SlideShare a Scribd company logo
Universidad	Complutense de	Madrid	– December	2015
Research
Group
Smart	Health:	Improving	Health	
services	within	Smart	Cities
Dr.	Agusti	Solanas
agusti.solanas@urv.cat
Head of	the Smart Health	Research Group
Universitat	Rovira	i	Virgili.	Catalonia.	(Spain)
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Outline	
2
• Electronic	Health
– Electronic	Health	definition	&	basics
– Examples
• Mobile	Health
– m-Health	definition	&	basics
– Example:	The	SIMPATIC	Project
• The	Smart	Health	Paradigm
– Smart	Cities	&	Context-Awareness
– SMART	HEALTH	definition	and	basics
– Challenges	&	Opportunities
• A	Glimpse	of	Cognitive	Health
– What,	Why	and	When
• Conclusions
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 3
e-Health is an emerging field in the
intersection of medical informatics,
public health and business, referring to
health services and information
delivered or enhanced through the
Internet and related technologies.
(2001)
J	Med	Internet	Res	2001;3(2):e20
Gunter	Eysenbach
Electronic	Health
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 4
• Electronic	Health	is	
clearly	a	subset	of	classic	
healthcare.
• It	is	characterised	by	the	
use	of	Information	and	
Communication	
Technologies	(ICT)	
Healthcare
Electronic	Health
Definition	&	Basics
e-Health
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 5
One	of	the	most	well-known	examples	of	e-Health
are	Electronic	Health	Records
Electronic	Health
Examples:	Electronic	Health	Records
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 6
Well-known	examples	of	e-Health	
are	related	to	medical	imaging:
• Mammography
• Magnetic	Resonance	(MRI)
• Eco-Doppler
• etc.
Electronic	Health
Examples:	Medical	Imaging
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 7
• Hundreds	of	gadgets
Electronic	Health
Examples
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Outline	
8
• Electronic	Health
– Electronic	Health	definition	&	basics
– Examples
• Mobile	Health
– m-Health	definition	&	basics
– Example:	The	SIMPATIC	Project
• The	Smart	Health	Paradigm
– Smart	Cities	&	Context-Awareness
– SMART	HEALTH	definition	and	basics
– Challenges	&	Opportunities
• A	Glimpse	of	Cognitive	Health
– What,	Why	and	When
• Conclusions
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 9
Mobile	health	can	be	defined	as	…		
<<	emerging	mobile	communications	
and	network	technologies	for	
healthcare	systems.	>>
2006
R.	Istepanian,	S.	Laxminarayan,	and C.	S.	Pattichis,	“Preface,”	
M-Health:	Emerging Mobile	Health	Systems,	Topics in	
Biomedical Engineering,	 Int’l.	Book Series,	Springer.
Mobile	Health
Definition	&	Basics
Robert	Istepanian
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 10
• Also,	m-Health	could	be	understood	as	
the	discipline	founded	on	the	use	of	
mobile	communication	devices	in	
medicine.
• The	delivery	of	healthcare	services via	
mobile communication	devices
Mobile	Health
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 11
Health
e-Health
m-Health
Mobile	Health
Definition	&	Basics
• Mobile	Health	is	based	on	
mobile	devices	that	are	
indeed	electronic.
• Mobile	health	is,	thus,	a	
clear	subset	of	electronic	
health	
• The	new	intrinsic	
characteristics	of	m-health	
are	
– Mobility	
– (Ubiquity)
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 12
– 4.000	millions	of	smartphones	in	the	world
– About	30%	of	mobile	phones	are	smartphones
– They	are	affordable	(from	50€)
– 25%	of	mobile	phones	are	constantly	
connected	to	the	Internet
– More	than	9%	of	Smartphone	users	have	
downloaded	health-related	apps.
Mobile	Health
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 13
Mobile	Health
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Mobile	Health
Example:	The	SIMPATIC	Project
14
System	for	the	Autonomous,	
Private	and	Intelligent	Monitoring	
based	on	ICTs.
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Mobile	Health	– SIMPATIC	Project
Dementia:	More	than	a	memory	loss
15
• About	5.3	million	people	in	the	US	
experience	some	form	of	dementia.	
By	2050	the	affected	population	 is	
projected	to	triple.	
• In	the	UK,	dementia	affects	about	
850,000 people.	
• In	September	2015,	George	
McNamara,	head	of	policy	at	
Alzheimer’s	Society,	stated	that:
http://www.theguardian.com by Dasha	Kiper
“Dementia	is	already	the	
biggest	health	challenge	
this	country	faces.	It	
costs	the	UK	in	excess	of	
