SlideShare a Scribd company logo
Analysis of the
Innovation Outputs
in mHealth
for Patient Monitoring
C. Villalonga, H. Pomares, O. Baños
SUT4Coaching – IUCC16
15/12/2016
1
Introduction
mHealth …
“medical and public health practice supported by mobile
devices, such as mobile phones, patient monitoring devices,
personal digital assistants (PDAs), and other wireless devices”
World Health Organization (2011). mHealth: new horizons for health through
mobile technologies: second global survey on eHealth
“… also includes applications such as lifestyle and
wellbeing apps that may connect to medical devices or
sensors (e.g. bracelets or watches) as well as personal
guidance systems, health information and medication
reminders provided by sms and telemedicine provided
wirelessly”
European Commission (2014) . Green Paper on mobile Health
Potential to boost the
healthcare sector,
making it more efficient
and more sustainable,
and increasing the healthcare quality.
“Analysis of the trends of
innovation in the domain of
mHealth for patient monitoring”
Measuring Innovation
2
Innovation indicators:
Innovation input
- Resources devoted to R&D
Innovation output
- Intellectual property statistics
- Scientific publications statistics
Innovation impact
- Turnover
- Employment
OECD and Eurostat (2005). Oslo Manual
OECD (2015). Frascati Manual
OECD (2015). OECD Science, Technology and Industry Scoreboard 2015
Studies:
Patents in mHealth
Scientific publications in
mHealth
1
Scope:
European market
2006-2015 (10 years)
2
Patents in mHealth
Scope:
European market
2006-2015 (10 years)
Data collection from EPO’s database
150 patents about mobile
patient monitoring
Data processing (manual classification)
54 patents about mHealth
for patient monitoring
Data analysis
Patents in mHealth
Patents in mHealth
Trends
- 6 inventions monitored glucose level
- 5 inventions monitored ECG or heart rate
- 12 inventions proposed a method for signaling
alerts when the monitored data reached certain
conditions
Geographical
location
Evolution
Type
Scientific publications
in mHealth
Scope:
European market
2006-2015 (10 years)
Data collection from Scopus’ database
Scientific publications in
mHealth
Data processing (manual classification)
Data analysis
366 journal articles and book
chapters about mHealth
114 journal articles and book
chapters about mHealth for
patient monitoring
Trends
- 17 publications monitoring ECG or heart rate
- 12 publications monitoring the glucose level
- 11 publications sensing movement to detect
activities or falls
Scientific publications in
mHealth
Evolution
Type
Scientific publications in
mHealth
International collaborations
… in 40 (out of 114) publications
… 25 with non-EU countries
… 15 with other EU countries
Geographical location
(institution of the first author)
Remarks
Scientific production of EU institutions is considerable but
European inventions are mostly not protected.
Conclusions
3
Trends & performance of innovation
in mHealth for patient monitoring
Proxy indicators of
innovation outputs
Patent
statistics
Scientific
publications
statistics
measured via
Great interest in mHealth and
huge involvement in innovation
activities in mHealth for patient
monitoring
• High scientific production
• Low protection of inventions
• Strong collaboration between
EU and North America and
Asia
Questions
Oresti Banos
Telemedicine Cluster, Biomedical Signal and Systems Group
Center for Telematics and Information Technology
University of Twente
o.banoslegran@utwente.nl

More Related Content

Viewers also liked

Mining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionMining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionOresti Banos
 
Innovation and mHealth @ Mobile Edge '14
Innovation and mHealth @ Mobile Edge '14Innovation and mHealth @ Mobile Edge '14
Innovation and mHealth @ Mobile Edge '14Mobile Edge Event
 
2015 innovation day_mhealth beyond the sensor_verhaert & remedus
2015 innovation day_mhealth beyond the sensor_verhaert & remedus2015 innovation day_mhealth beyond the sensor_verhaert & remedus
2015 innovation day_mhealth beyond the sensor_verhaert & remedusVerhaert Masters in Innovation
 
