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

Info

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
Authority
WO
WIPO (PCT)
Prior art keywords
artificial intelligence
patient
vestibular
treatment
rehab
Prior art date
Application number
PCT/TR2020/050072
Other languages
French (fr)
Other versions
WO2020149815A3 (en
Inventor
Özer ÇELİK
Şaziye Armağan İNCESULU
Original Assignee
Eski̇şehi̇r Osmangazi̇ Üni̇versi̇tesi̇
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Eski̇şehi̇r Osmangazi̇ Üni̇versi̇tesi̇ filed Critical Eski̇şehi̇r Osmangazi̇ Üni̇versi̇tesi̇
Publication of WO2020149815A2 publication Critical patent/WO2020149815A2/en
Publication of WO2020149815A3 publication Critical patent/WO2020149815A3/en

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/22Social work

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.

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)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
TR2019/00734A TR201900734A2 (en) 2019-01-17 2019-01-17 INTERACTIVE ARTIFICIAL INTELLIGENCE APPLICATION SYSTEM USED IN VESTIBULAR REHABILITATION TREATMENT
TR2019/00734 2019-01-17

Publications (2)

Publication Number Publication Date
WO2020149815A2 true WO2020149815A2 (en) 2020-07-23
WO2020149815A3 WO2020149815A3 (en) 2020-08-27

Family

ID=67955534

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/TR2020/050072 WO2020149815A2 (en) 2019-01-17 2020-02-04 Interactive artificial intelligence application system used in vestibular rehab treatment

Country Status (2)

Country Link
TR (1) TR201900734A2 (en)
WO (1) WO2020149815A2 (en)

