The present invention relates to techniques for measuring vibrotactile perception in body parts of human test subjects.
Adequate vibrotactile perception in peripheral body parts such as hands and feet is crucial for daily life. Individuals with compromised sensitivity to vibrations in their hands may have difficulty handling small objects, be prone to drop objects or even be incapable of performing everyday tasks such as dressing/undressing, taking care of hygiene or preparing food. Reduced sensitivity in the feet may affect an individual's balance and may impair the individual's ability to perceive formation of blisters on the feet, potentially allowing the blisters to progress into foot ulcers.
Reduced vibrotactile perception may be caused by damage to nerves or blood vessels as a result of mechanical vibrations at high magnitude and long duration. Such mechanical vibrations may e.g. be generated by hand-held vibrating instruments or tools. It is also well-known that impaired vibrotactile perception may result from progressive deterioration of nerve functionality in patients with diabetes, as well as chemically induced neuropathy in patients on chemotherapy.
Irrespective of origin, early detection of peripheral neuropathy is essential to prevent permanent damage or at least prevent a worsening of the condition. Sensitive and accurate measurement of the vibrotactile perception in body parts of human subjects is considered a valuable tool for early and reliable detection of compromised nerve functionality.
In clinical practice, problems with tactile perception are often diagnosed by self-reporting in questionnaires. This is a fast and cheap diagnostic technique. However, even if careful instructions are given to the subject, the technique is entirely subjective and prone to misunderstanding and psychological bias such as the subject's current mood or unwillingness to admit any problem.
Other known diagnostic techniques make use of a monofilament or a tuning fork which is pressed to the skin of the subject to cause a defined force/vibration. The subject is asked to report when the force/vibration is perceived, which indicates the level of tactile sensitivity. This technique is reliant on the skill of the operator and is not suitable for objective and accurate determination.
It is also known to use a specialized medical device known as a vibrometer, biothesiometer, pallesthesiometer or neurothesiometer. This medical device is configured to measure the vibration/vibrotactile perception threshold (VPT) at one or more vibration frequencies. The device comprises a projecting cylinder or probe which, when engaged by a body part of the subject, is controlled to vibrate at varying amplitudes for one or more distinct frequencies. During this test procedure, the subject may be instructed to indicate when the vibration is no longer discernible as the amplitude is gradually decreased, and to indicate when the vibration is sensed again as the amplitude is gradually increased. The amplitudes when perception is lost and regained form VPTs which may be analyzed to quantify the subject's vibrotactile perception.
An example of such a vibrometer is disclosed in WO2006/046901. For quantitative analysis, it is important that the subject applies the body part onto the probe in a consistent manner during the test procedure. To this end, the vibrometer may include a pressure/force sensor which is operatively connected to the probe to measure the application force. The vibrometer provides feedback to the subject or an operator about the measured application force and thereby enables the subject to make adjustments to attain a sufficiently consistent application force on the probe.
It is known that the skin temperature has an impact on the VPTs measured by a vibrometer. For example, the sensitivity in fingers to vibrations has been found to be significantly lower when the fingers are colder than 27° C., see e.g. “Effect of individual finger skin temperature on vibrotactile perception threshold” by Harazin et al, published in Int J Occup Med Environ Health, 2013, 26(6), pp 930-939. It is therefore important to know the skin temperature in order to avoid incorrect or misleading measurements of VPTs. In fact, the ISO standard for vibrotactile perception measurements, given by ISO 13091-1 and 13091-2, stipulate that the skin temperature should be in the range of 27-35° C. and that the ambient temperature should be in the range of 20-30° C. during the test procedure. The standard also stipulates that the test procedure should be repeated if deviations from these temperature ranges are detected or suspected during or after the test procedure.
WO2006/046901 proposes to mount a temperature sensor on the probe to measure the skin temperature during or at least at the beginning of the test procedure. However, it is technically demanding to integrate a temperature sensor with the probe without affecting its vibrations. Further, the vibrations may affect the durability of the sensor.