£26bn,	which	equates	to	
£30,000	a	person	with	
dementia	– more	than	
the	cost	of	either	cancer	
or	heart	disease.”
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Mobile	Health- SIMPATIC	Project
An	m-Health	example
• The	SIMPATIC	Project	pays	attention	to	MCI
– MCI:	Mild	Cognitive	Impairments
• Patients	with	MCI	and	in	initial	stages	of	
dementia	might	suffer	from:
– Disorientation
– Memory	loss
– Increase	dependency
• Loss	of	freedom
• Reduced	quality	of	life
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
• Patient	centric
Mobile	Health- SIMPATIC	Project
An	m-Health	example
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Mobile	Health- SIMPATIC	Project
An	m-Health	example
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Mobile	Health- SIMPATIC	Project
An	m-Health	example
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Collect	Patients’	Data
DATA
Learn	from	them
PATTERNS
Detect
ANOMALIES
• Behavioural	changes
• Wandering
Mobile	Health- SIMPATIC	Project
An	m-Health	example
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Outline	
21
• Electronic	Health
– Electronic	Health	definition	&	basics
– Examples
• Mobile	Health
– m-Health	definition	&	basics
– Example:	The	SIMPATIC	Project
• The	Smart	Health	Paradigm
– Smart	Cities	&	Context-Awareness
– SMART	HEALTH	definition	and	basics
– Challenges	&	Opportunities
• A	Glimpse	of	Cognitive	Health
– What,	Why	and	When
• Conclusions
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	Smart	Health	Paradigm
Smart	Cities
22
• Smart	cities are	becoming	commonplace.
– Amsterdam	(Holland)
– Barcelona	(Spain)
– Edmonton	(Canada)
– Fort	Lauderdale	(USA)
– Guadalajara	(Mexico)
– Rio	de	Janeiro	(Brazil)
– Trento	(Italy)
– Wuxi	(China)
– etc…
An	architectual	rendering	of	the	buildings	
that	will	make	up	the	Ciudad	Creativa	
Digital	(CCD)	site,	in	Guadalajara,	 Mexico.	
http://theinstitute.ieee.org/technology-focus/technology-topic/an-urban-reality-smart-cities
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	Smart	Health	Paradigm
Smart	Cities	- Definition
23
Smart	Cities are	cities	strongly	founded	
on	information	and	communication	
technologies	that	invest	in	
– human	and	social	capital	to	improve	the	
quality	of	life	of	their	citizens	by
– fostering	economic	growth,	
– participatory	governance,
– wise	management	of	resources,
– sustainability,	and	
– efficient	mobility,	
– whilst	they	guarantee	the	privacy	and	
security	of	the	citizens.
P.	Pérez,	A.	Martínez,	
and	A.	Solanas,	
“Privacy	in	Smart	
Cities	-A	Case	Study	of	
Smart	Public	Parking,”	
Proc.	3rd	Int’l	Conf.	
PECCS,	2013,	pp.	55–
59.
2013
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 24
• Smart	Cities	provide	us	with	very	rich	sensing	
capabilities	to	understand	the	“context”	in	which	
patients	are
The	Smart	Health	Paradigm
Context-Aware	Health
• The	“context”	could	be	defined	
as:
<<	the	environmental	states and	settings	
that	either	determines	an	application’s	
behaviour	or	in	which	an	application	
event	occurs	and	is	interesting	to	the	
user>>
G.	Chen and D.	Kotz,	“A	Survey
of	Context-Aware Mobile	
Computing	Research,”	tech.	rep.	
TR2000-381,	Dept.	of	Computer	
Science,	Dartmouth College,	
2000.
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 25
• What	if	we	could	have	more	than	mobility	data?
• What	if	we	could	collect	data	from	the	environment?
• What	if	we	could	use	the	smart	city	context?
The	Smart	Health	Paradigm
Definition	&	Basics
<<	Smart	health	is	the	provision	
of	health	services	by	using	the	
context-aware	network	and	
sensing	infrastructure	of	smart	
cities.	>>
Smart	
Health	
Appears Agusti	SOLANAS.	et	al.,	
“Smart	Health:	A	Context-Aware	
Health	Paradigm	within	Smart	
Cities”		IEEE	Communications	
Magazine.	August,	2014
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015 26
SmartCity
s-Health
Health
1
3 4
5
2
4
5
s-Healthm-Health
e-Health
The	Smart	Health	Paradigm
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
SmartCity
s-Health
Health
1
3 4
5
2
4
5
s-Healthm-Health
e-Health
27
The	Smart	Health	Paradigm
Definition	&	Basics
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	SMART	HEALTH	Paradigm
Challenges
28
• Smart	Health	will	have	to	overcome	a	number	
of	challenges	in	order	to	be	a	reality:
– Multidisciplinary	research
– Security	and	Privacy
– Sensor	integration
– Big	data	management	and	Cloud
– Usability	and	HCI
– Other…
