WO2020149815A2 - Interactive artificial intelligence application system used in vestibular rehab treatment - Google Patents

Interactive artificial intelligence application system used in vestibular rehab treatment Download PDF

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Publication number
WO2020149815A2
WO2020149815A2 PCT/TR2020/050072 TR2020050072W WO2020149815A2 WO 2020149815 A2 WO2020149815 A2 WO 2020149815A2 TR 2020050072 W TR2020050072 W TR 2020050072W WO 2020149815 A2 WO2020149815 A2 WO 2020149815A2
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Prior art keywords
artificial intelligence
patient
vestibular
treatment
rehab
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PCT/TR2020/050072
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French (fr)
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WO2020149815A3 (en
Inventor
Özer ÇELİK
Şaziye Armağan İNCESULU
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Eski̇şehi̇r Osmangazi̇ Üni̇versi̇tesi̇
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Publication of WO2020149815A2 publication Critical patent/WO2020149815A2/en
Publication of WO2020149815A3 publication Critical patent/WO2020149815A3/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/22—Social work or social welfare, e.g. community support activities or counselling services

Definitions

  • This invention is about the interactive artificial intelligence application system used in vestibular rehab treatment, developed to fully automate the vestibular rehab treatment (VRT) administered to enhance the compensation and activate the adaptation mechanisms of patients who suffer from balance disorder.
  • VRT vestibular rehab treatment
  • VRT vestibular rehab treatment
  • VRT vestibular rehab treatment
  • VRT vestibular rehab treatment
  • This invention is interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is being a new technology that requires very few extra equipment and educated staff, can monitor the given vestibular rehab treatment (VRT) programme and can correct it quickly if it’s wrong.
  • VRT vestibular rehab treatment
  • the invention fully automates the vestibular rehab treatment (VRT) administered to enhance the compensation and activate the adaptation mechanisms of patients who suffer from balance disorder.
  • VRT vestibular rehab treatment
  • the invention can be implemented in private and public hospitals. Can be recommended to patients with indications for vestibular rehab treatment (VRT) in ENT, Neruology and Physiotherapy clinics. With the mobile app installed in patients’ mobile devices they’re able to practice the exercises required for vestibular rehab in places away frrom hospital.
  • VRT vestibular rehab treatment
  • the patient can carry out the vestibular rehab process away from hospital with a mobile device or kiosk.
  • the personnel and additional place requirements are eliminated with the invention.
  • extra device requirement is also eliminated it also contributes economically.
  • the treatment effectivity becomes significant and patient satisfaction increases.
  • the invention constitutes a bilateral communication platform between the patient and the doctor during the rehab process. Besides, the nonhospital vestibular rehab process treatment of the patient becomes possible on the images recieved by the mobile device with the deep learning and image processing techniques of the artificial intelligence, so there’s no need for a sensor or extra equipment.
  • FIG. 1 Schematic view of the product subject to invention.
  • the invention consists of an artificial intelligence algorithm (1) supported by mobile devices, an accuracy analysis algorithm (2) controlling whether the movements practiced by the patient are accurate as required, a server record system (3) ensuring results of the movement practiced is recorded in the server, a control algorithm (4) controlling whether the number of unsuccesful movements 5 or more, an evaluation algorithm (5) ensuring the doctor or the person concerned checks the datas recorded in server and treatment purposed movement videos (6) selected specific for the patient.
  • the invention has the accuracy analysis algorithm (2) which determines whether the movement by the patient is practiced at %85 or more accuracy.
  • the invention has the evaluation algorithm (5) which ensures the doctor or the person concerned records cause of inadequecy of the practiced movements to the system.
  • the invention has the evaluation algorithm (5) which ensures the doctor or the person concerned fills the query forms and evaluates the treatment process.
  • the invention has the interactive artificial intelligence algorithm (1) which ensures to be asked to the patient whether he/she understands the training.
  • the invention has the interactive artificial intelligence algorithm (1) which ensures the doctor or the person concerned changes the exercise programme when movements practiced by patient are considered inadequate.
  • the invention has the interactive artificial intelligence algorithm (1) which ensures the movements practiced by patient can be monitored.
  • the invention has the interactive artificial intelligence algorithm (1) which ensures bilateral communication between the doctor and the patient.
  • the invention has the interactive artifical intelligence algorithm (1) which ensures nonhospital treatment for the patient via the images received by the mobile device.
  • the invention has the interactive artificial intelligence algorithm (1) which ensures infos like number of repeats of the movements, date and time to be viewed on doctor information screen.
  • Basic elements consisting the application subject to invention are interactive artificial intelligence algorithm (1), accuracy analysis algorithm (2), server record system (3), patient control structure (4), monitroing/evaluation algorithm (5), movement videos (6), feedback structure (7) and communication structure (8).
  • movement groups to be practiced are determined by aiming at visual stabilization exercises, active head movements, active body movements in vestibular rehab treatment. These movements are practiced on normal individuals in different decades and their records are being taken and with these records Convulutional Neural Networks model is created in deep learning techniques which’ s a sub-branch of artificial intelligence. Later, the exercise program specific for the patient is prepared and installed to the application. The accuracy rate of the movements the patient is practicing in front of his/her tablet, mobile phone or kiosk cam is viewed on the patient screen with the artificial intelligence model. With the accuracy analysis algorithm (2) the patient will be asked to practice the same movements again if the accuracy of the movements are below the threshold values determined for them.