PROMPERU - guia de mercado Paises Bajos
PROMPERU - guia de mercado Paises BajosPROMPERU - guia de mercado Paises Bajos
PROMPERU - guia de mercado Paises Bajosagroalimentaria.pe
 
Investigacion accion
Investigacion accionInvestigacion accion
Investigacion accionMaria0989
 
So You Want to Teach Online?
So You Want to Teach Online?So You Want to Teach Online?
So You Want to Teach Online?Anthony Burik
 
MC ThinkCamp mHealth june 3 2011
MC ThinkCamp mHealth june 3 2011MC ThinkCamp mHealth june 3 2011
MC ThinkCamp mHealth june 3 2011Margaret Gold
 
Ian mc leish_-_eaeve_presentation_may_09
Ian mc leish_-_eaeve_presentation_may_09Ian mc leish_-_eaeve_presentation_may_09
Ian mc leish_-_eaeve_presentation_may_09Nadeem Asghar
 
Intimate Things: How Wearables Are Changing The Internet of Things
Intimate Things: How Wearables Are Changing The Internet of ThingsIntimate Things: How Wearables Are Changing The Internet of Things
Intimate Things: How Wearables Are Changing The Internet of ThingsPaul Brody
 
Digital Mobilities: The Innovation of mHealth
Digital Mobilities: The Innovation of mHealthDigital Mobilities: The Innovation of mHealth
Digital Mobilities: The Innovation of mHealthdukesikac
 
Mhealth - mobile health
Mhealth - mobile healthMhealth - mobile health
Mhealth - mobile healthTushar Swami
 

Viewers also liked (20)

Mining Human Behavior for Health Promotion
Mining Human Behavior for Health PromotionMining Human Behavior for Health Promotion
Mining Human Behavior for Health Promotion
 
Innovation in diabetes
Innovation in diabetesInnovation in diabetes
Innovation in diabetes
 
Innovation and mHealth @ Mobile Edge '14
Innovation and mHealth @ Mobile Edge '14Innovation and mHealth @ Mobile Edge '14
Innovation and mHealth @ Mobile Edge '14
 
2015 innovation day_mhealth beyond the sensor_verhaert & remedus
2015 innovation day_mhealth beyond the sensor_verhaert & remedus2015 innovation day_mhealth beyond the sensor_verhaert & remedus
2015 innovation day_mhealth beyond the sensor_verhaert & remedus
 
Andrew m healthstanford_panels_lides_050511
Andrew m healthstanford_panels_lides_050511Andrew m healthstanford_panels_lides_050511
Andrew m healthstanford_panels_lides_050511
 
PROMPERU - guia de mercado Paises Bajos
PROMPERU - guia de mercado Paises BajosPROMPERU - guia de mercado Paises Bajos
PROMPERU - guia de mercado Paises Bajos
 
Investigacion accion
Investigacion accionInvestigacion accion
Investigacion accion
 
INEI - PBI 2015
INEI - PBI 2015INEI - PBI 2015
INEI - PBI 2015
 
So You Want to Teach Online?
So You Want to Teach Online?So You Want to Teach Online?
So You Want to Teach Online?
 
MINCETUR - penx 2025
MINCETUR - penx 2025MINCETUR - penx 2025
MINCETUR - penx 2025
 
MC ThinkCamp mHealth june 3 2011
MC ThinkCamp mHealth june 3 2011MC ThinkCamp mHealth june 3 2011
MC ThinkCamp mHealth june 3 2011
 
Ian mc leish_-_eaeve_presentation_may_09
Ian mc leish_-_eaeve_presentation_may_09Ian mc leish_-_eaeve_presentation_may_09
Ian mc leish_-_eaeve_presentation_may_09
 