In practice, e.g. in the Applicant's commercially available first-generation VibroSense Meter®, the vibrometer housing may include a contact sensor for temperature measurement at a location well-separated from the probe. The contact sensor may be used for measurement of both skin temperature and ambient (room) temperature. Before the test procedure, the subject places the related body part on the contact sensor to check the skin temperature. This additional step takes time and makes the vibrometer more complex to use. To avoid that the initial skin temperature measurement is forgotten, the vibrometer needs to implement a dedicated confirmation step. Further, inadequate contact pressure and contact time between the body part and the contact sensor may compromise the accuracy of the temperature measurement. Also, the measurement of ambient temperature may be biased by the temperature of the vibrometer, which may be heated by the electronics inside the housing.
It is an objective of the invention to at least partly overcome one or more limitations of the prior art.
A further objective is to facilitate automated measurement of skin temperature of a relevant body part in an apparatus for measuring vibrotactile perception.
Another objective is to enable automated measurement of ambient temperature.
Yet another objective is to ensure the accuracy of the measured temperature(s).
One or more of these objectives, as well as further objectives that may appear from the description below, are at least partly achieved by an apparatus, a method and a computer-readable medium in accordance with the independent claims, embodiments thereof being defined by the dependent claims.
A first aspect of the invention is an apparatus configured to perform a test procedure for measuring vibrotactile perception of a subject. The apparatus comprises: a vibration probe with an end portion arranged for engagement by a body part of the subject; a contactless temperature sensor arranged to face the body part when engaged with the end portion, the contactless temperature sensor configured to provide a first output signal; a force sensor coupled to the vibration probe, said force sensor configured to provide a second output signal indicative of an application force onto the end portion; and a control unit configured to, before the test procedure, compute one or more characteristic parameters of the first and/or second output signals indicative of presence or absence of the body part and, when presence of the body part is determined based on the one or more characteristic parameters, set a current temperature of the body part to a current temperature value given by the first output signal.
The apparatus of the first aspect includes a contactless sensor for sensing temperature. Such a contactless sensor is capable of remotely sensing the temperature within a field of view. If the field of view is unobstructed, the sensor measures the temperature of the surroundings, i.e. the ambient temperature. If an object is placed in the field of view, the sensor measures the surface temperature of the object. Since the body part temperature and the ambient temperature are unknown and may overlap, as explained in the Background section, implementation of a contactless temperature sensor in an apparatus for measuring vibrotactile perception requires a technique of discriminating between measurements of ambient temperature and measurements of body part temperature (skin temperature). While this may be achieved by temporal separation of the two types of measurements, e.g. by instructing the subject to place the body part over the sensor at a specific time point, such an additional step takes time, makes the apparatus more complex to use, and is prone to human error. The first aspect is based on the insight that it is desirable to arrange the contactless sensor to face the body part when the body part engages the end portion of the vibration probe, since this would allow for automated measurement of skin temperature when the body part is in place on the probe in advance of the test procedure. The contactless sensor is preferably arranged to measure the temperature close to the area of contact between the body part and the end portion, e.g. within a distance of 0-50 mm from the area of contact. The first aspect is also based on the insight that the above-mentioned temporal discrimination may be replaced by a discrimination based on signal analysis of at least one of the output signal of the temperature sensor and the output signal of a force sensor coupled to the vibration probe, and that such a discrimination enables automated and reliable measurement of skin temperature. Thus, skin temperature may be measured when the subject is preparing for the vibrotactile perception measurement by placing the body part in contact with the end portion of the vibration probe, and without requiring any changes to standard procedures and even without informing or instructing the subject in respect of the temperature measurement. For example, the apparatus may be capable of verifying that the skin temperature falls within the requisite range while it verifies that the application force is adequate.
It is realized that the first aspect facilitates automated measurement of skin temperature by enabling temperature measurement while the body part is engaged with the vibration probe in preparation for a test procedure. The first aspect thereby reduces the preparation time for the test procedure and obviates the risk of forgetting to measure and verify the skin temperature. The first aspect also obviates the need for instructing the subject to measure the skin temperature. As a beneficial side effect, the first aspect also enables automated measurement of skin temperature during the course of the test procedure by use of the contactless sensor. It is also conceivable to verify that the body part is present on the probe during the test procedure based on the output signal of the contactless sensor.
