SlideShare uma empresa Scribd logo
1 de 1
Baixar para ler offline
Facilitating Trunk Endurance
Assessment by means of Mobile
Health Technologies
Oresti Banos, Jaehun Bang, Donguk Kang,
Choong Seon Hong, Sungyoung Lee
Ubiquitous Computing Lab, Department of Computer
Engineering, Kyung Hee University, Korea
oresti@oslab.khu.ac.kr
Trunk endurance tests are widely used in physical medicine to assess the muscle status of people affected by low back pain. Nevertheless,
traditional evaluation procedures suffer from practical limitations, which can lead to potential misdiagnoses. This work presents mDurance,
a novel mobile health system aimed at supporting specialists in the functional assessment of trunk endurance by using wearable and mobile
devices. The system makes use of a wearable inertial sensor to track the patient trunk posture, while portable electromyography sensors are
employed to seamlessly measure the electrical activity produced by the trunk muscles. The information registered by the sensors is
processed and managed by a mobile application that facilitates the expert normal routine, while reducing the impact of human errors and
expediting the analysis of the test results. The reliability and usability of mDurance is proved through a case study, thus demonstrating its
potential interest for regular physical therapy routines.
Keywords: Mobile Health; Physical Therapy; Trunk Endurance; Inertial Sensors; EMG Sensors
Abstract
Trunk Endurance Assessment - TEA
The system consists of a wearable inertial sensor to estimate the trunk position
and an attachable electromyography sensor to measure the activity of the
skeletal muscles of the trunk. The sensor data is transmitted to a mobile
application for the data processing and analysis. The app automatically estimates
the duration of the test, presents the physiological responses of the patient and
generates reports summarizing the patient status and evolution.
mDurance: a Novel Mobile Health System for TEA
This work was supported by the Industrial Core Technology Development Program (10049079,
Development of mining core technology exploiting personal big data) funded by the Korean Ministry
of Trade, Industry and Energy. This work was also supported by the Junta de Andalucia Project P12-
TIC-2082 and FPU Spanish Grant AP2012-1789.
Jose Antonio Moral Munoz, Ignacio Diaz Reyes,
Manuel Arroyo Morales, Miguel Damas, Hector
Pomares, Ignacio Rojas, Claudia Villalonga
Research Centre for Information and
Communications Technology,
University of Granada, Spain
mDurance
App
mDurance
Sensors
mDurance
Core
Technology
ACC, GYR, MAG, EMG
Ten volunteers (8 males and 2 females, 21-37 years old) were recruited to be
evaluated by three external physical therapists using both mDurance and
traditional procedures:
• In the traditional approach experts had to visually determine the start and end of
each test and time it using a stopwatch  ΔTtraditional
• When using mDurance these processes were automated  ΔTmDurance
Evaluation
Inter-rater reliability
• Measures the agreement between
both methods (ΔTtraditional –
ΔTmDurance)
• All the differences fall within the
limits of agreement, thus
confirming that both methods can
be used interchangeably
Usability
• Experts appreciate the practicality of
the automatic angle measurement
to determine the user start position
and to estimate the end-of-test
• They also value the EMG online
representation to observe the
muscle contraction during the test
• System Usability Scale (SUS) scores
indicated high levels of acceptability,
ease of use and confidence when
utilizing mDurance
Acknowledgements
TEA consists in the measurement of the time a person can hold a
specific posture involving the trunk muscles:
• The Sorensen test is the most common medical procedure for TEA
• The subject has to hold a horizontal unsupported posture while extending the
upper body beyond the edge of a bench
• The timing begins when the posture is horizontal and unsupported, and the
test ends when a) the position is held 240s or b) the trunk position drops >10°
High
Subjectivity
Limitations of traditional TEA:
• The human expert has to estimate the start and end visually
• The expert has to supervise various aspects simultaneously,
such as time, position, and possible abnormalities during the
test
• Specialists elaborate their diagnosis on the recorded time, and
that is the only information to compare with in future tests

Mais conteúdo relacionado

Mais procurados

PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTS
PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTSPERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTS
PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTSProHealthcareProducts.com
 
Computers and medicine
Computers and medicine Computers and medicine
Computers and medicine mashiatmimosa
 
Important Parameters for Hand Function Assessment of Stroke Patients
Important Parameters for Hand Function Assessment of Stroke PatientsImportant Parameters for Hand Function Assessment of Stroke Patients
Important Parameters for Hand Function Assessment of Stroke PatientsTELKOMNIKA JOURNAL
 