Intimate Things: How Wearables Are Changing The Internet of Things
Intimate Things: How Wearables Are Changing The Internet of ThingsIntimate Things: How Wearables Are Changing The Internet of Things
Intimate Things: How Wearables Are Changing The Internet of Things
 
mHealth and Inclusive Innovation in India
mHealth and Inclusive Innovation in IndiamHealth and Inclusive Innovation in India
mHealth and Inclusive Innovation in India
 
Jody
JodyJody
Jody
 
Digital Mobilities: The Innovation of mHealth
Digital Mobilities: The Innovation of mHealthDigital Mobilities: The Innovation of mHealth
Digital Mobilities: The Innovation of mHealth
 
Tp n¦1
Tp n¦1Tp n¦1
Tp n¦1
 
Mobile health (A-level capital)
Mobile health (A-level capital)Mobile health (A-level capital)
Mobile health (A-level capital)
 
Mhealth - mobile health
Mhealth - mobile healthMhealth - mobile health
Mhealth - mobile health
 
Diapositiva liderazgo
Diapositiva liderazgoDiapositiva liderazgo
Diapositiva liderazgo
 

Similar to Analysis of the Innovation Outputs in mHealth for Patient Monitoring

ehealth_policies_review_from_european_union_to_the_valencia_region
ehealth_policies_review_from_european_union_to_the_valencia_regionehealth_policies_review_from_european_union_to_the_valencia_region
ehealth_policies_review_from_european_union_to_the_valencia_regionJose Enrique Borrás Morell
 
Attracting EC Funding - Diana Salmen
Attracting EC Funding - Diana SalmenAttracting EC Funding - Diana Salmen
Attracting EC Funding - Diana SalmenHuman Variome Project
 
European Patients' Rights Day 2015 : Navarro
European Patients' Rights Day 2015 : Navarro European Patients' Rights Day 2015 : Navarro
European Patients' Rights Day 2015 : Navarro Cittadinanzattiva onlus
 
Hilda Bastian - Selling Sickness 2010
Hilda Bastian - Selling Sickness 2010Hilda Bastian - Selling Sickness 2010
Hilda Bastian - Selling Sickness 2010Gezonde scepsis
 
José Enrique Borrás - eHealth policies review: From European Union to the Val...
José Enrique Borrás - eHealth policies review: From European Union to the Val...José Enrique Borrás - eHealth policies review: From European Union to the Val...
José Enrique Borrás - eHealth policies review: From European Union to the Val...WTHS
 
mHealth Empire: The Rise of the Digital Revolution
mHealth Empire: The Rise of the Digital RevolutionmHealth Empire: The Rise of the Digital Revolution
mHealth Empire: The Rise of the Digital RevolutionMedidata Solutions
 
Europe In-Vitro Diagnostics (IVD) Market
Europe In-Vitro Diagnostics (IVD) MarketEurope In-Vitro Diagnostics (IVD) Market
Europe In-Vitro Diagnostics (IVD) MarketRenub Research
 
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalut
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalutShared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalut
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalutMind the Byte
 
Health Valley Event Presentatie Rob ten Hoedt
Health Valley Event Presentatie Rob ten HoedtHealth Valley Event Presentatie Rob ten Hoedt
Health Valley Event Presentatie Rob ten HoedtHealth Valley
 
Asseco - 9iun2011
Asseco - 9iun2011Asseco - 9iun2011
Asseco - 9iun2011Agora Group
 
SURVEILLANCE OF HEALTH EVENT
SURVEILLANCE OF HEALTH EVENTSURVEILLANCE OF HEALTH EVENT
SURVEILLANCE OF HEALTH EVENTAneesa K Ayoob
 
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...Jesús Fontecha
 
Efficient Investment in Health Information System for a Cost Effectiveness Ag...
Efficient Investment in Health Information System for a Cost Effectiveness Ag...Efficient Investment in Health Information System for a Cost Effectiveness Ag...
Efficient Investment in Health Information System for a Cost Effectiveness Ag...Global Risk Forum GRFDavos
 