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	SMART	HEALTH	Paradigm
Opportunities
29
• The	Smart	Health	paradigm	opens	the	door	to	
a	variety	of	opportunities	for	people,	
companies	and	governments:
– Data	collection,	presentation	and	analysis
– Prevention	of	critical	incidents
– Effectiveness	and	environmental	assessment
– Engaging	patients	and	families
– Improving	policy	decisions
– Epidemic	control
– Cost	savings
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	SMART	HEALTH	Paradigm
A	REAL	Example
30
• The	Smart	Healthy	Route	APP
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	SMART	HEALTH	Paradigm
A	REAL	Example
31
• The	Smart	Healthy	Route	APP
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
The	SMART	HEALTH	Paradigm
A	REAL	Example
32
• The	Smart	Healthy	Route	APP
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Outline	
33
• Electronic	Health
– Electronic	Health	definition	&	basics
– Examples
• Mobile	Health
– m-Health	definition	&	basics
– Example:	The	SIMPATIC	Project
• The	Smart	Health	Paradigm
– Smart	Cities	&	Context-Awareness
– SMART	HEALTH	definition	and	basics
– Challenges	&	Opportunities
• A	Glimpse	of	Cognitive	Health
– What,	Why	and	When
• Conclusions
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
What	is	Cognitive	Healthecare?
34
• Connectivism is	the	integration	of	principles	explored	by	
chaos,	network,	and	complexity	and	self-organization	theories.	
Learning	is	a	process	that	occurs	within	nebulous	environments	
of	shifting	core	elements	– not	entirely	under	the	control	of	the	
individual.		
• Learning	(defined	as	actionable	knowledge)	can	reside	outside	
of	ourselves	(within	an	organization	or	a	database)
• Learning	is	focused	on	connecting	specialized	information	sets,	
and	the	connections	that	enable	us	to	learn	more	are	more	
important	than	our	current	state	of	knowing	.
Siemens	(2005)
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
What	is	Cognitive	Healthecare?
35
• Cognitive	City is	“one	that	learns	and	adapts	its	behaviour	
based	on	past	experiences	and	is	able	to	sense,	understand	and	
respond	to	changes	in	its	environment”.	
Mostari et	al.(2011)
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
What	is	Cognitive	Healthcare?
36
Behaviourism
Cognitivism
Constructivism
Cities
Healthcare
Connectivism
Smart	Cities
Electronic	Health
Mobile	Health
Cognitive	Cities
Smart	Health
Cognitive	Healthcare
Information	and	Communication	Technologies
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
What	is	Cognitive	Healthecare?
37
• Cognitive	Healthcare	(c-health)	can	be	defined	as	
those	healthcare	services	and	infrastructures	
provided	within	a	context-aware	cognitive	city,	where	
the	infrastructures	are	able	to	adapt	to	changes	in	the	
environment,	learn	and	make	decisions	based	on	
experience	and	accessible	knowledge.
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Outline	
38
• Electronic	Health
– Electronic	Health	definition	&	basics
– Examples
• Mobile	Health
– m-Health	definition	&	basics
– Example:	The	SIMPATIC	Project
• The	Smart	Health	Paradigm
– Smart	Cities	&	Context-Awareness
– SMART	HEALTH	definition	and	basics
– Challenges	&	Opportunities
• A	Glimpse	of	Cognitive	Health
– What,	Why	and	When
• Conclusions
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Conclusions
39
• We	have	witnessed	a	clear	evolution	of	the	
concept	of	Healthcare
– Classic	Healthcare
– Electronic	Healthcare			(2001)
– Mobile	Healthcare								(2006)
– Smart	Healthcare										(2014)
– Cognitive	Healthcare				(2015)
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Conclusions
40
• The	concept	of	Smart	Health	will	grow	in	parallel	
with	Smart	Cities.
– With	more	sensing	capabilities	in	SC	comes	more	and	
diverse	Smart	Health	applications.
• The	right	steps	towards	the	consolidation	of	the	
idea	must	be	taken	NOW.
• More	advanced/complex	concepts	like	cognitive	
healthcare	are	still	a	vision	for	the	future
– But	serious	and	focussed	research	is	also	required	
NOW
AGUSTI	SOLANAS	– agusti.solanas@urv.cat UCM	– December	2015
Thanks	for	your	attention!!
41
Questions	and	
final	thoughts
Universidad	Complutense de	Madrid	– December	2015
Research
Group
Smart	Health:	Improving	Health	
services	within	Smart	Cities
Dr.	Agusti	Solanas
agusti.solanas@urv.cat
Head of	the Smart Health	Research Group
Universitat	Rovira	i	Virgili.	Catalonia.	(Spain)