Further, the first aspect ensures the accuracy of the measured skin temperature. Since there is no physical contact between the contactless sensor and the body part, the accuracy is not affected by variations in contact pressure or contact time. Further, variations in measurement time may be minimized since the skin temperature is measured while the body part is engaged with the vibration probe in preparation for the test procedure.
Still further, the contactless sensor may also be operated to measure the ambient temperature. Compared to a contact sensor, the accuracy of the ambient temperature may be improved since the contactless sensor generally is less sensitive to its own temperature and the temperature at the mounting site. A contactless sensor may be configured to measure and compensate for the temperature at the mounting location when determining the temperature within the predefined field of view.
In the following, various embodiments of the first aspect are defined. These embodiments provide at least some of the technical effects and advantages described in the foregoing, as well as additional technical effects and advantages as readily understood by the skilled person, e.g. in view of the following detailed description.
In some embodiments, the control unit is further configured to, when absence of the body part on the end portion is determined based on the one or more characteristic parameters, set a current ambient temperature to the current temperature value given by the first output signal.
In some embodiments, the one or more characteristic parameters comprises at least two characteristic parameters, wherein the control unit is configured to set the current temperature of the body part to the current temperature value given by the first output signal, only when all of the characteristic parameters indicate presence of the body part.
In some embodiments, the control unit is further configured to, when at least one of the two or more characteristic parameters indicate absence of the body part on the end portion, set a current ambient temperature to the current temperature value given by the first output signal.
In some embodiments, the contactless temperature sensor is an electromagnetic radiation sensor.
In some embodiments, the control unit is configured to compute the one or more characteristic parameters as a function of both the first output signal and the second output signal.
In some embodiments, the control unit is configured to determine presence of the body part on the end portion by evaluating the one or more characteristic parameters in relation to a respective range of values.
In some embodiments, the control unit is configured to compute at least one of the one of more characteristic parameters to represent a temporal gradient in the first or second output signal, and evaluate the temporal gradient in relation to a range of gradient values for determination of presence of the body part on the end portion.
In some embodiments, the control unit is configured to compute at least one of the one of more characteristic parameters to represent a variability in the first or second output signal, and evaluate the variability in relation to a variability reference for determination of presence of the body part on the end portion.
In some embodiments, the control unit is configured to, during a reference phase in which the body part is absent from the end portion, compute a baseline temporal variability, and set the variability reference based on the baseline temporal variability.
In some embodiments, the apparatus further comprises a heat source which is arranged to generate heat at the body part, if the body part is engaged with the end portion, for detection by the contactless temperature sensor, the control unit being further configured to cause the heat source to be activated at least once in a predefined time period and compute at least one of the characteristic parameters in the first output signal during the predefined time period.
In some embodiments, the control unit is further configured to, when absence of the body part is determined based on the one or more characteristic parameters, set a current ambient temperature to the current temperature value given by the first output signal when the heat source is deactivated.
In some embodiments, the control unit is further configured to compute at least one of the one of more characteristic parameters to represent a magnitude in the first or second output signal, and evaluate the magnitude in relation to a magnitude range for determination of presence of the body part on the end portion.
In some embodiments, the apparatus comprises a further temperature sensor, and the control unit is configured to obtain a temperature value from the further temperature sensor and set the magnitude range based on the temperature value.
In some embodiments, the apparatus comprises a housing containing at least the vibration probe and the contactless temperature sensor, and the further temperature sensor is located to sense a temperature inside the housing.
In some embodiments, the one or more characteristic parameters represent at least one of a magnitude, a variability and a temporal gradient in the first and/or second output signal.
In some embodiments, the apparatus further comprises: a support surface portion which is spaced from the vibration probe, and a contact sensor arranged at the support surface portion to detect contact between the body part and the support surface portion, wherein the control unit is configured to: obtain a third output signal from the contact sensor, and set the current temperature of the body part to the current temperature value given by the first output signal only when presence of the body part is determined based on the one or more characteristic parameters and the third output signal indicates said contact between the body part and the support surface portion.