Biomedical instrumentation PPT
Biomedical instrumentation PPTBiomedical instrumentation PPT
Biomedical instrumentation PPTabhi1802verma
 
Impact of ict on medicine
Impact of ict on medicineImpact of ict on medicine
Impact of ict on medicinexayouluma
 
Computers in medicine and biology
Computers in medicine and biologyComputers in medicine and biology
Computers in medicine and biologyDan Mulco
 
ELECTRONIC EQUIPMENTS USED IN HOSPITALS
    ELECTRONIC   EQUIPMENTS         USED   IN   HOSPITALS     ELECTRONIC   EQUIPMENTS         USED   IN   HOSPITALS
ELECTRONIC EQUIPMENTS USED IN HOSPITALS Sunny Sai Kumar
 
Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...
 Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In... Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...
Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...INFOGAIN PUBLICATION
 
Dr. Joel Arun Sursas | Artificial Intelligence in Medical Imaging
Dr. Joel Arun Sursas | Artificial Intelligence in Medical ImagingDr. Joel Arun Sursas | Artificial Intelligence in Medical Imaging
Dr. Joel Arun Sursas | Artificial Intelligence in Medical ImagingJoel Arun Sursas
 
為恭醫院 20070913
為恭醫院 20070913為恭醫院 20070913
為恭醫院 20070913calaf0618
 
Using technology in the biomedical industry
Using technology in the biomedical industryUsing technology in the biomedical industry
Using technology in the biomedical industryGraham Wilson
 
Computers In The Medical Field
Computers In The Medical FieldComputers In The Medical Field
Computers In The Medical Fieldbecca1081
 
Estimation of posture and prediction of the elderly getting out of bed using ...
Estimation of posture and prediction of the elderly getting out of bed using ...Estimation of posture and prediction of the elderly getting out of bed using ...
Estimation of posture and prediction of the elderly getting out of bed using ...IJECEIAES
 

Mais procurados (20)

PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTS
PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTSPERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTS
PERFORMING MEDICAL LEGAL EVALUATIONS FOR INJURED PATIENTS
 
Computers and medicine
Computers and medicine Computers and medicine
Computers and medicine
 
Important Parameters for Hand Function Assessment of Stroke Patients
Important Parameters for Hand Function Assessment of Stroke PatientsImportant Parameters for Hand Function Assessment of Stroke Patients
Important Parameters for Hand Function Assessment of Stroke Patients
 
Biomedical instrumentation PPT
Biomedical instrumentation PPTBiomedical instrumentation PPT
Biomedical instrumentation PPT
 
1 intro medical equipment
1 intro medical equipment1 intro medical equipment
1 intro medical equipment
 
06.05.22
06.05.2206.05.22
06.05.22
 
Impact of ict on medicine
Impact of ict on medicineImpact of ict on medicine
Impact of ict on medicine
 
Clinical Results of Combined ACL and Anterolateral Ligament Reconstruction: S...
Clinical Results of Combined ACL and Anterolateral Ligament Reconstruction: S...Clinical Results of Combined ACL and Anterolateral Ligament Reconstruction: S...
Clinical Results of Combined ACL and Anterolateral Ligament Reconstruction: S...
 
Computers in medicine and biology
Computers in medicine and biologyComputers in medicine and biology
Computers in medicine and biology
 
Case study
Case studyCase study
Case study
 
ELECTRONIC EQUIPMENTS USED IN HOSPITALS
    ELECTRONIC   EQUIPMENTS         USED   IN   HOSPITALS     ELECTRONIC   EQUIPMENTS         USED   IN   HOSPITALS
ELECTRONIC EQUIPMENTS USED IN HOSPITALS
 
Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...
 Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In... Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...
Ergonomics Analysis of Blanket Lifting Technique Using Posture Evaluation In...
 