More Related Content

PPTX
IoT Healthcare
PPTX
Iot in healthcare
PPTX
Smart Health in Smart Cities
PPTX
IoT on Medical System
PPTX
IoT for Healthcare
PPTX
INTERNET OF THING PRESENTATION ON PUBLIC SPEAKING
PPTX
Home Automation System using iot
PDF
Internet of Things (IOT) - Technology and Applications
IoT Healthcare
Iot in healthcare
Smart Health in Smart Cities
IoT on Medical System
IoT for Healthcare
INTERNET OF THING PRESENTATION ON PUBLIC SPEAKING
Home Automation System using iot
Internet of Things (IOT) - Technology and Applications

What's hot (20)

PDF
Internet of things for Healthcare
PDF
FUTURE OF IOT
PPTX
Internet of things (IOT) | Future Trends
PPTX
Internet of Things for Smart Cities
PPTX
Internet of Things(IoT) - Introduction and Research Areas for Thesis
PPTX
Internet of things(IOT)
PPTX
IoT in Healthcare.pptx
PPTX
Iot ppt
PPTX
Iot and Healthcare ppt
PDF
The Role of Internet-of-Things (IoT) in Healthcare
PDF
Internet of things
PDF
Beginners: What is Industrial IoT (IIoT)
PDF
15CS81 Module1 IoT
PPTX
Smart healthcare
PPTX
Internet of things(IoT)
PPTX
Internet of things
PPTX
Iot ppt
PPTX
Artificial intelligence
PPTX
10 min IoT ppt
PPT
Artificial Intelligence
Internet of things for Healthcare
FUTURE OF IOT
Internet of things (IOT) | Future Trends
Internet of Things for Smart Cities
Internet of Things(IoT) - Introduction and Research Areas for Thesis
Internet of things(IOT)
IoT in Healthcare.pptx
Iot ppt
Iot and Healthcare ppt
The Role of Internet-of-Things (IoT) in Healthcare
Internet of things
Beginners: What is Industrial IoT (IIoT)
15CS81 Module1 IoT
Smart healthcare
Internet of things(IoT)
Internet of things
Iot ppt
Artificial intelligence
10 min IoT ppt
Artificial Intelligence
Ad

Viewers also liked (16)

PDF
Health IT & Smart Hospitals (October 19, 2016)
PDF
Understanding progress of Korea's ICT use in education
PDF
Emergence of Smart e-Learning and Education Zhu Zhiting
PDF
Die Zukunft der Wearables
 