Cited By (41)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11139060B2 (en) 2019-10-03 2021-10-05 Rom Technologies, Inc. Method and system for creating an immersive enhanced reality-driven exercise experience for a user
US11264123B2 (en) 2019-10-03 2022-03-01 Rom Technologies, Inc. Method and system to analytically optimize telehealth practice-based billing processes and revenue while enabling regulatory compliance
US11270795B2 (en) 2019-10-03 2022-03-08 Rom Technologies, Inc. Method and system for enabling physician-smart virtual conference rooms for use in a telehealth context
US11282599B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. System and method for use of telemedicine-enabled rehabilitative hardware and for encouragement of rehabilitative compliance through patient-based virtual shared sessions
US11282608B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to provide recommendations to a healthcare provider in or near real-time during a telemedicine session
US11282604B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. Method and system for use of telemedicine-enabled rehabilitative equipment for prediction of secondary disease
US11284797B2 (en) 2019-10-03 2022-03-29 Rom Technologies, Inc. Remote examination through augmented reality
US11295848B2 (en) 2019-10-03 2022-04-05 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to create optimal treatment plans based on monetary value amount generated and/or patient outcome
US11309085B2 (en) 2019-10-03 2022-04-19 Rom Technologies, Inc. System and method to enable remote adjustment of a device during a telemedicine session
US11317975B2 (en) 2019-10-03 2022-05-03 Rom Technologies, Inc. Method and system for treating patients via telemedicine using sensor data from rehabilitation or exercise equipment
US11328807B2 (en) 2019-10-03 2022-05-10 Rom Technologies, Inc. System and method for using artificial intelligence in telemedicine-enabled hardware to optimize rehabilitative routines capable of enabling remote rehabilitative compliance
US11325005B2 (en) 2019-10-03 2022-05-10 Rom Technologies, Inc. Systems and methods for using machine learning to control an electromechanical device used for prehabilitation, rehabilitation, and/or exercise
US11337648B2 (en) 2020-05-18 2022-05-24 Rom Technologies, Inc. Method and system for using artificial intelligence to assign patients to cohorts and dynamically controlling a treatment apparatus based on the assignment during an adaptive telemedical session
US11348683B2 (en) 2019-10-03 2022-05-31 Rom Technologies, Inc. System and method for processing medical claims
US11404150B2 (en) 2019-10-03 2022-08-02 Rom Technologies, Inc. System and method for processing medical claims using biometric signatures
US11410768B2 (en) 2019-10-03 2022-08-09 Rom Technologies, Inc. Method and system for implementing dynamic treatment environments based on patient information
US11433276B2 (en) 2019-05-10 2022-09-06 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to independently adjust resistance of pedals based on leg strength
US11445985B2 (en) 2019-10-03 2022-09-20 Rom Technologies, Inc. Augmented reality placement of goniometer or other sensors
US11471729B2 (en) 2019-03-11 2022-10-18 Rom Technologies, Inc. System, method and apparatus for a rehabilitation machine with a simulated flywheel
US11508482B2 (en) 2019-10-03 2022-11-22 Rom Technologies, Inc. Systems and methods for remotely-enabled identification of a user infection
US11596829B2 (en) 2019-03-11 2023-03-07 Rom Technologies, Inc. Control system for a rehabilitation and exercise electromechanical device
US11701548B2 (en) 2019-10-07 2023-07-18 Rom Technologies, Inc. Computer-implemented questionnaire for orthopedic treatment
US11756666B2 (en) 2019-10-03 2023-09-12 Rom Technologies, Inc. Systems and methods to enable communication detection between devices and performance of a preventative action
US11801423B2 (en) 2019-05-10 2023-10-31 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to interact with a user of an exercise device during an exercise session
US11830601B2 (en) 2019-10-03 2023-11-28 Rom Technologies, Inc. System and method for facilitating cardiac rehabilitation among eligible users
US11826613B2 (en) 2019-10-21 2023-11-28 Rom Technologies, Inc. Persuasive motivation for orthopedic treatment
US11887717B2 (en) 2019-10-03 2024-01-30 Rom Technologies, Inc. System and method for using AI, machine learning and telemedicine to perform pulmonary rehabilitation via an electromechanical machine
US11904207B2 (en) 2019-05-10 2024-02-20 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to present a user interface representing a user's progress in various domains
US11915816B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. Systems and methods of using artificial intelligence and machine learning in a telemedical environment to predict user disease states
US11915815B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning and generic risk factors to improve cardiovascular health such that the need for additional cardiac interventions is mitigated
US11923057B2 (en) 2019-10-03 2024-03-05 Rom Technologies, Inc. Method and system using artificial intelligence to monitor user characteristics during a telemedicine session
US11923065B2 (en) 2019-10-03 2024-03-05 Rom Technologies, Inc. Systems and methods for using artificial intelligence and machine learning to detect abnormal heart rhythms of a user performing a treatment plan with an electromechanical machine
US11942205B2 (en) 2019-10-03 2024-03-26 Rom Technologies, Inc. Method and system for using virtual avatars associated with medical professionals during exercise sessions
US11955221B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML to generate treatment plans to stimulate preferred angiogenesis
US11950861B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. Telemedicine for orthopedic treatment
US11955223B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning to provide an enhanced user interface presenting data pertaining to cardiac health, bariatric health, pulmonary health, and/or cardio-oncologic health for the purpose of performing preventative actions
US11955218B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for use of telemedicine-enabled rehabilitative hardware and for encouraging rehabilitative compliance through patient-based virtual shared sessions with patient-enabled mutual encouragement across simulated social networks
US11955222B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for determining, based on advanced metrics of actual performance of an electromechanical machine, medical procedure eligibility in order to ascertain survivability rates and measures of quality-of-life criteria
US11955220B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML and telemedicine for invasive surgical treatment to determine a cardiac treatment plan that uses an electromechanical machine
US11961603B2 (en) 2019-10-03 2024-04-16 Rom Technologies, Inc. System and method for using AI ML and telemedicine to perform bariatric rehabilitation via an electromechanical machine
US11957960B2 (en) 2019-05-10 2024-04-16 Rehab2Fit Technologies Inc. Method and system for using artificial intelligence to adjust pedal resistance

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130252216A1 (en) * 2012-03-20 2013-09-26 Microsoft Corporation Monitoring physical therapy via image sensor
AU2017209213A1 (en) * 2016-01-22 2018-08-09 Southern Research Institute Systems and methods for vestibular rehabilitation
US20180330810A1 (en) * 2017-05-09 2018-11-15 Concorde Health, Inc. Physical therapy monitoring algorithms