Dr. Joel Arun Sursas | Artificial Intelligence in Medical Imaging
Dr. Joel Arun Sursas | Artificial Intelligence in Medical ImagingDr. Joel Arun Sursas | Artificial Intelligence in Medical Imaging
Dr. Joel Arun Sursas | Artificial Intelligence in Medical Imaging
 
Cobme
CobmeCobme
Cobme
 
為恭醫院 20070913
為恭醫院 20070913為恭醫院 20070913
為恭醫院 20070913
 
Using technology in the biomedical industry
Using technology in the biomedical industryUsing technology in the biomedical industry
Using technology in the biomedical industry
 
Computers In The Medical Field
Computers In The Medical FieldComputers In The Medical Field
Computers In The Medical Field
 
Peizometer sensor
Peizometer sensorPeizometer sensor
Peizometer sensor
 
Ac joint poster
Ac joint posterAc joint poster
Ac joint poster
 
Estimation of posture and prediction of the elderly getting out of bed using ...
Estimation of posture and prediction of the elderly getting out of bed using ...Estimation of posture and prediction of the elderly getting out of bed using ...
Estimation of posture and prediction of the elderly getting out of bed using ...
 

Destaque

Hero fincorp's new venture in retail finance
Hero fincorp's new venture in retail financeHero fincorp's new venture in retail finance
Hero fincorp's new venture in retail financeProglobalcorp India
 
LifeWIRE Continuous Patient Contact for Less Than $1.00 per month
LifeWIRE Continuous Patient Contact for Less Than $1.00 per monthLifeWIRE Continuous Patient Contact for Less Than $1.00 per month
LifeWIRE Continuous Patient Contact for Less Than $1.00 per monthLifeWIRE Corp
 
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATION
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATIONICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATION
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATIONICYEN
 
Mining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionMining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionOresti Banos
 
Resumo teoria-celular
Resumo   teoria-celularResumo   teoria-celular
Resumo teoria-celularAshe Sampaio
 
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosis
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosisClase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosis
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosisGerardo Chica Campozano
 
1. origen y estructura de la tierra eat 2015
1. origen y estructura de la tierra eat 20151. origen y estructura de la tierra eat 2015
1. origen y estructura de la tierra eat 2015Encarna Alcacer Tomas
 
alex cv for upload jobs
alex cv for upload jobsalex cv for upload jobs
alex cv for upload jobsAlexander Tan
 

Destaque (15)

Nutritional Needs & Supplements
Nutritional Needs & SupplementsNutritional Needs & Supplements
Nutritional Needs & Supplements
 
Perioperative Nursing
Perioperative NursingPerioperative Nursing
Perioperative Nursing
 
Hero fincorp's new venture in retail finance
Hero fincorp's new venture in retail financeHero fincorp's new venture in retail finance
Hero fincorp's new venture in retail finance
 
RESUME_-nk_nayak_1_ (1)
RESUME_-nk_nayak_1_ (1)RESUME_-nk_nayak_1_ (1)
RESUME_-nk_nayak_1_ (1)
 
LifeWIRE Continuous Patient Contact for Less Than $1.00 per month
LifeWIRE Continuous Patient Contact for Less Than $1.00 per monthLifeWIRE Continuous Patient Contact for Less Than $1.00 per month
LifeWIRE Continuous Patient Contact for Less Than $1.00 per month
 
Reproduccion Celular
Reproduccion CelularReproduccion Celular
Reproduccion Celular
 
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATION
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATIONICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATION
ICYEN 1ST BM - MENA REGION COORDINATOR PRESENTATION
 
Mining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionMining Human Behavior for Health Promotion
Mining Human Behavior for Health Promotion
 
Patient Empowerment
Patient EmpowermentPatient Empowerment
Patient Empowerment
 
Resumo teoria-celular
Resumo   teoria-celularResumo   teoria-celular
Resumo teoria-celular
 
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosis
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosisClase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosis
Clase 12 paracoccidioidomicosis, blastomicosis y coccidiodomicosis
 
1. origen y estructura de la tierra eat 2015
1. origen y estructura de la tierra eat 20151. origen y estructura de la tierra eat 2015
1. origen y estructura de la tierra eat 2015
 
SaúDe Coletiva ImunizaçãO Parte 2
SaúDe Coletiva ImunizaçãO Parte 2SaúDe Coletiva ImunizaçãO Parte 2
SaúDe Coletiva ImunizaçãO Parte 2
 
Tipos de estudo
Tipos de estudoTipos de estudo
Tipos de estudo
 
alex cv for upload jobs
alex cv for upload jobsalex cv for upload jobs
alex cv for upload jobs
 

Semelhante a Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies

RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSRECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSjibinknm
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS jibinknm
 