PPTX
Smart Hospitals-The Smart Way of Treating and Healing-THIT 2015
PPTX
A Smart Healthcare Monitoring System for Independent Living
PPS
Smart hospital
PDF
The Future of Healthcare | Smart Health coLAB
PPTX
Technology as a core strenght of the nation
PPT
Science of implants
PDF
Smart Education in Korea
PDF
Smart Environments and Ambient Assisted Living
PPTX
Smart Cities for Health
PPTX
Connected Health & Ambient Assisted Living Symposium 2011
PDF
PPTX
2016 Public Safety Vision Strategy Direction - Avaya
Health IT & Smart Hospitals (October 19, 2016)
Understanding progress of Korea's ICT use in education
Emergence of Smart e-Learning and Education Zhu Zhiting
Die Zukunft der Wearables
 
Smart Hospitals-The Smart Way of Treating and Healing-THIT 2015
A Smart Healthcare Monitoring System for Independent Living
Smart hospital
The Future of Healthcare | Smart Health coLAB
Technology as a core strenght of the nation
Science of implants
Smart Education in Korea
Smart Environments and Ambient Assisted Living
Smart Cities for Health
Connected Health & Ambient Assisted Living Symposium 2011
2016 Public Safety Vision Strategy Direction - Avaya
Ad

Similar to Smart Health: Improving Health Services within Smart Cities - Dr. Agustí Solanas (20)

PPTX
What are scal­able best prac­tices to spread smart health?
PDF
E-health means participatory health: how social, mobile, wearable and ambient...
PPTX
Smart healthcare systems (Part II)******
PPTX
Health 4.0 : Digital Twins for Health & Well-being
PDF
"Hacking Health" by Juhan Sonin
PDF
From Smart Health to Smart Hospitals (PDF)
PDF
Medicine and the Internet of Things
PDF
Hesse hopkins 2015
PPTX
Augmented Personalized Health: using AI techniques on semantically integrated...
PDF
How will technology shape care delivery and design in future.
PPTX
The Future of mHealth - Jay Srini - March 2011
PPT
Health two point what debate v0.1
PPTX
Stroulia Nov27.2019
PDF
M-Health
PPTX
ppt seminar.pptx
PPTX
Self tracking, Sensors, and mHealth: Trends and Opportunities
PDF
Craig Rispin @ GPTE 31 August 2016
PPTX
Lecture 1_ Introduction to Health Informatics.pptx
PDF
policy-iot-healthcare
PDF
How Wireless Networks Empower Patients
What are scal­able best prac­tices to spread smart health?
E-health means participatory health: how social, mobile, wearable and ambient...
Smart healthcare systems (Part II)******
Health 4.0 : Digital Twins for Health & Well-being
"Hacking Health" by Juhan Sonin
From Smart Health to Smart Hospitals (PDF)
Medicine and the Internet of Things
Hesse hopkins 2015
Augmented Personalized Health: using AI techniques on semantically integrated...
How will technology shape care delivery and design in future.
The Future of mHealth - Jay Srini - March 2011
Health two point what debate v0.1
Stroulia Nov27.2019
M-Health
ppt seminar.pptx
Self tracking, Sensors, and mHealth: Trends and Opportunities
Craig Rispin @ GPTE 31 August 2016
Lecture 1_ Introduction to Health Informatics.pptx
policy-iot-healthcare
How Wireless Networks Empower Patients

More from Facultad de Informática UCM (20)