In some embodiments, the apparatus further comprises a housing that defines a first opening and a second opening, which is spatially separate from the first opening, and the vibration probe is arranged in the housing in alignment with the first opening, and the contactless temperature sensor is arranged in the housing in alignment with the second opening.
A second aspect is a method of preparing an apparatus for measuring vibrotactile perception of a subject, the apparatus comprising a vibration probe having an end portion arranged for engagement by a body part of the subject. The method comprises: obtaining a first output signal from a contactless temperature sensor arranged to face the body part when the body part is engaged with the end portion of the vibration probe, and optionally obtaining a second output signal from a force sensor coupled to the vibration probe, said second output signal being indicative of an application force onto the end portion; computing one or more characteristic parameters of the first and/or second output signals; evaluating the one or more characteristic parameters for presence of the body part; and setting, when said evaluating indicates presence of the body part, a current temperature of the body part to a current temperature value given by the first output signal.
Any one of the embodiments of the first aspect may be adapted and implemented as an embodiment of the second aspect.
A third aspect of the invention is a computer-readable medium comprising computer instructions which, when executed by a processor, cause the processor to perform the method of the second aspect or any of its embodiments.
A fourth aspect is an apparatus configured to perform a test procedure for measuring vibrotactile perception of a subject. The apparatus comprises: a vibration probe with an end portion arranged for engagement by a body part of the subject; a contactless temperature sensor configured to provide a first output signal and arranged with its field of view facing the body part when the body part is engaged with the end portion; a presence sensor configured to provide a second output signal indicative of presence of the body part in the field of view; and a control unit configured to, before the test procedure, evaluate the second output signal for presence of the body part in the field of view and, when presence of the body part is determined, set a current temperature of the body part to a current temperature value given by the first output signal. In one embodiment, the presence sensor is a radiation detector which is configured to detect a shadow of the body part. In one embodiment, a field of view of the radiation sensor at least partly overlaps the field of view of the contactless temperature sensor. In one embodiment, the presence sensor is configured to at least partly detect radiation in a visible wavelength range.
A fifth aspect is a method of preparing an apparatus for measuring vibrotactile perception of a subject, the apparatus comprising a vibration probe having an end portion arranged for engagement by a body part of the subject. The method comprises: obtaining a first output signal from a contactless temperature sensor arranged with its field of view facing the body part when the body part is engaged with the end portion; obtaining a second output signal from a presence sensor which is responsive to presence of the body part in the field of view; evaluating the second output signal for presence of the body part in the field of view; and setting, when said evaluating determines presence of the body part, a current temperature of the body part to a current temperature value given by the first output signal.
Still other objectives, features, embodiments, aspects and advantages of the present invention may appear from the following detailed description, from the attached claims as well as from the drawings.
Embodiments of the invention will now be described in more detail with reference to the accompanying drawings.
Embodiments of the present invention will now be described more fully hereinafter with reference to the accompanying drawings, in which some, but not all, embodiments of the invention are shown. Indeed, the invention may be embodied in many different forms and should not be construed as limited to the embodiments set forth herein; rather, these embodiments are provided so that this disclosure may satisfy applicable legal requirements. Like numbers refer to like elements throughout.
Also, it will be understood that, where possible, any of the advantages, features, functions, devices, and/or operational aspects of any of the embodiments of the present invention described and/or contemplated herein may be included in any of the other embodiments of the present invention described and/or contemplated herein, and/or vice versa. In addition, where possible, any terms expressed in the singular form herein are meant to also include the plural form and/or vice versa, unless explicitly stated otherwise. As used herein, “at least one” shall mean “one or more” and these phrases are intended to be interchangeable. Accordingly, the terms “a” and/or “an” shall mean “at least one” or “one or more”, even though the phrase “one or more” or “at least one” is also used herein. As used herein, except where the context requires otherwise owing to express language or necessary implication, the word “comprise” or variations such as “comprises” or “comprising” is used in an inclusive sense, that is, to specify the presence of the stated features but not to preclude the presence or addition of further features in various embodiments of the invention. Similarly, the expressions “as a function of” and “based on” in combination with a specified set of parameters or the like are inclusive and do not to preclude the presence or addition of further parameters.