Estimation of Walking rate in Complex activity recognition
Estimation of Walking rate in Complex activity recognitionEstimation of Walking rate in Complex activity recognition
Estimation of Walking rate in Complex activity recognitionEditor IJCATR
 
Gaudreault et al-2015-anesthesia_&_analgesia
Gaudreault et al-2015-anesthesia_&_analgesiaGaudreault et al-2015-anesthesia_&_analgesia
Gaudreault et al-2015-anesthesia_&_analgesiasamirsharshar
 
Bioimpedance harwareembc20
Bioimpedance harwareembc20Bioimpedance harwareembc20
Bioimpedance harwareembc20Hoopeer Hoopeer
 
eldho_profetional (1)
eldho_profetional (1)eldho_profetional (1)
eldho_profetional (1)ELDHO PRINCE
 
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptx
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptxRecent_advances_of_flexible_sensors_for_biomedical_applications.pptx
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptxssuserbaba32
 
Ieeepro techno solutions 2013 ieee embedded project - child activity recog...
Ieeepro techno solutions   2013 ieee embedded project  - child activity recog...Ieeepro techno solutions   2013 ieee embedded project  - child activity recog...
Ieeepro techno solutions 2013 ieee embedded project - child activity recog...srinivasanece7
 
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...Ecis final paper-june2017_two way architecture between iot sensors and cloud ...
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...Oliver Neuland
 
IRJET- Health Monitoring System using Arduino
IRJET- Health Monitoring System using ArduinoIRJET- Health Monitoring System using Arduino
IRJET- Health Monitoring System using ArduinoIRJET Journal
 
Hand motion pattern recognition analysis of forearm muscle using MMG signals
Hand motion pattern recognition analysis of forearm muscle using MMG signalsHand motion pattern recognition analysis of forearm muscle using MMG signals
Hand motion pattern recognition analysis of forearm muscle using MMG signalsjournalBEEI
 
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...CrimsonpublishersMedical
 
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptxAn_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx21EC113KiruthickRaj
 
New methodology to detect the effects of emotions on different biometrics in...
New methodology to detect the effects of emotions on different  biometrics in...New methodology to detect the effects of emotions on different  biometrics in...
New methodology to detect the effects of emotions on different biometrics in...IJECEIAES
 
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...ijbesjournal
 
Application of instrumentation in medical world
Application of instrumentation in medical worldApplication of instrumentation in medical world
Application of instrumentation in medical worldkanhaiya jha
 
Evaluating a Potential Commercial Tool for Healthcare Application for People ...
Evaluating a Potential Commercial Tool for Healthcare Application for People ...Evaluating a Potential Commercial Tool for Healthcare Application for People ...
Evaluating a Potential Commercial Tool for Healthcare Application for People ...Artificial Intelligence Institute at UofSC
 
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...Mithileysh Sathiyanarayanan
 

Semelhante a Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies (20)

RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORSRECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS
 
RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS RECENT ADVANCES IN WEARABLE SENSORS
RECENT ADVANCES IN WEARABLE SENSORS
 
Estimation of Walking rate in Complex activity recognition
Estimation of Walking rate in Complex activity recognitionEstimation of Walking rate in Complex activity recognition
Estimation of Walking rate in Complex activity recognition
 
Gaudreault et al-2015-anesthesia_&_analgesia
Gaudreault et al-2015-anesthesia_&_analgesiaGaudreault et al-2015-anesthesia_&_analgesia
Gaudreault et al-2015-anesthesia_&_analgesia
 
Bioimpedance harwareembc20
Bioimpedance harwareembc20Bioimpedance harwareembc20
Bioimpedance harwareembc20
 
A04530105
A04530105A04530105
A04530105
 
eldho_profetional (1)
eldho_profetional (1)eldho_profetional (1)
eldho_profetional (1)
 
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptx
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptxRecent_advances_of_flexible_sensors_for_biomedical_applications.pptx
Recent_advances_of_flexible_sensors_for_biomedical_applications.pptx
 
Ieeepro techno solutions 2013 ieee embedded project - child activity recog...
Ieeepro techno solutions   2013 ieee embedded project  - child activity recog...Ieeepro techno solutions   2013 ieee embedded project  - child activity recog...
Ieeepro techno solutions 2013 ieee embedded project - child activity recog...
 
