CN113855024A - Wearable equipment for all-weather evaluation of depression symptoms of depression patients - Google Patents
Wearable equipment for all-weather evaluation of depression symptoms of depression patients Download PDFInfo
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- CN113855024A CN113855024A CN202111304634.2A CN202111304634A CN113855024A CN 113855024 A CN113855024 A CN 113855024A CN 202111304634 A CN202111304634 A CN 202111304634A CN 113855024 A CN113855024 A CN 113855024A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
- A61B5/165—Evaluating the state of mind, e.g. depression, anxiety
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02405—Determining heart rate variability
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02438—Detecting, measuring or recording pulse rate or heart rate with portable devices, e.g. worn by the patient
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
- A61B5/163—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state by tracking eye movement, gaze, or pupil change
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4803—Speech analysis specially adapted for diagnostic purposes
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6802—Sensor mounted on worn items
- A61B5/6803—Head-worn items, e.g. helmets, masks, headphones or goggles
Abstract
The invention discloses wearable equipment for evaluating depression symptoms of depression patients in all weather, which comprises a wearable device, detection equipment, processing equipment and receiving equipment, wherein the wearable device comprises a sensing device, a processing device and a receiving device; the detection equipment and the processing equipment are fixed on the wearable device; the detection equipment is electrically connected with the processing equipment; the processing equipment is in wireless connection with the receiving equipment; the wearable device is used for fixing the detection equipment and the processing equipment; the detection device is used for detecting physiological information of a patient; the processing equipment is used for processing the physiological information and transmitting the processed physiological information to the receiving equipment; the receiving equipment is used for visually displaying the physiological information and evaluating the value of the physiological information to obtain the comprehensive depression score. The equipment provided by the invention has good safety, is not limited by time and place, and has the characteristic of wide application range.
Description
Technical Field
The invention relates to the technical field of evaluation equipment, in particular to wearable equipment for evaluating depression symptoms of depression patients in all weather.
Background
The prevalence rate and the recurrence rate of depression are high, and great burden is brought to families and society. In the aspect of evaluating the diagnosis and treatment of depression, a psychiatrist generally visits a clinic, and a psychiatrist performs a psychiatry and evaluates a scale to detect the severity of the condition. There are significant disadvantages, one of which, mental examination and scale measurements come from the patient's own reports of recent weeks of condition, as depressed patients often have "pubic feelings" of illness, or do not want to be hospitalized, or with strong intent, the possibility of the patient lying on purpose. Second, the patient's self-report is not objective with memory bias. There is therefore an urgent need for scientific and objective medical devices to record and analyze changes in the condition of patients with depression. The recent vigorous development and the continuous emergence of new technologies and new detection means provide references for the objective evaluation of depression symptoms and the development of equipment.
Depressed patients differ from normal controls in their ability to process environmental information by having preferential attention, longer fixation times and more fixation points for negative times and pictures. Studies have also found that ocular movement parameters are related to the severity of depressive symptoms. Carvalho found that both increased error rate and prolonged latency of the retrosaccadic eye was associated with the severity of depression in the subject, with latency of the retrosaccadic eye being positively correlated with more significant improvement in depressive symptoms; li et al found that the fixation times, eye jump times, and saccade paths in the visual angle task were negatively correlated with the Hamilton Depression Scale (24 items), and the average fixation time was positively correlated with the Hamilton Depression Scale (24 items). The results of the above studies all suggest that the eye movement index may provide an objective reference for evaluating the severity of depression.
Heart rate variability, i.e. the weak difference between adjacent heart beat intervals, refers to the variation of consecutive normal R-R intervals. Compared with healthy people, depression patients have improved sympathetic nerve response and reduced parasympathetic nerve response, and the change of autonomic nerve excitability can be quantitatively shown by a part of heart rate variability indexes. Studies have found that patients with depression have a reduced rate of overall heart rate variability, and major depression is more pronounced and associated with changes in symptoms. For example, the standard deviation of the R-R interval has a certain correlation with the total score of the depression self-rating scale; indicators of high frequency power (reflecting modulation of the vagus nerve), low frequency power (reflecting dual modulation of the sympathetic and vagus nerves) in heart rate variability are associated with hamilton depression scale scores. Foreign scholars also found that the standard deviation of the R-R interval of depression patients is obviously reduced, and is obviously and negatively correlated with the severity of depression. The research results show that the heart rate variability has certain correlation with depression symptoms, and a new idea is provided for evaluating the severity of depression.