The vibrometer 1 comprises a housing 2, only shown in part, which encloses an electro-mechanical measurement system and defines first and second openings 3A, 3B. The housing 2 may also serve as a mechanical support for the body part 100 to improve the comfort of the test subject and to ensure that the VPTs are measured in a consistent and repeatable way. The measurement system includes a measurement device 4 with a vibration probe 5 which is arranged to project through the first opening 3A to expose the distal probe end 5A (“end portion”). The measurement device 4 includes a vibrator 6, which is an electro-dynamic device that vibrates when supplied with a current or voltage, and a force sensor 7. The vibration probe 5 is coupled to the vibrator 6 which is thereby operable to impart a longitudinal vibration to the probe 5, as indicated by a double-ended arrow. The force sensor 7 is directly or indirectly coupled to the probe 5 to sense the longitudinal application force onto the probe end 5A. The force sensor 7 may be of any type, and the force may be given by direct force measurement, e.g. by one or more strain gauges, accelerometers, etc., or by indirect measurement of displacement of the probe or the vibrator 6. The force may also be indirectly given by analysis of the supply current to the vibrator 6. The vibrometer 1 further includes an input device 8 which allows the test subject to signal when the vibration of the probe 5 is sensed by the test subject. The input device 8 may include any combination of a button, a keyboard, a key pad, a microphone, a gesture recognition system, etc. A feedback device 9 enables the vibrometer 1 to output indications or instructions to the test subject or an operator of the system 1. The feedback device 9 may include any combination of indicator lamp, display, touch screen, speaker, etc. A control unit 10 operates the vibrometer 1 and is connected, by wire or wirelessly, to output a control signal to the vibrator 6 and a feedback signal to the feedback device 9 and to receive a force signal f from the force sensor 7 and an input signal from the input device 8. The control unit 10 is configured to perform a test procedure to obtain VPTs. During the test procedure, the control unit 10 operates the vibrator 6 to impart vibrations to the probe 5 at different intensities (amplitudes) at one or more frequencies. The test subject, which has engaged a finger, e.g. the fingertip as shown, with the probe end 5A, then indicates via the input device 8 when the vibration of the probe 5 is sensed. During the test procedure, the control unit 10 monitors the force signal f from the sensor 7 to ensure that the application force of the fingertip on the probe end 5A is adequate.
In the illustrated example, the control unit 10 comprises a processor 11 and computer memory 12. A control program comprising program instructions is stored in the memory 12 and executed by the processor 11 to control the operation of the vibrometer 1, including all methods and processes disclosed herein. As indicated, the control program 21 may be supplied to the control unit 10 on a computer-readable medium 20, which may be a tangible (non-transitory) product (e.g. magnetic medium, optical disk, read-only memory, flash memory, etc.) or a propagating signal.
In
As understood from the Background section, it is desirable to verify the skin temperature of the body part 100, and preferably also the surrounding (ambient) temperature at the location of the vibrometer 1, before initiating the test procedure. It is also preferable that such verification is made automatically by the vibrometer 1 and without imposing constraints or special actions on the test subject. The temperature signal TIR of the sensor 13 will indicate the average temperature within the field of view 13A. It is realized that the average temperature will correspond to the ambient temperature when the body part 100 is not located within the field of view 13A, and the skin temperature when the body part 100 is located within the field of view 13A. However, since the skin temperature and the ambient temperature may attain similar values, it is challenging to discriminate between ambient and skin temperature in the temperature signal TIR. Embodiments of the invention seek to overcome this problem, and preferably with minimum increase in cost and complexity of the vibrometer 1.
In step 303, one or more characteristic parameters are computed based on the first and/or second measurement data. The respective characteristic parameter is computed to yield one or more characteristic values representative of presence or absence of the body part 100. The characteristic parameter may belong to different categories. In a first category, the characteristic parameter represents the current variability in the temperature signal TIR, e.g. within a predefined or selected time window Δt (
The foregoing first to third categories of characteristic parameters are equally applicable to and may thus be computed for the force signal f.