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...Ecis final paper-june2017_two way architecture between iot sensors and cloud ...
Ecis final paper-june2017_two way architecture between iot sensors and cloud ...
 
IRJET- Health Monitoring System using Arduino
IRJET- Health Monitoring System using ArduinoIRJET- Health Monitoring System using Arduino
IRJET- Health Monitoring System using Arduino
 
osteo.pptx
osteo.pptxosteo.pptx
osteo.pptx
 
Hand motion pattern recognition analysis of forearm muscle using MMG signals
Hand motion pattern recognition analysis of forearm muscle using MMG signalsHand motion pattern recognition analysis of forearm muscle using MMG signals
Hand motion pattern recognition analysis of forearm muscle using MMG signals
 
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...
Crimson Publishers - Nursing and Technology Foresight in Futures of a Complex...
 
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptxAn_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx
An_Integration_of_Health_and_Gesture_Based_Voice_assitive[1].pptx
 
New methodology to detect the effects of emotions on different biometrics in...
New methodology to detect the effects of emotions on different  biometrics in...New methodology to detect the effects of emotions on different  biometrics in...
New methodology to detect the effects of emotions on different biometrics in...
 
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...
E-HEALTH BIOSENSOR PLATFORM FOR NONINVASIVE HEALTH MONITORING FOR THE ELDERLY...
 
Application of instrumentation in medical world
Application of instrumentation in medical worldApplication of instrumentation in medical world
Application of instrumentation in medical world
 
Evaluating a Potential Commercial Tool for Healthcare Application for People ...
Evaluating a Potential Commercial Tool for Healthcare Application for People ...Evaluating a Potential Commercial Tool for Healthcare Application for People ...
Evaluating a Potential Commercial Tool for Healthcare Application for People ...
 
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
MYO Armband for Physiotherapy Healthcare: A Case Study Using Gesture Recognit...
 

Mais de Oresti Banos

Measuring human behaviour to inform e-coaching actions
Measuring human behaviour to inform e-coaching actionsMeasuring human behaviour to inform e-coaching actions
Measuring human behaviour to inform e-coaching actionsOresti Banos
 
Measuring human behaviour by sensing everyday mobile interactions
Measuring human behaviour by sensing everyday mobile interactionsMeasuring human behaviour by sensing everyday mobile interactions
Measuring human behaviour by sensing everyday mobile interactionsOresti Banos
 
Emotion AI: Concepts, Challenges and Opportunities
Emotion AI: Concepts, Challenges and OpportunitiesEmotion AI: Concepts, Challenges and Opportunities
Emotion AI: Concepts, Challenges and OpportunitiesOresti Banos
 
Biosignal Processing
Biosignal ProcessingBiosignal Processing
Biosignal ProcessingOresti Banos
 
Automatic mapping of motivational text messages into ontological entities for...
Automatic mapping of motivational text messages into ontological entities for...Automatic mapping of motivational text messages into ontological entities for...
Automatic mapping of motivational text messages into ontological entities for...Oresti Banos
 
Enabling remote assessment of cognitive behaviour through mobile experience s...
Enabling remote assessment of cognitive behaviour through mobile experience s...Enabling remote assessment of cognitive behaviour through mobile experience s...
Enabling remote assessment of cognitive behaviour through mobile experience s...Oresti Banos
 
Ontological Modeling of Motivational Messages for Physical Activity Coaching
Ontological Modeling of Motivational Messages for Physical Activity CoachingOntological Modeling of Motivational Messages for Physical Activity Coaching
Ontological Modeling of Motivational Messages for Physical Activity CoachingOresti Banos
 
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...Oresti Banos
 
Analysis of the Innovation Outputs in mHealth for Patient Monitoring
Analysis of the Innovation Outputs in mHealth for Patient MonitoringAnalysis of the Innovation Outputs in mHealth for Patient Monitoring
Analysis of the Innovation Outputs in mHealth for Patient MonitoringOresti Banos
 
First Approach to Automatic Performance Status Evaluation and Physical Activi...
First Approach to Automatic Performance Status Evaluation and Physical Activi...First Approach to Automatic Performance Status Evaluation and Physical Activi...
First Approach to Automatic Performance Status Evaluation and Physical Activi...Oresti Banos
 
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...Oresti Banos
 
High-Level Context Inference for Human Behavior Identi cation
High-Level Context Inference for Human Behavior IdenticationHigh-Level Context Inference for Human Behavior Identication
High-Level Context Inference for Human Behavior Identi cationOresti Banos
 