Compared with the normal population, the speech speed and the tone of speech of the depression patient are slow when speaking, and parameters of speech fluency, prosodic features (speech volume, speech speed, tone, fundamental frequency curve, pause times and the like), speech features and the like are described in the speech signal of the depression patient, so that the emotional state of the patient can be reflected. Research shows that the variance, range, curve and mean of fundamental frequency have certain correlation with the severity of depression. The research finds that the sound frequency change of the depression patient is reduced, particularly the change of fundamental frequency related parameters such as energy, amplitude and bandwidth is reduced, and the fundamental frequency is associated with the severity of the depression. Quatierde's study showed that the speech frequency perturbations and amplitude perturbations of depression patients were positively correlated with the severity of depression. The study by the study of Hnig et al concluded that speech amplitude perturbations in patients with depression were significantly negatively correlated with severity. The study also found that depression symptoms were negatively correlated with low degree of speech energy changes and positively correlated with significant energy rate. The results of the studies carried out all suggest that the voice acoustic indicators have certain value in assessing depression. Therefore, an all-weather depression evaluation device combining the heart rate, the voice acoustic index and the eye movement index is needed.
Disclosure of Invention
In order to solve the problems that how to design equipment for evaluating depression in all weather by combining heart rate, voice acoustic indexes and eye movement indexes in the prior art and the like, the invention provides wearable equipment for evaluating depression symptoms of depression patients in all weather, which can detect the heart rate and voice acoustic indexes of a user in real time and comprehensively evaluate the depression symptoms according to the detection result.
In order to achieve the technical purpose, the invention provides the following technical scheme, which comprises the following steps:
the system comprises a wearable device, detection equipment, processing equipment and receiving equipment;
the detection equipment and the processing equipment are fixed on the wearable device;
the detection equipment is electrically connected with the processing equipment;
the processing device is wirelessly connected with the receiving device;
the wearable device is used for fixing the detection equipment and the processing equipment;
the detection device is used for detecting physiological information of a patient;
the processing equipment is used for processing the physiological information and transmitting the processed physiological information to the receiving equipment;
the receiving equipment is used for visually displaying the physiological information and evaluating the value of the physiological information to obtain the comprehensive depression score.
Optionally, the detection device includes a heart rate detection device, a voice detection device, and an eye movement detection device;
the heart rate detection device, the voice detection device and the eye movement detection device are respectively electrically connected with the processing device;
the heart rate detection device is used for detecting heart rate information of a patient;
the voice detection equipment is used for detecting voice information of a patient;
the eye movement detection device is used for detecting eye movement information of a patient.
Optionally, the processing device adopts a microprocessor, and the microprocessor is used for integrating and processing the heart rate information, the voice information and the eye movement information to obtain processed physiological information, and wirelessly transmitting the processed physiological information to the receiving device.
Optionally, the receiving device is a mobile terminal, wherein the mobile terminal includes a mobile phone and a tablet computer.
Optionally, the heart rate detection device adopts a heart rate tester, wherein the heart rate tester is used for testing heart rate information of the patient, and the heart rate information is heart rate variability.
Optionally, the voice detection device adopts a miniature microphone; the miniature microphone is used for receiving the voice data of the patient and extracting the voice information of the patient according to the voice data of the patient.
Optionally, the eye movement detection device is an eye movement monitoring device; the eye movement monitoring equipment is used for receiving the eye movement condition of the patient and recording the eye movement information of the patient according to the eye movement condition, wherein the eye movement information comprises fixation times, jump vision times, eye spirit activity and fixation time.
Optionally, the processing device is wirelessly connected to the receiving device through a bluetooth device.
Compared with the prior art, the invention has the following beneficial effects:
1. the safety is good. The invention provides a wearable device for symptom assessment, which has the characteristic of good safety.
2. The application range is wide. The invention can be used for symptom evaluation of inpatients and can also be used for evaluation and detection of household symptoms of patients. Is not limited by time and place, and has the characteristic of wide application range.
3. The effect is obvious. The evaluation equipment provided by the invention is assumed to be derived from professional thesis data, has reliable theoretical basis, and simultaneously utilizes the modern technology to provide evaluation equipment with remarkable effect, thereby making up the defects of the existing market.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings without inventive exercise.