Cited By (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11904202B2 (en) 2019-03-11 2024-02-20 Rom Technolgies, Inc. Monitoring joint extension and flexion using a sensor device securable to an upper and lower limb
US11596829B2 (en) 2019-03-11 2023-03-07 Rom Technologies, Inc. Control system for a rehabilitation and exercise electromechanical device
US11541274B2 (en) 2019-03-11 2023-01-03 Rom Technologies, Inc. System, method and apparatus for electrically actuated pedal for an exercise or rehabilitation machine
US11471729B2 (en) 2019-03-11 2022-10-18 Rom Technologies, Inc. System, method and apparatus for a rehabilitation machine with a simulated flywheel
US11433276B2 (en) 2019-05-10 2022-09-06 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to independently adjust resistance of pedals based on leg strength
US11957960B2 (en) 2019-05-10 2024-04-16 Rehab2Fit Technologies Inc. Method and system for using artificial intelligence to adjust pedal resistance
US11904207B2 (en) 2019-05-10 2024-02-20 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to present a user interface representing a user's progress in various domains
US11801423B2 (en) 2019-05-10 2023-10-31 Rehab2Fit Technologies, Inc. Method and system for using artificial intelligence to interact with a user of an exercise device during an exercise session
US11325005B2 (en) 2019-10-03 2022-05-10 Rom Technologies, Inc. Systems and methods for using machine learning to control an electromechanical device used for prehabilitation, rehabilitation, and/or exercise
US11830601B2 (en) 2019-10-03 2023-11-28 Rom Technologies, Inc. System and method for facilitating cardiac rehabilitation among eligible users
US11328807B2 (en) 2019-10-03 2022-05-10 Rom Technologies, Inc. System and method for using artificial intelligence in telemedicine-enabled hardware to optimize rehabilitative routines capable of enabling remote rehabilitative compliance
US11139060B2 (en) 2019-10-03 2021-10-05 Rom Technologies, Inc. Method and system for creating an immersive enhanced reality-driven exercise experience for a user
US11264123B2 (en) 2019-10-03 2022-03-01 Rom Technologies, Inc. Method and system to analytically optimize telehealth practice-based billing processes and revenue while enabling regulatory compliance
US11348683B2 (en) 2019-10-03 2022-05-31 Rom Technologies, Inc. System and method for processing medical claims
US11404150B2 (en) 2019-10-03 2022-08-02 Rom Technologies, Inc. System and method for processing medical claims using biometric signatures
US11410768B2 (en) 2019-10-03 2022-08-09 Rom Technologies, Inc. Method and system for implementing dynamic treatment environments based on patient information
US11309085B2 (en) 2019-10-03 2022-04-19 Rom Technologies, Inc. System and method to enable remote adjustment of a device during a telemedicine session
US11445985B2 (en) 2019-10-03 2022-09-20 Rom Technologies, Inc. Augmented reality placement of goniometer or other sensors
US11295848B2 (en) 2019-10-03 2022-04-05 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to create optimal treatment plans based on monetary value amount generated and/or patient outcome
US11508482B2 (en) 2019-10-03 2022-11-22 Rom Technologies, Inc. Systems and methods for remotely-enabled identification of a user infection
US11515021B2 (en) 2019-10-03 2022-11-29 Rom Technologies, Inc. Method and system to analytically optimize telehealth practice-based billing processes and revenue while enabling regulatory compliance
US11515028B2 (en) 2019-10-03 2022-11-29 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to create optimal treatment plans based on monetary value amount generated and/or patient outcome
US11284797B2 (en) 2019-10-03 2022-03-29 Rom Technologies, Inc. Remote examination through augmented reality
US11282604B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. Method and system for use of telemedicine-enabled rehabilitative equipment for prediction of secondary disease
US11961603B2 (en) 2019-10-03 2024-04-16 Rom Technologies, Inc. System and method for using AI ML and telemedicine to perform bariatric rehabilitation via an electromechanical machine
US11756666B2 (en) 2019-10-03 2023-09-12 Rom Technologies, Inc. Systems and methods to enable communication detection between devices and performance of a preventative action
US11282608B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. Method and system for using artificial intelligence and machine learning to provide recommendations to a healthcare provider in or near real-time during a telemedicine session
US11317975B2 (en) 2019-10-03 2022-05-03 Rom Technologies, Inc. Method and system for treating patients via telemedicine using sensor data from rehabilitation or exercise equipment
US11955220B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML and telemedicine for invasive surgical treatment to determine a cardiac treatment plan that uses an electromechanical machine
US11887717B2 (en) 2019-10-03 2024-01-30 Rom Technologies, Inc. System and method for using AI, machine learning and telemedicine to perform pulmonary rehabilitation via an electromechanical machine
US11282599B2 (en) 2019-10-03 2022-03-22 Rom Technologies, Inc. System and method for use of telemedicine-enabled rehabilitative hardware and for encouragement of rehabilitative compliance through patient-based virtual shared sessions
US11270795B2 (en) 2019-10-03 2022-03-08 Rom Technologies, Inc. Method and system for enabling physician-smart virtual conference rooms for use in a telehealth context
US11915816B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. Systems and methods of using artificial intelligence and machine learning in a telemedical environment to predict user disease states
US11915815B2 (en) 2019-10-03 2024-02-27 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning and generic risk factors to improve cardiovascular health such that the need for additional cardiac interventions is mitigated
US11923057B2 (en) 2019-10-03 2024-03-05 Rom Technologies, Inc. Method and system using artificial intelligence to monitor user characteristics during a telemedicine session
US11923065B2 (en) 2019-10-03 2024-03-05 Rom Technologies, Inc. Systems and methods for using artificial intelligence and machine learning to detect abnormal heart rhythms of a user performing a treatment plan with an electromechanical machine
US11942205B2 (en) 2019-10-03 2024-03-26 Rom Technologies, Inc. Method and system for using virtual avatars associated with medical professionals during exercise sessions
US11955221B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using AI/ML to generate treatment plans to stimulate preferred angiogenesis
US11950861B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. Telemedicine for orthopedic treatment
US11955223B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for using artificial intelligence and machine learning to provide an enhanced user interface presenting data pertaining to cardiac health, bariatric health, pulmonary health, and/or cardio-oncologic health for the purpose of performing preventative actions
US11955218B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for use of telemedicine-enabled rehabilitative hardware and for encouraging rehabilitative compliance through patient-based virtual shared sessions with patient-enabled mutual encouragement across simulated social networks
US11955222B2 (en) 2019-10-03 2024-04-09 Rom Technologies, Inc. System and method for determining, based on advanced metrics of actual performance of an electromechanical machine, medical procedure eligibility in order to ascertain survivability rates and measures of quality-of-life criteria
US11701548B2 (en) 2019-10-07 2023-07-18 Rom Technologies, Inc. Computer-implemented questionnaire for orthopedic treatment
US11826613B2 (en) 2019-10-21 2023-11-28 Rom Technologies, Inc. Persuasive motivation for orthopedic treatment
US11337648B2 (en) 2020-05-18 2022-05-24 Rom Technologies, Inc. Method and system for using artificial intelligence to assign patients to cohorts and dynamically controlling a treatment apparatus based on the assignment during an adaptive telemedical session