Loukianos Gatzoulis EU #MWC14 #mHealth
Loukianos Gatzoulis EU #MWC14 #mHealthLoukianos Gatzoulis EU #MWC14 #mHealth
Loukianos Gatzoulis EU #MWC14 #mHealth3GDR
 
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van GoolAlain van Gool
 
Why collect and use health data? Professor Peter Bradley, Director of Knowl...
Why collect and use health data?  Professor  Peter Bradley, Director of Knowl...Why collect and use health data?  Professor  Peter Bradley, Director of Knowl...
Why collect and use health data? Professor Peter Bradley, Director of Knowl...NHS England
 
EPAD 2017 - Jan Willem Van de Loo
EPAD 2017 - Jan Willem Van de LooEPAD 2017 - Jan Willem Van de Loo
EPAD 2017 - Jan Willem Van de LooMarc van Gurp
 
Beyond Scaling Up: Building the evidence base
Beyond Scaling Up: Building the evidence baseBeyond Scaling Up: Building the evidence base
Beyond Scaling Up: Building the evidence baseIDS
 

Similar to Analysis of the Innovation Outputs in mHealth for Patient Monitoring (20)

ehealth_policies_review_from_european_union_to_the_valencia_region
ehealth_policies_review_from_european_union_to_the_valencia_regionehealth_policies_review_from_european_union_to_the_valencia_region
ehealth_policies_review_from_european_union_to_the_valencia_region
 
Attracting EC Funding - Diana Salmen
Attracting EC Funding - Diana SalmenAttracting EC Funding - Diana Salmen
Attracting EC Funding - Diana Salmen
 
ECDC ARHAI networks: achievements in 2013-2014 and challenges for 2015-2016, ...
ECDC ARHAI networks: achievements in 2013-2014 and challenges for 2015-2016, ...ECDC ARHAI networks: achievements in 2013-2014 and challenges for 2015-2016, ...
ECDC ARHAI networks: achievements in 2013-2014 and challenges for 2015-2016, ...
 
European Patients' Rights Day 2015 : Navarro
European Patients' Rights Day 2015 : Navarro European Patients' Rights Day 2015 : Navarro
European Patients' Rights Day 2015 : Navarro
 
Esc 2015
Esc 2015 Esc 2015
Esc 2015
 
Hilda Bastian - Selling Sickness 2010
Hilda Bastian - Selling Sickness 2010Hilda Bastian - Selling Sickness 2010
Hilda Bastian - Selling Sickness 2010
 
José Enrique Borrás - eHealth policies review: From European Union to the Val...
José Enrique Borrás - eHealth policies review: From European Union to the Val...José Enrique Borrás - eHealth policies review: From European Union to the Val...
José Enrique Borrás - eHealth policies review: From European Union to the Val...
 
mHealth Empire: The Rise of the Digital Revolution
mHealth Empire: The Rise of the Digital RevolutionmHealth Empire: The Rise of the Digital Revolution
mHealth Empire: The Rise of the Digital Revolution
 
Europe In-Vitro Diagnostics (IVD) Market
Europe In-Vitro Diagnostics (IVD) MarketEurope In-Vitro Diagnostics (IVD) Market
Europe In-Vitro Diagnostics (IVD) Market
 
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalut
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalutShared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalut
Shared Clinical History of Catalonia-Ignasi Garcia-Milà, Fundació TICSalut
 
Health Valley Event Presentatie Rob ten Hoedt
Health Valley Event Presentatie Rob ten HoedtHealth Valley Event Presentatie Rob ten Hoedt
Health Valley Event Presentatie Rob ten Hoedt
 
Asseco - 9iun2011
Asseco - 9iun2011Asseco - 9iun2011
Asseco - 9iun2011
 
SURVEILLANCE OF HEALTH EVENT
SURVEILLANCE OF HEALTH EVENTSURVEILLANCE OF HEALTH EVENT
SURVEILLANCE OF HEALTH EVENT
 
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...
Exploring the AmIHEALTH paradigm. Monitoring in Healthcare: Building mHealth ...
 