FIG. 1 is a schematic diagram of an apparatus according to an embodiment of the present invention;
wherein, the device comprises 1-a heart rate tester, 2-a miniature microphone, 3-an eye movement monitoring device and 4-a microprocessor.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In order to solve the problems of how to design equipment for evaluating depression in all weather by combining heart rate, voice acoustic indexes and eye movement indexes in the prior art and the like, the invention provides the following scheme:
as shown in fig. 1, the present invention provides a wearable device for all-weather assessment of depression symptoms in a depression patient, comprising:
the system comprises a wearable device, detection equipment, processing equipment and receiving equipment;
the detection equipment and the processing equipment are fixed on the wearable device; the detection equipment is electrically connected with the processing equipment; the processing equipment is in wireless connection with the receiving equipment, and the wireless connection can be realized through Bluetooth equipment or WIFI equipment;
the wearable device is used for fixing the detection equipment and the processing equipment; the wearing device adopts a spectacle frame, and the detection equipment and the processing equipment are fixed on the same spectacle leg in the spectacle frame.
The detection device is used for detecting physiological information of a patient;
the detection equipment comprises heart rate detection equipment, voice detection equipment and eye movement detection equipment; the heart rate detection device, the voice detection device and the eye movement detection device are respectively electrically connected with the processing device;
the heart rate detection device is used for detecting heart rate information of a patient; the heart rate detection device adopts a heart rate tester 1, wherein the heart rate tester 1 is used for testing the heart rate information of a patient, and the heart rate information is heart rate variability.
The voice detection equipment is used for detecting voice information of a patient; the voice detection equipment adopts a miniature microphone 2; the microphone 2 is used for receiving the voice data of the patient and extracting the voice information of the patient according to the voice data of the patient. The voice information is continuous signal values of voice-related frequency and intensity, and the voice information can feed back parameters of fluency, rhythm characteristics, voice characteristics and the like of the voice of the patient.
The eye movement detection device is used for detecting eye movement information of a patient. The eye movement detection device adopts an eye movement monitoring device 3; the eye movement monitoring device 3 is used for receiving the eye movement condition of the patient and recording the eye movement information of the patient according to the eye movement condition, wherein the eye movement information comprises the fixation times, the jump vision times, the eye spirit activity and the fixation time. The eye movement monitoring device 3 selects an eye movement sensor for detecting the eye movement of the patient and recording the eye movement information according to the eye movement. Recording the facing direction of the pupil in real time, recording the current gazing time when the eyes gaze for a certain time, recording the gazing time as one time, and recording the jump-to-look time as one time when the eyes quickly scan. The eye movement monitoring equipment 3 can also use a wearable eye movement instrument, but the wearable eye movement instrument structure comprises a spectacle frame structure, and other detection equipment and processing equipment can be integrated into the wearable eye movement instrument to form the depression symptom evaluation equipment of the invention.
The processing equipment is used for processing the physiological information and transmitting the processed physiological information to the receiving equipment; the physiological information includes the above-mentioned heart rate information, voice information and eye movement information. The processing equipment adopts a central processing unit which is a microprocessor 4 and is used for integrating and processing the heart rate information, the voice information and the eye movement information to obtain processed physiological information, and the integrated and processed physiological information is wirelessly transmitted to the receiving equipment. The microprocessor 4 adopts a CPU processor to integrate and label different physiological information, a relevant communication interface is integrated on the CPU processor, and the processed physiological information is transmitted to a receiving device through the communication interface.
The receiving equipment is used for visually displaying the processed physiological information and evaluating the value of the physiological information to obtain the comprehensive depression score. The receiving device adopts a mobile terminal, wherein the mobile terminal comprises a mobile phone and a tablet personal computer. For the processed physiological information, the processed physiological information is displayed in a numerical value or a numerical value curve at different time through the existing mobile phone APP, a clinician can directly check the processed physiological information to give a comprehensive score and judge the depression symptom degree of a patient, or the mobile phone APP in the mobile terminal transmits data to a computer at the position of the clinician through a wireless network, the clinician performs comprehensive evaluation on the processed data, the comprehensive score is transmitted to the mobile terminal of the patient through the wireless network, and the comprehensive score is displayed. Besides the identification by the doctor, the physiological information can be subjected to threshold evaluation, different physiological information is set with related threshold levels, the threshold levels are graded and determined, when a certain physiological information is within a certain threshold level, the grade is output, different grades are set to be proportion in the comprehensive grade, and the comprehensive grade is obtained through calculation according to the obtained grade and proportion.