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Abstract

This invention is about the interactive artificial intelligence application system used in vestibular rehab treatment, developed to fully automate the vestibular rehab treatment (VRT) administered to enhance the static and dynamic compensation and activate the adaptation mechanisms of patients who suffer from balance disorder and its' characteristic is being consisted of an artificial intelligence algorithm (1) supported by mobile devices, an accuracy analysis algorithm (2) controlling whether the movements practiced by the patient are accurate as required, a server record system (3) ensuring results of the movement practiced is recorded in the server, a control structure (4) controlling whether the number of unsuccesful movements 5 or more, an evaluation algorithm (5) ensuring the doctor or the person concerned checks the datas recorded in server and treatment purposed movement videos (6) selected specific for the patient, a feedback structure (7) ensuring to be asked to the patient via mobile device whether he/she understands the training and a communication structure (8) ensuring bilateral communication between the doctor and the patient.

Description

INTERACTIVE ARTIFICIAL INTELLIGENCE APPLICATION SYSTEM USED IN VESTIBULAR REHAB TREATMENT
Technological Area:
This invention is about the interactive artificial intelligence application system used in vestibular rehab treatment, developed to fully automate the vestibular rehab treatment (VRT) administered to enhance the compensation and activate the adaptation mechanisms of patients who suffer from balance disorder.
Current Situation of The Technique A frequent problem in the society, balance disorders may develop related to various reasons. While about %40 of these are periferic and %10 are central, it’s not possible to find out the exact localization of ¼ of the patients. Those who are diagnosed fully are being treated aetiologically. Besides most of the periferic vestibular disorders rather limits themselves or patients can get back to their normal activities with improving vestibular compensation as a result of neuronal changes in cerebellum and brain stem. But for patients of whose vestibular compensations improve partially or not at all and those with bilateral vestibulopathy, imbalancy in everyday life is an important problem. Besides, physiologically developed imbalancy due to old age and falling downs in connection with this, comes up as both an economic and a social problem. The thing needed to do for all these individuals is to enhance the plasticity of the balance system and administer vestibular rehab treatment (VRT) that ensures compensation improvement. Vestibular rehab treatment (VRT) should be made specific to individual in order to enhance the static and dynamic compensation adn activate adaptation mechanism.
Programs prepared in current system can be administered in two ways. First is the administration made accompanied by professionals using different equipments in vestibular rehab treatment (VRT) center. The place, equipment costs and educated staff requirement for this administration is an economical burden. For this reason most of the time brochures or videos with movements included are given to patients and requested them to make these movements at their home and this is the second administration way of vestibular rehab treatment (VRT). Altough this administration is economically more advantegeous it’s not possible to monitor whether the patients are making the movements correctly or practice the repeats. In addition these patients should be examined in the clinic about every 2 weeks in earlier stages and longer periods afterwards in order to evaluate the given treatment.
In the statement at https ://cordis. europa. eu/proj ect/rcn/ 100767_en. html University of Bologna’s“Closed cycle system for the domestic rehabilitation and personalization of people with Parkinson disease” is described. The invention is about a domestic rehab system based on wearable sensors.
The application mentioned above is describing an invention intended to treat Parkinson patients and it requires patients to wear a module including sensors during treatment. While it’s thought that the invention may make a contribution in rehab of Parkinson patients because the administration will be made more than once throughout the day it’s also thought that use of these equipments may be difficult considering the age of this group of patient population.
As a result there’s a need for a new technology that requires very few extra equipment and educated staff, can monitor the given vestibular rehab treatment (VRT) programme and can correct it quickly if it’s wrong and which can overcome the disadvantages mentioned above.
The Invention Definition:
This invention is interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is being a new technology that requires very few extra equipment and educated staff, can monitor the given vestibular rehab treatment (VRT) programme and can correct it quickly if it’s wrong.
In order to follow through all the purposes mentioned above and will be concluded from the detailed description below, the invention fully automates the vestibular rehab treatment (VRT) administered to enhance the compensation and activate the adaptation mechanisms of patients who suffer from balance disorder.
The invention can be implemented in private and public hospitals. Can be recommended to patients with indications for vestibular rehab treatment (VRT) in ENT, Neruology and Physiotherapy clinics. With the mobile app installed in patients’ mobile devices they’re able to practice the exercises required for vestibular rehab in places away frrom hospital.