Efficient Investment in Health Information System for a Cost Effectiveness Ag...
Efficient Investment in Health Information System for a Cost Effectiveness Ag...Efficient Investment in Health Information System for a Cost Effectiveness Ag...
Efficient Investment in Health Information System for a Cost Effectiveness Ag...
 
Loukianos Gatzoulis EU #MWC14 #mHealth
Loukianos Gatzoulis EU #MWC14 #mHealthLoukianos Gatzoulis EU #MWC14 #mHealth
Loukianos Gatzoulis EU #MWC14 #mHealth
 
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool
2016-02-18 Innovation for Health 2016 conference, Rotterdam Alain van Gool
 
Why collect and use health data? Professor Peter Bradley, Director of Knowl...
Why collect and use health data?  Professor  Peter Bradley, Director of Knowl...Why collect and use health data?  Professor  Peter Bradley, Director of Knowl...
Why collect and use health data? Professor Peter Bradley, Director of Knowl...
 
EPAD 2017 - Jan Willem Van de Loo
EPAD 2017 - Jan Willem Van de LooEPAD 2017 - Jan Willem Van de Loo
EPAD 2017 - Jan Willem Van de Loo
 
Beyond Scaling Up: Building the evidence base
Beyond Scaling Up: Building the evidence baseBeyond Scaling Up: Building the evidence base
Beyond Scaling Up: Building the evidence base
 

More from 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
 
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
 
Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies
Facilitating Trunk Endurance Assessment by means of Mobile Health TechnologiesFacilitating Trunk Endurance Assessment by means of Mobile Health Technologies
Facilitating Trunk Endurance Assessment by means of Mobile Health TechnologiesOresti 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
 

More from 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...
 
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
 
Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies
Facilitating Trunk Endurance Assessment by means of Mobile Health TechnologiesFacilitating Trunk Endurance Assessment by means of Mobile Health Technologies
Facilitating Trunk Endurance Assessment by means of Mobile Health Technologies
 
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
 

Recently uploaded

Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...
Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...
Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...Sérgio Sacani
 
Hemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptxHemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptxmuralinath2
 
SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSELF-EXPLANATORY
 
NuGOweek 2024 full programme - hosted by Ghent University
NuGOweek 2024 full programme - hosted by Ghent UniversityNuGOweek 2024 full programme - hosted by Ghent University
NuGOweek 2024 full programme - hosted by Ghent Universitypablovgd
 
National Biodiversity protection initiatives and Convention on Biological Di...
National Biodiversity protection initiatives and  Convention on Biological Di...National Biodiversity protection initiatives and  Convention on Biological Di...
National Biodiversity protection initiatives and Convention on Biological Di...PABOLU TEJASREE
 
SAMPLING.pptx for analystical chemistry sample techniques
SAMPLING.pptx for analystical chemistry sample techniquesSAMPLING.pptx for analystical chemistry sample techniques
SAMPLING.pptx for analystical chemistry sample techniquesrodneykiptoo8
 
biotech-regenration of plants, pharmaceutical applications.pptx
biotech-regenration of plants, pharmaceutical applications.pptxbiotech-regenration of plants, pharmaceutical applications.pptx
biotech-regenration of plants, pharmaceutical applications.pptxANONYMOUS
 
Shuaib Y-basedComprehensive mahmudj.pptx
Shuaib Y-basedComprehensive mahmudj.pptxShuaib Y-basedComprehensive mahmudj.pptx
Shuaib Y-basedComprehensive mahmudj.pptxMdAbuRayhan16
 
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243Sérgio Sacani
 
The ASGCT Annual Meeting was packed with exciting progress in the field advan...
The ASGCT Annual Meeting was packed with exciting progress in the field advan...The ASGCT Annual Meeting was packed with exciting progress in the field advan...
The ASGCT Annual Meeting was packed with exciting progress in the field advan...Health Advances
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.Sérgio Sacani
 