On the Development of A Real-Time Multi-Sensor Activity Recognition System
On the Development of A Real-Time Multi-Sensor Activity Recognition SystemOn the Development of A Real-Time Multi-Sensor Activity Recognition System
On the Development of A Real-Time Multi-Sensor Activity Recognition SystemOresti Banos
 
Multiwindow Fusion for Wearable Activity Recognition
Multiwindow Fusion for Wearable Activity RecognitionMultiwindow Fusion for Wearable Activity Recognition
Multiwindow Fusion for Wearable Activity RecognitionOresti Banos
 
Mining Minds: an innovative framework for personalized health and wellness su...
Mining Minds: an innovative framework for personalized health and wellness su...Mining Minds: an innovative framework for personalized health and wellness su...
Mining Minds: an innovative framework for personalized health and wellness su...Oresti Banos
 
A Novel Watermarking Scheme for Image Authentication in Social Networks
A Novel Watermarking Scheme for Image Authentication in Social NetworksA Novel Watermarking Scheme for Image Authentication in Social Networks
A Novel Watermarking Scheme for Image Authentication in Social NetworksOresti Banos
 
mHealthDroid: a novel framework for agile development of mobile health appli...
mHealthDroid: a novel framework for agile development of mobile health appli...mHealthDroid: a novel framework for agile development of mobile health appli...
mHealthDroid: a novel framework for agile development of mobile health appli...Oresti Banos
 
Sistema automático para la estimación de la presión arterial a partir de pará...
Sistema automático para la estimación de la presión arterial a partir de pará...Sistema automático para la estimación de la presión arterial a partir de pará...
Sistema automático para la estimación de la presión arterial a partir de pará...Oresti Banos
 
Diseño e implementación de técnicas de monitorización indoor en e-salud
Diseño e implementación de técnicas de monitorización indoor en e-saludDiseño e implementación de técnicas de monitorización indoor en e-salud
Diseño e implementación de técnicas de monitorización indoor en e-saludOresti Banos
 

Mais de Oresti Banos (20)

Measuring human behaviour to inform e-coaching actions
Measuring human behaviour to inform e-coaching actionsMeasuring human behaviour to inform e-coaching actions
Measuring human behaviour to inform e-coaching actions
 
Measuring human behaviour by sensing everyday mobile interactions
Measuring human behaviour by sensing everyday mobile interactionsMeasuring human behaviour by sensing everyday mobile interactions
Measuring human behaviour by sensing everyday mobile interactions
 
Emotion AI: Concepts, Challenges and Opportunities
Emotion AI: Concepts, Challenges and OpportunitiesEmotion AI: Concepts, Challenges and Opportunities
Emotion AI: Concepts, Challenges and Opportunities
 
Biodata analysis
Biodata analysisBiodata analysis
Biodata analysis
 
Biosignal Processing
Biosignal ProcessingBiosignal Processing
Biosignal Processing
 
Automatic mapping of motivational text messages into ontological entities for...
Automatic mapping of motivational text messages into ontological entities for...Automatic mapping of motivational text messages into ontological entities for...
Automatic mapping of motivational text messages into ontological entities for...
 
Enabling remote assessment of cognitive behaviour through mobile experience s...
Enabling remote assessment of cognitive behaviour through mobile experience s...Enabling remote assessment of cognitive behaviour through mobile experience s...
Enabling remote assessment of cognitive behaviour through mobile experience s...
 
Ontological Modeling of Motivational Messages for Physical Activity Coaching
Ontological Modeling of Motivational Messages for Physical Activity CoachingOntological Modeling of Motivational Messages for Physical Activity Coaching
Ontological Modeling of Motivational Messages for Physical Activity Coaching
 
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...
Mobile Health System for Evaluation of Breast Cancer Patients During Treatmen...
 
Analysis of the Innovation Outputs in mHealth for Patient Monitoring
Analysis of the Innovation Outputs in mHealth for Patient MonitoringAnalysis of the Innovation Outputs in mHealth for Patient Monitoring
Analysis of the Innovation Outputs in mHealth for Patient Monitoring
 
First Approach to Automatic Performance Status Evaluation and Physical Activi...
First Approach to Automatic Performance Status Evaluation and Physical Activi...First Approach to Automatic Performance Status Evaluation and Physical Activi...
First Approach to Automatic Performance Status Evaluation and Physical Activi...
 