The wearable equipment for all-weather evaluation of depression symptoms of depression patients, provided by the invention, has the following specific equipment structure: the wearable device adopts a spectacle frame, a heart rate tester 1 is fixed on the tail end of one spectacle frame leg for measuring heart rate information of a patient, a micro microphone 2 is fixed on the outer side of the same spectacle frame leg for collecting voice information of the patient, an eye movement monitoring device 3 is arranged at the position of a spectacle lens close to the spectacle frame leg for collecting eye movement information of the patient, a microprocessor 4 is arranged on one side far away from the heart rate tester 1 on the same spectacle frame leg, the microprocessor 4 is electrically connected with the heart rate tester 1, the micro microphone 2 and the eye movement monitoring device 3, the microprocessor 4 processes the data by carrying an existing program and is wirelessly connected with a user terminal through Bluetooth equipment, the user terminal adopts a mobile phone, a tablet personal computer and other mobile equipment, the mobile equipment is provided with an existing APP, and the processing result of the central processing unit is visually displayed, and a composite score is given for the results of the composite eye movement, speech and heart rate variability.
After the patient wears the heart rate tester 1, the heart rate variability of the patient is measured, and the heart rate change condition of the patient is known. The miniature microphone 2 records the voice condition of the patient, extracts the voice signal and feeds back parameters of the voice in fluency, rhythm characteristics, voice characteristics and the like. The eye movement monitoring device 3 is used for observing the eye movement condition of the patient and recording the fixation times, the jump vision times, the eye spirit activities, the fixation time and the like so as to reflect the emotional state of the patient. All recorded data is transmitted to the microprocessor 4. The microprocessor 4 then transmits the data to a handset APP receiver using bluetooth equipment, calculates and displays the visualization on the APP. Then, the clinician can give out a comprehensive score according to the result of the comprehensive eye movement, voice and heart rate variation, and the equipment can be used for a long time at any time and can carry out all-weather detection and evaluation on the patient due to the fact that the equipment is integrated in the spectacle frame.
The invention designs glasses capable of detecting depression symptoms of depression patients in all weather, wherein a heart rate tester 1 is arranged at the part of a glasses leg close to a superficial temporal artery to measure heart rate variability; a miniature microphone is arranged at a position of the spectacle frame close to the mouth for receiving voice 2, and parameters describing voice fluency, rhythm characteristics, voice characteristics and the like in the voice signals are extracted; the glasses are provided with eye movement monitoring equipment 3 for watching times, jumping times, eye movement, watching time and the like so as to reflect the emotional state of the patient. All data are integrated and labeled through the microprocessor 4 and transmitted to a mobile phone APP receiver through the Bluetooth device, and a visual result is calculated and displayed on the APP. The results are combined with the results of eye movement, voice and heart rate variation to give a combined score, which represents the severity of depression symptoms, and can be self-assessed by patients, help family members to detect the state of an illness, and help doctors to more truly know and detect the state of an illness and know medication.
The foregoing illustrates and describes the principles, general features, and advantages of the present invention. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, which are described in the specification and illustrated only to illustrate the principle of the present invention, but that various changes and modifications may be made therein without departing from the spirit and scope of the present invention, which fall within the scope of the invention as claimed. The scope of the invention is defined by the appended claims and equivalents thereof.
Claims (8)
1. A wearable device for all-weather assessment of depressive symptoms in a depressed patient, comprising:
the system comprises a wearable device, detection equipment, processing equipment and receiving equipment;
the detection equipment and the processing equipment are fixed on the wearable device;
the detection equipment is electrically connected with the processing equipment;
the processing device is wirelessly connected with the receiving device;
the wearable device is used for fixing the detection equipment and the processing equipment;
the detection device is used for detecting physiological information of a patient;
the processing equipment is used for processing the physiological information and transmitting the processed physiological information to the receiving equipment;
the receiving equipment is used for visually displaying the physiological information and evaluating the value of the physiological information to obtain the comprehensive depression score.
2. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 1, characterized in that:
the detection equipment comprises heart rate detection equipment, voice detection equipment and eye movement detection equipment;
the heart rate detection device, the voice detection device and the eye movement detection device are respectively electrically connected with the processing device;
the heart rate detection device is used for detecting heart rate information of a patient;
the voice detection equipment is used for detecting voice information of a patient;
the eye movement detection device is used for detecting eye movement information of a patient.
3. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 2, characterized in that:
the processing equipment adopts a microprocessor (4) which is used for integrating and processing the heart rate information, the voice information and the eye movement information to obtain processed physiological information and wirelessly transmitting the processed physiological information to the receiving equipment.
4. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 1, characterized in that:
the receiving device adopts a mobile terminal, wherein the mobile terminal comprises a mobile phone and a tablet personal computer.
5. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 2, characterized in that:
the heart rate detection device adopts a heart rate tester (1), wherein the heart rate tester is used for testing heart rate information of a patient, and the heart rate information is heart rate variability.
6. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 2, characterized in that:
the voice detection equipment adopts a miniature microphone (2); the miniature microphone is used for receiving the voice data of the patient and extracting the voice information of the patient according to the voice data of the patient.
7. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 2, characterized in that:
the eye movement detection device adopts an eye movement monitoring device (3); the eye movement monitoring equipment is used for receiving the eye movement condition of the patient and recording the eye movement information of the patient according to the eye movement condition, wherein the eye movement information comprises fixation times, jump vision times, eye spirit activity and fixation time.
8. Wearable device for all-weather assessment of depressive symptoms in patients with depression according to claim 1, characterized in that:
the processing device is wirelessly connected with the receiving device through a Bluetooth device.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111304634.2A CN113855024A (en) | 2021-11-05 | 2021-11-05 | Wearable equipment for all-weather evaluation of depression symptoms of depression patients |
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| CN202111304634.2A CN113855024A (en) | 2021-11-05 | 2021-11-05 | Wearable equipment for all-weather evaluation of depression symptoms of depression patients |
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Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105943065A (en) * | 2016-06-29 | 2016-09-21 | 北京工业大学 | Human body wearable physiological-psychological-behavioral data collection and analysis system based on brain informatics systematization methodology |
| US20180070823A1 (en) * | 2015-04-02 | 2018-03-15 | Cambridge Cognition Limited | Systems and methods for assessing cognitive function |
| CN109157231A (en) * | 2018-10-24 | 2019-01-08 | 阿呆科技（北京）有限公司 | Portable multi-channel Depression trend assessment system based on emotional distress task |
| CN109547706A (en) * | 2018-11-23 | 2019-03-29 | 歌尔智能科技有限公司 | Glasses device and system |
| CN209932735U (en) * | 2018-12-26 | 2020-01-14 | 中国科学院深圳先进技术研究院 | Wearable smart machine |
| CN211355518U (en) * | 2019-11-18 | 2020-08-28 | 北京工业大学 | Depression diagnosis device |
| CN112181152A (en) * | 2020-11-13 | 2021-01-05 | 幻蝎科技(武汉)有限公司 | Advertisement push management method, equipment and application based on MR glasses |
| CN112584892A (en) * | 2018-06-20 | 2021-03-30 | 内宇宙股份有限公司 | Systems and methods for treating mood disorders |
-
2021
- 2021-11-05 CN CN202111304634.2A patent/CN113855024A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20180070823A1 (en) * | 2015-04-02 | 2018-03-15 | Cambridge Cognition Limited | Systems and methods for assessing cognitive function |
| CN105943065A (en) * | 2016-06-29 | 2016-09-21 | 北京工业大学 | Human body wearable physiological-psychological-behavioral data collection and analysis system based on brain informatics systematization methodology |
| CN112584892A (en) * | 2018-06-20 | 2021-03-30 | 内宇宙股份有限公司 | Systems and methods for treating mood disorders |
| CN109157231A (en) * | 2018-10-24 | 2019-01-08 | 阿呆科技（北京）有限公司 | Portable multi-channel Depression trend assessment system based on emotional distress task |
| CN109547706A (en) * | 2018-11-23 | 2019-03-29 | 歌尔智能科技有限公司 | Glasses device and system |
| CN209932735U (en) * | 2018-12-26 | 2020-01-14 | 中国科学院深圳先进技术研究院 | Wearable smart machine |
| CN211355518U (en) * | 2019-11-18 | 2020-08-28 | 北京工业大学 | Depression diagnosis device |
| CN112181152A (en) * | 2020-11-13 | 2021-01-05 | 幻蝎科技(武汉)有限公司 | Advertisement push management method, equipment and application based on MR glasses |
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