With the application subject to invention the patient can carry out the vestibular rehab process away from hospital with a mobile device or kiosk. By this means the personnel and additional place requirements are eliminated with the invention. Because extra device requirement is also eliminated it also contributes economically. And for the movements which can be monitored, the treatment effectivity becomes significant and patient satisfaction increases.
The invention constitutes a bilateral communication platform between the patient and the doctor during the rehab process. Besides, the nonhospital vestibular rehab process treatment of the patient becomes possible on the images recieved by the mobile device with the deep learning and image processing techniques of the artificial intelligence, so there’s no need for a sensor or extra equipment.
All the advantages of the method subject to invention will be understood clearer with the diagram given below and the detailed description written by referring this diagram so for this reason the assessment should be made considering this diagram and the detailed description. Description of Figures
The invention will be described by referring the figures enclosed, this way the characteristics of the invention will be understood and assessed clearer, but this is not intended to limit the invention with this specific arrangements. Vice versa it’s intended to cover all alternatives, changes and equivalents which can be involved under the area the invention is defined in by the claims enclosed. It must be understood that the shown details are given only for the description of the preferred arrangements of the current invention and presented to provide the most utilisable and clear definition of both the formation of the methods and the rules and conceptual characteristics of the invention. In these figures;
Figure 1 Schematic view of the product subject to invention.
The figures that will help out to understand this invention are numbered as specified in the enclosed figure and they’re given below by their names.
Description of References
1 Interactive Artificial Intelligence Algorithm
2 Accuracy Analysis Algorithm
3 Server Record System
4 Patient Control Structure
5 Monitoring/Evaluation Algorithm
6 Movement Videos
7 Feedback Structure
8 Communication Structure Description of Invention
The invention consists of an artificial intelligence algorithm (1) supported by mobile devices, an accuracy analysis algorithm (2) controlling whether the movements practiced by the patient are accurate as required, a server record system (3) ensuring results of the movement practiced is recorded in the server, a control algorithm (4) controlling whether the number of unsuccesful movements 5 or more, an evaluation algorithm (5) ensuring the doctor or the person concerned checks the datas recorded in server and treatment purposed movement videos (6) selected specific for the patient.
The invention has the accuracy analysis algorithm (2) which determines whether the movement by the patient is practiced at %85 or more accuracy.
The invention has the evaluation algorithm (5) which ensures the doctor or the person concerned records cause of inadequecy of the practiced movements to the system.
The invention has the evaluation algorithm (5) which ensures the doctor or the person concerned fills the query forms and evaluates the treatment process.
The invention has the interactive artificial intelligence algorithm (1) which ensures to be asked to the patient whether he/she understands the training.
The invention has the interactive artificial intelligence algorithm (1) which ensures the doctor or the person concerned changes the exercise programme when movements practiced by patient are considered inadequate.
The invention has the interactive artificial intelligence algorithm (1) which ensures the movements practiced by patient can be monitored.
The invention has the interactive artificial intelligence algorithm (1) which ensures bilateral communication between the doctor and the patient. The invention has the interactive artifical intelligence algorithm (1) which ensures nonhospital treatment for the patient via the images received by the mobile device.
The invention has the interactive artificial intelligence algorithm (1) which ensures infos like number of repeats of the movements, date and time to be viewed on doctor information screen.
Detailed Description of Invention:
Basic elements consisting the application subject to invention are interactive artificial intelligence algorithm (1), accuracy analysis algorithm (2), server record system (3), patient control structure (4), monitroing/evaluation algorithm (5), movement videos (6), feedback structure (7) and communication structure (8).
With the application subject to invention movement groups to be practiced are determined by aiming at visual stabilization exercises, active head movements, active body movements in vestibular rehab treatment. These movements are practiced on normal individuals in different decades and their records are being taken and with these records Convulutional Neural Networks model is created in deep learning techniques which’ s a sub-branch of artificial intelligence. Later, the exercise program specific for the patient is prepared and installed to the application. The accuracy rate of the movements the patient is practicing in front of his/her tablet, mobile phone or kiosk cam is viewed on the patient screen with the artificial intelligence model. With the accuracy analysis algorithm (2) the patient will be asked to practice the same movements again if the accuracy of the movements are below the threshold values determined for them. In addition the number of repeats of these movements the number of wrong and correct movements practiced by the patient and infos like date, time etc. can be viewed on doctor information screen and therapy program given can be monitored or changed according to this and if there’s any problem it can easily be solved.