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...
First Approach to Automatic Measurement of Frontal Plane Projection Angle Dur...
 
High-Level Context Inference for Human Behavior Identi cation
High-Level Context Inference for Human Behavior IdenticationHigh-Level Context Inference for Human Behavior Identication
High-Level Context Inference for Human Behavior Identi cation
 
On the Development of A Real-Time Multi-Sensor Activity Recognition System
On the Development of A Real-Time Multi-Sensor Activity Recognition SystemOn the Development of A Real-Time Multi-Sensor Activity Recognition System
On the Development of A Real-Time Multi-Sensor Activity Recognition System
 
Multiwindow Fusion for Wearable Activity Recognition
Multiwindow Fusion for Wearable Activity RecognitionMultiwindow Fusion for Wearable Activity Recognition
Multiwindow Fusion for Wearable Activity Recognition
 
Mining Minds: an innovative framework for personalized health and wellness su...
Mining Minds: an innovative framework for personalized health and wellness su...Mining Minds: an innovative framework for personalized health and wellness su...
Mining Minds: an innovative framework for personalized health and wellness su...
 
A Novel Watermarking Scheme for Image Authentication in Social Networks
A Novel Watermarking Scheme for Image Authentication in Social NetworksA Novel Watermarking Scheme for Image Authentication in Social Networks
A Novel Watermarking Scheme for Image Authentication in Social Networks
 
mHealthDroid: a novel framework for agile development of mobile health appli...
mHealthDroid: a novel framework for agile development of mobile health appli...mHealthDroid: a novel framework for agile development of mobile health appli...
mHealthDroid: a novel framework for agile development of mobile health appli...
 
Sistema automático para la estimación de la presión arterial a partir de pará...
Sistema automático para la estimación de la presión arterial a partir de pará...Sistema automático para la estimación de la presión arterial a partir de pará...
Sistema automático para la estimación de la presión arterial a partir de pará...
 
Diseño e implementación de técnicas de monitorización indoor en e-salud
Diseño e implementación de técnicas de monitorización indoor en e-saludDiseño e implementación de técnicas de monitorización indoor en e-salud
Diseño e implementación de técnicas de monitorización indoor en e-salud
 

Último

GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxAleenaTreesaSaji
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Patrick Diehl
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhousejana861314
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Nistarini College, Purulia (W.B) India
 
G9 Science Q4- Week 1-2 Projectile Motion.ppt
G9 Science Q4- Week 1-2 Projectile Motion.pptG9 Science Q4- Week 1-2 Projectile Motion.ppt
G9 Science Q4- Week 1-2 Projectile Motion.pptMAESTRELLAMesa2
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.aasikanpl
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxUmerFayaz5
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfnehabiju2046
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PPRINCE C P
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsSérgio Sacani
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsAArockiyaNisha
 
Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxgindu3009
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...Sérgio Sacani
 
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxAnalytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxSwapnil Therkar
 
Physiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxPhysiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxAArockiyaNisha
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physicsvishikhakeshava1
 
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡anilsa9823
 

Último (20)

GFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptxGFP in rDNA Technology (Biotechnology).pptx
GFP in rDNA Technology (Biotechnology).pptx
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhouse
 
Engler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomyEngler and Prantl system of classification in plant taxonomy
Engler and Prantl system of classification in plant taxonomy
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...
 
G9 Science Q4- Week 1-2 Projectile Motion.ppt
G9 Science Q4- Week 1-2 Projectile Motion.pptG9 Science Q4- Week 1-2 Projectile Motion.ppt
G9 Science Q4- Week 1-2 Projectile Motion.ppt
 
CELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdfCELL -Structural and Functional unit of life.pdf
CELL -Structural and Functional unit of life.pdf
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Munirka Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptx
 
A relative description on Sonoporation.pdf
A relative description on Sonoporation.pdfA relative description on Sonoporation.pdf
A relative description on Sonoporation.pdf
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C P
 
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroidsHubble Asteroid Hunter III. Physical properties of newly found asteroids
Hubble Asteroid Hunter III. Physical properties of newly found asteroids
 
Natural Polymer Based Nanomaterials
Natural Polymer Based NanomaterialsNatural Polymer Based Nanomaterials
Natural Polymer Based Nanomaterials
 
Presentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptxPresentation Vikram Lander by Vedansh Gupta.pptx
Presentation Vikram Lander by Vedansh Gupta.pptx
 
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
PossibleEoarcheanRecordsoftheGeomagneticFieldPreservedintheIsuaSupracrustalBe...
 