In step 304, the one or more characteristic parameters are evaluated for detection of presence of the body part 100. Step 304 may involve comparing each computed characteristic parameter to a respective reference, e.g. a range indicative of either presence or absence of the body part. The range may be predefined or determined from the respective signal TIR, f. The range may be open-ended or defined by minimum and maximum threshold values. For example, as understood from
Step 303 may compute two or more characteristic parameters for evaluation by step 304, which determines presence of the body part 100 only if all of the characteristic parameters indicate such presence. The characteristic parameters may be computed to be substantially concurrent in time, e.g. for a common time period (cf. Δt in
If step 304 determines presence of the body part 100, the method proceeds to step 305 which sets the skin temperature to the current magnitude in the temperature signal TIR. Step 305 may compute the current magnitude for the signal TIR or, if the current magnitude was computed by step 303, use the already computed magnitude.
If step 304 fails to determine presence of the body part 100, the method proceeds to step 306 which sets the ambient temperature to the current magnitude in the temperature signal TIR. After step 306, the method returns to step 301.
The method 300 in
The method 300 facilitates measurement of skin temperature and may be performed during the normal procedure of engaging the body part 100 with the probe end 5A in preparation for the test procedure. The method 300 may be automated and performed without the need to provide dedicated instructions to the test subject and without physical contact between the body part 100 and the sensor 13. The measurement of skin temperature may be even performed without the subject knowing.
If the characteristic parameter(s) represent both signals TIR, f, verification of presence in step 304 produces the additional advantage of verifying that the body part 100 is properly oriented and positioned on the vibrometer 1. This is relevant since vibrometers commonly define a dedicated support surface (cf. 17 in
Although not shown in
In the following, a few non-limiting implementations of the method 300 in
The method 400 in
The method 410 in
The method 420 in
The method 440 in
The method 460 in
The method 480 in
In a variant of the method 480, step 482 obtains the gradient in the temperature signal TIR as the heat source 15 is being switched on, and step 485 compares the gradient to a predefined gradient threshold. In another variant, the step 482 obtains the magnitude of the temperature signal TIR when the heat source 15 has been switched on, and step 485 compares this magnitude to a magnitude threshold, which may be predefined or given by the magnitude obtained by step 484. In these variants, step 481 need not repeatedly switch the heat source 15 on and off, since it may be sufficient for step 481 to only switch on the heat source 15 once. Any combination of variability, gradient and magnitude may be evaluated by step 485. It is currently believed that the most robust presence detection is obtained by use of variability.
The evaluation for presence detection may involve signal analysis of one or more further signals in addition to the force signal f and/or the temperature signal TIR. In the embodiment in
In the example of
In all embodiments disclosed herein, the force signal f may be replaced or supplemented by a contact signal C2 indicative of contact between the body part 200 and the probe end 5A. The contact signal C2 may be provided by a touch or contact sensor 18 configured to detect that the body part 100 touches the probe end 5A, as indicated in
In some embodiments, presence of the body part 100 within the field of view 13A of the sensor 13 may be inferred based on the output signal of a radiation detector which is configured to detect the shadow of the body part 100 against ambient radiation, i.e. incoming radiation from the surroundings of the vibrometer 1. In
In an additional aspect, detection of presence of the body part 100 is primarily based on the output signal S of the shadow detector 15, optionally supplemented by evaluation of characteristic parameter(s) in TIR and/or f and/or C2. This additional aspect may be implemented by modifying the method 600 in
While the invention has been described in connection with what is presently considered to be the most practical and preferred embodiments, it is to be understood that the invention is not to be limited to the disclosed embodiments, but on the contrary, is intended to cover various modifications and equivalent arrangements included within the spirit and the scope of the appended claims.
Further, while operations are depicted in the drawings in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order, or that all illustrated operations be performed, to achieve desirable results. In certain circumstances, parallel processing may be advantageous.
Number | Date | Country | Kind |
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1950373-9 | Mar 2019 | SE | national |
Filing Document | Filing Date | Country | Kind |
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PCT/SE2020/050298 | 3/23/2020 | WO | 00 |