PDF
¿Por qué debemos seguir trabajando en álgebra lineal?
PDF
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
PDF
DRAC: Designing RISC-V-based Accelerators for next generation Computers
PDF
uElectronics ongoing activities at ESA
PDF
Tendencias en el diseño de procesadores con arquitectura Arm
PDF
Formalizing Mathematics in Lean
PDF
Introduction to Quantum Computing and Quantum Service Oriented Computing
PPTX
Computer Design Concepts for Machine Learning
PDF
Inteligencia Artificial en la atención sanitaria del futuro
PDF
Design Automation Approaches for Real-Time Edge Computing for Science Applic...
PDF
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
PPTX
Fault-tolerance Quantum computation and Quantum Error Correction
PDF
Cómo construir un chatbot inteligente sin morir en el intento
PDF
Automatic generation of hardware memory architectures for HPC
PDF
Type and proof structures for concurrency
PDF
Hardware/software security contracts: Principled foundations for building sec...
PDF
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
PDF
Do you trust your artificial intelligence system?
PDF
Redes neuronales y reinforcement learning. Aplicación en energía eólica.
PDF
Challenges and Opportunities for AI and Data analytics in Offshore wind
¿Por qué debemos seguir trabajando en álgebra lineal?
TECNOPOLÍTICA Y ACTIVISMO DE DATOS: EL MAPEO COMO FORMA DE RESILIENCIA ANTE L...
DRAC: Designing RISC-V-based Accelerators for next generation Computers
uElectronics ongoing activities at ESA
Tendencias en el diseño de procesadores con arquitectura Arm
Formalizing Mathematics in Lean
Introduction to Quantum Computing and Quantum Service Oriented Computing
Computer Design Concepts for Machine Learning
Inteligencia Artificial en la atención sanitaria del futuro
Design Automation Approaches for Real-Time Edge Computing for Science Applic...
Estrategias de navegación para robótica móvil de campo: caso de estudio proye...
Fault-tolerance Quantum computation and Quantum Error Correction
Cómo construir un chatbot inteligente sin morir en el intento
Automatic generation of hardware memory architectures for HPC
Type and proof structures for concurrency
Hardware/software security contracts: Principled foundations for building sec...
Jose carlossancho slidesLa seguridad en el desarrollo de software implementad...
Do you trust your artificial intelligence system?
Redes neuronales y reinforcement learning. Aplicación en energía eólica.
Challenges and Opportunities for AI and Data analytics in Offshore wind

Recently uploaded (20)

PPT
INTRODUCTION -Data Warehousing and Mining-M.Tech- VTU.ppt
PPTX
tack Data Structure with Array and Linked List Implementation, Push and Pop O...
PDF
Accra-Kumasi Expressway - Prefeasibility Report Volume 1 of 7.11.2018.pdf
PDF
Visual Aids for Exploratory Data Analysis.pdf
PPTX
ASME PCC-02 TRAINING -DESKTOP-NLE5HNP.pptx
PDF
Exploratory_Data_Analysis_Fundamentals.pdf
PDF
A SYSTEMATIC REVIEW OF APPLICATIONS IN FRAUD DETECTION
PPTX
Graph Data Structures with Types, Traversals, Connectivity, and Real-Life App...
PDF
Design Guidelines and solutions for Plastics parts
PDF
BIO-INSPIRED HORMONAL MODULATION AND ADAPTIVE ORCHESTRATION IN S-AI-GPT
PPTX
Management Information system : MIS-e-Business Systems.pptx
PDF
EXPLORING LEARNING ENGAGEMENT FACTORS INFLUENCING BEHAVIORAL, COGNITIVE, AND ...
PDF
Categorization of Factors Affecting Classification Algorithms Selection
PPTX
Fundamentals of safety and accident prevention -final (1).pptx
PPTX
CURRICULAM DESIGN engineering FOR CSE 2025.pptx
PPTX
6ME3A-Unit-II-Sensors and Actuators_Handouts.pptx
PPTX
Sorting and Hashing in Data Structures with Algorithms, Techniques, Implement...
PDF
distributed database system" (DDBS) is often used to refer to both the distri...
PDF
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
PPTX
communication and presentation skills 01
INTRODUCTION -Data Warehousing and Mining-M.Tech- VTU.ppt
tack Data Structure with Array and Linked List Implementation, Push and Pop O...
Accra-Kumasi Expressway - Prefeasibility Report Volume 1 of 7.11.2018.pdf
Visual Aids for Exploratory Data Analysis.pdf
ASME PCC-02 TRAINING -DESKTOP-NLE5HNP.pptx
Exploratory_Data_Analysis_Fundamentals.pdf
A SYSTEMATIC REVIEW OF APPLICATIONS IN FRAUD DETECTION
Graph Data Structures with Types, Traversals, Connectivity, and Real-Life App...
Design Guidelines and solutions for Plastics parts
BIO-INSPIRED HORMONAL MODULATION AND ADAPTIVE ORCHESTRATION IN S-AI-GPT
Management Information system : MIS-e-Business Systems.pptx
EXPLORING LEARNING ENGAGEMENT FACTORS INFLUENCING BEHAVIORAL, COGNITIVE, AND ...
Categorization of Factors Affecting Classification Algorithms Selection
Fundamentals of safety and accident prevention -final (1).pptx
CURRICULAM DESIGN engineering FOR CSE 2025.pptx
6ME3A-Unit-II-Sensors and Actuators_Handouts.pptx
Sorting and Hashing in Data Structures with Algorithms, Techniques, Implement...
distributed database system" (DDBS) is often used to refer to both the distri...
PREDICTION OF DIABETES FROM ELECTRONIC HEALTH RECORDS
communication and presentation skills 01