Richard's entangled aventures in wonderland
Richard's entangled aventures in wonderlandRichard's entangled aventures in wonderland
Richard's entangled aventures in wonderlandRichard Gill
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...Sérgio Sacani
 
GBSN - Biochemistry (Unit 5) Chemistry of Lipids
GBSN - Biochemistry (Unit 5) Chemistry of LipidsGBSN - Biochemistry (Unit 5) Chemistry of Lipids
GBSN - Biochemistry (Unit 5) Chemistry of LipidsAreesha Ahmad
 
Detectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a TechnosignatureDetectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a TechnosignatureSérgio Sacani
 
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONPRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONChetanK57
 
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...Subhajit Sahu
 
Seminar on Halal AGriculture and Fisheries.pptx
Seminar on Halal AGriculture and Fisheries.pptxSeminar on Halal AGriculture and Fisheries.pptx
Seminar on Halal AGriculture and Fisheries.pptxRUDYLUMAPINET2
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxAlaminAfendy1
 
Cancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate PathwayCancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate PathwayAADYARAJPANDEY1
 

Recently uploaded (20)

Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...
Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...
Gliese 12 b, a temperate Earth-sized planet at 12 parsecs discovered with TES...
 
Hemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptxHemoglobin metabolism_pathophysiology.pptx
Hemoglobin metabolism_pathophysiology.pptx
 
SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdfSCHIZOPHRENIA Disorder/ Brain Disorder.pdf
SCHIZOPHRENIA Disorder/ Brain Disorder.pdf
 
NuGOweek 2024 full programme - hosted by Ghent University
NuGOweek 2024 full programme - hosted by Ghent UniversityNuGOweek 2024 full programme - hosted by Ghent University
NuGOweek 2024 full programme - hosted by Ghent University
 
National Biodiversity protection initiatives and Convention on Biological Di...
National Biodiversity protection initiatives and  Convention on Biological Di...National Biodiversity protection initiatives and  Convention on Biological Di...
National Biodiversity protection initiatives and Convention on Biological Di...
 
SAMPLING.pptx for analystical chemistry sample techniques
SAMPLING.pptx for analystical chemistry sample techniquesSAMPLING.pptx for analystical chemistry sample techniques
SAMPLING.pptx for analystical chemistry sample techniques
 
biotech-regenration of plants, pharmaceutical applications.pptx
biotech-regenration of plants, pharmaceutical applications.pptxbiotech-regenration of plants, pharmaceutical applications.pptx
biotech-regenration of plants, pharmaceutical applications.pptx
 
Shuaib Y-basedComprehensive mahmudj.pptx
Shuaib Y-basedComprehensive mahmudj.pptxShuaib Y-basedComprehensive mahmudj.pptx
Shuaib Y-basedComprehensive mahmudj.pptx
 
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
Constraints on Neutrino Natal Kicks from Black-Hole Binary VFTS 243
 
The ASGCT Annual Meeting was packed with exciting progress in the field advan...
The ASGCT Annual Meeting was packed with exciting progress in the field advan...The ASGCT Annual Meeting was packed with exciting progress in the field advan...
The ASGCT Annual Meeting was packed with exciting progress in the field advan...
 
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
THE IMPORTANCE OF MARTIAN ATMOSPHERE SAMPLE RETURN.
 
Richard's entangled aventures in wonderland
Richard's entangled aventures in wonderlandRichard's entangled aventures in wonderland
Richard's entangled aventures in wonderland
 
The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...The importance of continents, oceans and plate tectonics for the evolution of...
The importance of continents, oceans and plate tectonics for the evolution of...
 
GBSN - Biochemistry (Unit 5) Chemistry of Lipids
GBSN - Biochemistry (Unit 5) Chemistry of LipidsGBSN - Biochemistry (Unit 5) Chemistry of Lipids
GBSN - Biochemistry (Unit 5) Chemistry of Lipids
 
Detectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a TechnosignatureDetectability of Solar Panels as a Technosignature
Detectability of Solar Panels as a Technosignature
 
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATIONPRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
PRESENTATION ABOUT PRINCIPLE OF COSMATIC EVALUATION
 
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings o...
 