Claims

1- The invention is about the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is being consisted of;
- an artificial intelligence algorithm (1) supported by mobile devices,
- an accuracy analysis algorithm (2) controlling whether the movements practiced by the patient are accurate as required,
- a server record system (3) ensuring results of the movement practiced is recorded in the server,
- a control algorithm (4) controlling whether the number of unsuccesful movements 5 or more,
- an evaluation algorithm (5) ensuring the doctor or the person concerned checks the datas recorded in server,
- treatment purposed movement videos (6) selected specific for the patient,
- a feedback structure (7) ensuring to be asked to the patient whether he/she understands the training and
- a communication structure (8) ensuring bilateral communication between the doctor and the patient. 2- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is istem l’de bahsedilen Vestibiiler rehabilitasyon tedavisinde kullamlan interaktif yapay zeka uygulama sistemi olup, ozelligi; hasta tarafmdan yapilan hareketin egitim modeline gore %85 veya verilen e§ik degerinin iizeri dogrulukta yapilmasi durumunu tespit eden dogruluk analiz algoritmasma (2) sahip olmasi ile karakterize edilmesidir.
3- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the monitoring/evaluation algorithm (5) which ensures the doctor or the person concerned records cause of inadequecy of the practiced movements to the system. 4- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the monitoring/evaluation algorithm (5) which ensures the doctor or the person concerned fills the query forms and evaluates the treatment process.
5- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the patient control structure (4) which ensures the doctor or the person concerned changes the exercise programme when movements practiced by patient are considered inadequate.
6- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the monitoring/evaluation algorithm (5) which ensures the movements practiced by patient can be monitored.
7- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the interactive artificial intelligence algorithm (1) which ensures nonhospital treatment for the patient via the images received by the mobile device.
8- What’s mentioned in Claim 1 is the interactive artificial intelligence application system used in vestibular rehab treatment and its’ characteristic is having the interactive artificial intelligence algorithm (1) which ensures the number of repeats of the movements, the number of wrong and correct movements practiced by the patient, infos like date and time are viewed on the doctor information screen.
PCT/TR2020/050072 2019-01-17 2020-02-04 Interactive artificial intelligence application system used in vestibular rehab treatment WO2020149815A2 (en)

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