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptxAnalytical Profile of Coleus Forskohlii | Forskolin .pptx
Analytical Profile of Coleus Forskohlii | Forskolin .pptx
 
Physiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptxPhysiochemical properties of nanomaterials and its nanotoxicity.pptx
Physiochemical properties of nanomaterials and its nanotoxicity.pptx
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physics
 
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service  🪡
CALL ON ➥8923113531 🔝Call Girls Kesar Bagh Lucknow best Night Fun service 🪡
 

Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies

  • 1. Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies Oresti Banos, Jaehun Bang, Donguk Kang, Choong Seon Hong, Sungyoung Lee Ubiquitous Computing Lab, Department of Computer Engineering, Kyung Hee University, Korea oresti@oslab.khu.ac.kr Trunk endurance tests are widely used in physical medicine to assess the muscle status of people affected by low back pain. Nevertheless, traditional evaluation procedures suffer from practical limitations, which can lead to potential misdiagnoses. This work presents mDurance, a novel mobile health system aimed at supporting specialists in the functional assessment of trunk endurance by using wearable and mobile devices. The system makes use of a wearable inertial sensor to track the patient trunk posture, while portable electromyography sensors are employed to seamlessly measure the electrical activity produced by the trunk muscles. The information registered by the sensors is processed and managed by a mobile application that facilitates the expert normal routine, while reducing the impact of human errors and expediting the analysis of the test results. The reliability and usability of mDurance is proved through a case study, thus demonstrating its potential interest for regular physical therapy routines. Keywords: Mobile Health; Physical Therapy; Trunk Endurance; Inertial Sensors; EMG Sensors Abstract Trunk Endurance Assessment - TEA The system consists of a wearable inertial sensor to estimate the trunk position and an attachable electromyography sensor to measure the activity of the skeletal muscles of the trunk. The sensor data is transmitted to a mobile application for the data processing and analysis. The app automatically estimates the duration of the test, presents the physiological responses of the patient and generates reports summarizing the patient status and evolution. mDurance: a Novel Mobile Health System for TEA This work was supported by the Industrial Core Technology Development Program (10049079, Development of mining core technology exploiting personal big data) funded by the Korean Ministry of Trade, Industry and Energy. This work was also supported by the Junta de Andalucia Project P12- TIC-2082 and FPU Spanish Grant AP2012-1789. Jose Antonio Moral Munoz, Ignacio Diaz Reyes, Manuel Arroyo Morales, Miguel Damas, Hector Pomares, Ignacio Rojas, Claudia Villalonga Research Centre for Information and Communications Technology, University of Granada, Spain mDurance App mDurance Sensors mDurance Core Technology ACC, GYR, MAG, EMG Ten volunteers (8 males and 2 females, 21-37 years old) were recruited to be evaluated by three external physical therapists using both mDurance and traditional procedures: • In the traditional approach experts had to visually determine the start and end of each test and time it using a stopwatch  ΔTtraditional • When using mDurance these processes were automated  ΔTmDurance Evaluation Inter-rater reliability • Measures the agreement between both methods (ΔTtraditional – ΔTmDurance) • All the differences fall within the limits of agreement, thus confirming that both methods can be used interchangeably Usability • Experts appreciate the practicality of the automatic angle measurement to determine the user start position and to estimate the end-of-test • They also value the EMG online representation to observe the muscle contraction during the test • System Usability Scale (SUS) scores indicated high levels of acceptability, ease of use and confidence when utilizing mDurance Acknowledgements TEA consists in the measurement of the time a person can hold a specific posture involving the trunk muscles: • The Sorensen test is the most common medical procedure for TEA • The subject has to hold a horizontal unsupported posture while extending the upper body beyond the edge of a bench • The timing begins when the posture is horizontal and unsupported, and the test ends when a) the position is held 240s or b) the trunk position drops >10° High Subjectivity Limitations of traditional TEA: • The human expert has to estimate the start and end visually • The expert has to supervise various aspects simultaneously, such as time, position, and possible abnormalities during the test • Specialists elaborate their diagnosis on the recorded time, and that is the only information to compare with in future tests