Seminar on Halal AGriculture and Fisheries.pptx
Seminar on Halal AGriculture and Fisheries.pptxSeminar on Halal AGriculture and Fisheries.pptx
Seminar on Halal AGriculture and Fisheries.pptx
 
In silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptxIn silico drugs analogue design: novobiocin analogues.pptx
In silico drugs analogue design: novobiocin analogues.pptx
 
Cancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate PathwayCancer cell metabolism: special Reference to Lactate Pathway
Cancer cell metabolism: special Reference to Lactate Pathway
 

Analysis of the Innovation Outputs in mHealth for Patient Monitoring

  • 1. Analysis of the Innovation Outputs in mHealth for Patient Monitoring C. Villalonga, H. Pomares, O. Baños SUT4Coaching – IUCC16 15/12/2016
  • 3. mHealth … “medical and public health practice supported by mobile devices, such as mobile phones, patient monitoring devices, personal digital assistants (PDAs), and other wireless devices” World Health Organization (2011). mHealth: new horizons for health through mobile technologies: second global survey on eHealth
  • 4. “… also includes applications such as lifestyle and wellbeing apps that may connect to medical devices or sensors (e.g. bracelets or watches) as well as personal guidance systems, health information and medication reminders provided by sms and telemedicine provided wirelessly” European Commission (2014) . Green Paper on mobile Health
  • 5. Potential to boost the healthcare sector, making it more efficient and more sustainable, and increasing the healthcare quality.
  • 6. “Analysis of the trends of innovation in the domain of mHealth for patient monitoring”
  • 8. Innovation indicators: Innovation input - Resources devoted to R&D Innovation output - Intellectual property statistics - Scientific publications statistics Innovation impact - Turnover - Employment OECD and Eurostat (2005). Oslo Manual OECD (2015). Frascati Manual OECD (2015). OECD Science, Technology and Industry Scoreboard 2015
  • 9. Studies: Patents in mHealth Scientific publications in mHealth 1 Scope: European market 2006-2015 (10 years) 2
  • 10. Patents in mHealth Scope: European market 2006-2015 (10 years)
  • 11. Data collection from EPO’s database 150 patents about mobile patient monitoring Data processing (manual classification) 54 patents about mHealth for patient monitoring Data analysis Patents in mHealth
  • 12. Patents in mHealth Trends - 6 inventions monitored glucose level - 5 inventions monitored ECG or heart rate - 12 inventions proposed a method for signaling alerts when the monitored data reached certain conditions Geographical location Evolution Type
  • 14. Data collection from Scopus’ database Scientific publications in mHealth Data processing (manual classification) Data analysis 366 journal articles and book chapters about mHealth 114 journal articles and book chapters about mHealth for patient monitoring
  • 15. Trends - 17 publications monitoring ECG or heart rate - 12 publications monitoring the glucose level - 11 publications sensing movement to detect activities or falls Scientific publications in mHealth Evolution Type
  • 16. Scientific publications in mHealth International collaborations … in 40 (out of 114) publications … 25 with non-EU countries … 15 with other EU countries Geographical location (institution of the first author) Remarks Scientific production of EU institutions is considerable but European inventions are mostly not protected.
  • 18. Trends & performance of innovation in mHealth for patient monitoring Proxy indicators of innovation outputs Patent statistics Scientific publications statistics measured via
  • 19. Great interest in mHealth and huge involvement in innovation activities in mHealth for patient monitoring • High scientific production • Low protection of inventions • Strong collaboration between EU and North America and Asia
  • 20. Questions Oresti Banos Telemedicine Cluster, Biomedical Signal and Systems Group Center for Telematics and Information Technology University of Twente o.banoslegran@utwente.nl