparameter patient monitor intended to monitor adult and pediatric patient vital signs for general hospital use. The Escort M8 contains the hardware and software needed to perform complex data gathering and signal processing tasks that allow it to produce accurate and reliable measurements of physiological parameters such as heart rate, ECG, non invasive blood pressure, temperature, respiration, SPO2, and capnometry (eTCO2 and FiCO2), provides arrhythmia detection and displays this information on an LCD display.

AI/ML Overview

The provided text describes the acceptance criteria and performance of the Escort M8 Vital Signs Patient Monitor Model 3810, which is a multiparameter patient monitor.

Here's the breakdown of the requested information:

1. Acceptance Criteria and Reported Device Performance

Note: The document primarily focuses on technical parameters and compliance with standards rather than clinical performance metrics like sensitivity/specificity for disease detection. The "Performance" is reported as Pass/Fail against specified requirements.

ParameterAcceptance CriteriaReported Device Performance
General
Electrical SafetyUL 60601-1:2003, IEC 60601-1-1:2000Pass
EMCIEC 60601-1-2Pass
BiocompatibilityISO 10993-1Pass
ShockIEC 60068-2-27Pass
VibrationIEC 60068-2-64Pass
Invasive Pressure Monitoring
Measurement range-10 to 300 mmHgPass
Measurement accuracy± 2 mmHg or ± 2%Pass
Heart Rate Range30 to 240 bpm.Pass
Heart Rate Accuracy± 4 bpmPass
Sensitivity5 uV/V/mmHgPass
StandardIEC 60601-2-34: 2000Pass
Capnometer
Accuracy 0 to 20 min (0-38 mmHg)± 4 mmHgPass
Accuracy 0 to 20 min (39-99 mmHg)± 12%Pass
Accuracy 20 min and up (0-38 mmHg)± 2 mmHgPass
Accuracy 20 min and up (39-99 mmHg)± 5% of reading +0.08% for every 1mmHg above 38 mmHgPass
Measurement Range0 to 99 mmHg ; 0 to 13.0 Vol%; 0 to 13.0 kPaPass
Flow Rate50ml per min.Pass
Respiration Rate0 to 150 bpmPass
Respiration Accuracy (0-70 bpm)± 1 bpmPass
Respiration Accuracy (71-120 bpm)± 2 bpmPass
Respiration Accuracy (121-150 bpm)± 3 bpmPass
StandardISO 21647:2004Pass
Transmitter and Receiver
FrequencySpread spectrum 902 to 928 MHzPass
TransmissionBidirectional with seamless auto-retryPass
FCC Licensing47 CFR Part 15Pass
Arrhythmia Detector and Alarm
Heart Rate Range15 to 300 bpm.Pass
Heart range accuracy± 2 bpm or ± 1%, whichever is greaterPass
Pacer rejectionRejects all pulses of amplitude ± 2mV to ± 700mV and duration 0.1 to 2 ms with no tailPass
Tall T-Wave rejection (Without Arrhythmia Option)Rejects all T-Waves less than or equal to 120% of 1mV QRS.Pass
Tall T-Wave rejection (With Arrhythmia Option)Rejects T-Waves less than or equal to 60% of 1mv QRS.Pass
Arrhythmia analysisAsystole, Couplets, Bigeminy, Trigminy, Ventricular Tachycardia, Ventricular Fibrillation, Ventricular Rhythm, Ventricular runs, Multi-focal PVC's, and R-on-T.Pass
StandardAAMI/ANSI EC 57: 1998Pass
Oximeter
Saturation Range1% to 100%Pass
Saturation Accuracy (70-100%, no motion)± 2 digitsPass
Saturation Accuracy (70-100%, motion)± 3 digitsPass
Saturation Accuracy (0-69%)unspecifiedPass
Saturation Resolution1%Pass
Pulse rate range25 to 240 BpmPass
Pulse rate accuracy (25-240, no motion)± 3 digitsPass
Pulse rate accuracy (25-240, motion)± 5 digitsPass
Pulse rate resolution1 BPMPass
Display
TypeColor Active Matrix TFT LCDPass
Size8.4 in./21.3 cm diagonalPass
Resolution640 x 480 pixelsPass
Number of Traces4 channelsPass

2. Sample size used for the test set and the data provenance

The document states: "Validation and Verification Testing confirmed that this device operates as designed and intended. The specifications for this device were verified in bench testing under simulated use conditions. Compliance to performance standards was confirmed by bench testing. This device was validated using patient simulators under simulated use conditions."

  • Sample size for test set: The document does not specify a numerical sample size for "patient simulators" or "simulated use conditions." It implies that various scenarios within the specified ranges for each parameter were tested.
  • Data provenance: The testing was conducted internally by the manufacturer (Invivo Corporation) as part of their validation and verification process. It's not explicitly stated if it's retrospective or prospective in detail, but standard bench and simulator validation is typically prospective for device approval. The "country of origin of the data" would implicitly be the USA, where the company is located.

3. Number of experts used to establish the ground truth for the test set and the qualifications of those experts

Not applicable. The ground truth for this type of vital signs monitor performance testing is based on the known, precise outputs of patient simulators and calibrated measurement equipment used in bench testing, not expert consensus on interpretations of medical data.

4. Adjudication method for the test set

Not applicable. As the testing relies on objective measurements against pre-defined technical specifications, there is no need for an adjudication method by human experts.

5. If a multi-reader multi-case (MRMC) comparative effectiveness study was done, If so, what was the effect size of how much human readers improve with AI vs without AI assistance

Not applicable. This is a vital signs patient monitor, not an AI-powered diagnostic imaging device that involves human readers interpreting cases. Therefore, an MRMC study comparing human reader performance with and without AI assistance is not relevant to this submission.

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

Yes, effectively. The performance testing described (bench testing, patient simulators) assesses the device's algorithmic and hardware performance independently of direct human interpretation, focusing on its ability to accurately measure and display vital signs. The "Pass/Fail" results reflect the standalone performance against the technical requirements.

7. The type of ground truth used

The ground truth used for performance validation is instrumentation-based and simulated, derived from patient simulators and calibrated test equipment. This refers to precisely controlled inputs (e.g., specific blood pressure values, heart rates, SpO2 levels) generated by simulators, against which the device's measurements are compared for accuracy and precision.

8. The sample size for the training set

Not applicable. This device is a physiological patient monitor, not an AI/ML device that requires a "training set" in the context of machine learning model development. Its functionality is based on established signal processing algorithms and hardware engineering, not a learned model from a large dataset.

9. How the ground truth for the training set was established

Not applicable, as there is no "training set" in the context of this device.

§ 870.1025 Arrhythmia detector and alarm (including ST-segment measurement and alarm).

(a)
Identification. The arrhythmia detector and alarm device monitors an electrocardiogram and is designed to produce a visible or audible signal or alarm when atrial or ventricular arrhythmia, such as premature contraction or ventricular fibrillation, occurs.(b)
Classification. Class II (special controls). The guidance document entitled “Class II Special Controls Guidance Document: Arrhythmia Detector and Alarm” will serve as the special control. See § 870.1 for the availability of this guidance document.