Also Published As

Publication number Publication date
WO2020149815A3 (en) 2020-08-27
TR201900734A2 (en) 2019-02-21

Similar Documents

Publication Publication Date Title
WO2020149815A2 (en) Interactive artificial intelligence application system used in vestibular rehab treatment
Gatti et al. Efficacy of trunk balance exercises for individuals with chronic low back pain: a randomized clinical trial
Courtney et al. Joint mobilization enhances mechanisms of conditioned pain modulation in individuals with osteoarthritis of the knee
Song et al. Effects of an exercise program on balance and trunk proprioception in older adults with diabetic neuropathies
Ben-Ami et al. Increasing recreational physical activity in patients with chronic low back pain: a pragmatic controlled clinical trial
Feinstein et al. Study protocol: improving cognition in people with progressive multiple sclerosis: a multi-arm, randomized, blinded, sham-controlled trial of cognitive rehabilitation and aerobic exercise (COGEx)
Feys et al. Effects of an 1-day education program on physical functioning, activity and quality of life in community living persons with multiple sclerosis
Hartmann et al. Self-motion perception training: thresholds improve in the light but not in the dark
Lennon et al. Physical Management for Neurological Conditions E-Book: Physical Management for Neurological Conditions E-Book
Alpini et al. Vertigo rehabilitation protocols
Hajebrahimi et al. Clinical evaluation and resting state fMRI analysis of virtual reality based training in Parkinson’s disease through a randomized controlled trial
van Alphen et al. Construct validity of the Actiwatch‐2 for assessing movement in people with profound intellectual and multiple disabilities
Miller et al. Protocol for a randomized controlled clinical trial investigating the effectiveness of Fast muscle Activation and Stepping Training (FAST) for improving balance and mobility in sub-acute stroke
Glavare et al. Virtual reality exercises in an interdisciplinary rehabilitation programme for persons with chronic neck pain: a feasibility study
Alderman et al. Increasing standing tolerance and posture quality following severe brain injury using a behaviour modification approach
Sedaghati et al. Evaluation of the durable effects of corrective exercises on the postural alignment and stability in hyperkyphotic elderly with a history of falls
LU100492B1 (en) Computing System and Method for Treating of a Brain Dysfunction
Ray et al. Session of yoga, with and without slow (Ujjayi) breathing, reduces anxiety; no change on acute pain sensitivity and endogenous pain modulation
Spurgeon Physical activity in individuals with Down Syndrome
Bourdel-Marchasson et al. A Therapeutic Vibrating Insole Device for Postural Instability in Older People with Type 2 Diabetes: A Randomized Control Study
Lennon et al. Guiding principles in neurological rehabilitation
Veerubhotla et al. Enhancing sensory acuity and balance function using near-sensory biofeedback-based perturbation intervention for individuals with traumatic brain injury
Portaro et al. Why do we apply hippotherapy in neurological diseases? A brief overview and future perspectives
Pantano et al. The effect of internally versus externally focused balance training on mindfulness
Zhang et al. Initial performance predicts improvements in computerized cognitive training: Evidence from a selective attention task

Legal Events

Date Code Title Description
NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 20741574

Country of ref document: EP

Kind code of ref document: A2