Smart Health: Improving Health Services within Smart Cities - Dr. Agustí Solanas

  • 2. AGUSTI SOLANAS – [email protected] UCM – December 2015 Outline 2 • Electronic Health – Electronic Health definition & basics – Examples • Mobile Health – m-Health definition & basics – Example: The SIMPATIC Project • The Smart Health Paradigm – Smart Cities & Context-Awareness – SMART HEALTH definition and basics – Challenges & Opportunities • A Glimpse of Cognitive Health – What, Why and When • Conclusions
  • 3. AGUSTI SOLANAS – [email protected] UCM – December 2015 3 e-Health is an emerging field in the intersection of medical informatics, public health and business, referring to health services and information delivered or enhanced through the Internet and related technologies. (2001) J Med Internet Res 2001;3(2):e20 Gunter Eysenbach Electronic Health Definition & Basics
  • 4. AGUSTI SOLANAS – [email protected] UCM – December 2015 4 • Electronic Health is clearly a subset of classic healthcare. • It is characterised by the use of Information and Communication Technologies (ICT) Healthcare Electronic Health Definition & Basics e-Health
  • 5. AGUSTI SOLANAS – [email protected] UCM – December 2015 5 One of the most well-known examples of e-Health are Electronic Health Records Electronic Health Examples: Electronic Health Records
  • 6. AGUSTI SOLANAS – [email protected] UCM – December 2015 6 Well-known examples of e-Health are related to medical imaging: • Mammography • Magnetic Resonance (MRI) • Eco-Doppler • etc. Electronic Health Examples: Medical Imaging
  • 7. AGUSTI SOLANAS – [email protected] UCM – December 2015 7 • Hundreds of gadgets Electronic Health Examples
  • 8. AGUSTI SOLANAS – [email protected] UCM – December 2015 Outline 8 • Electronic Health – Electronic Health definition & basics – Examples • Mobile Health – m-Health definition & basics – Example: The SIMPATIC Project • The Smart Health Paradigm – Smart Cities & Context-Awareness – SMART HEALTH definition and basics – Challenges & Opportunities • A Glimpse of Cognitive Health – What, Why and When • Conclusions
  • 9. AGUSTI SOLANAS – [email protected] UCM – December 2015 9 Mobile health can be defined as … << emerging mobile communications and network technologies for healthcare systems. >> 2006 R. Istepanian, S. Laxminarayan, and C. S. Pattichis, “Preface,” M-Health: Emerging Mobile Health Systems, Topics in Biomedical Engineering, Int’l. Book Series, Springer. Mobile Health Definition & Basics Robert Istepanian
  • 10. AGUSTI SOLANAS – [email protected] UCM – December 2015 10 • Also, m-Health could be understood as the discipline founded on the use of mobile communication devices in medicine. • The delivery of healthcare services via mobile communication devices Mobile Health Definition & Basics
  • 11. AGUSTI SOLANAS – [email protected] UCM – December 2015 11 Health e-Health m-Health Mobile Health Definition & Basics • Mobile Health is based on mobile devices that are indeed electronic. • Mobile health is, thus, a clear subset of electronic health • The new intrinsic characteristics of m-health are – Mobility – (Ubiquity)
  • 12. AGUSTI SOLANAS – [email protected] UCM – December 2015 12 – 4.000 millions of smartphones in the world – About 30% of mobile phones are smartphones – They are affordable (from 50€) – 25% of mobile phones are constantly connected to the Internet – More than 9% of Smartphone users have downloaded health-related apps. Mobile Health Definition & Basics
  • 13. AGUSTI SOLANAS – [email protected] UCM – December 2015 13 Mobile Health Definition & Basics
  • 14. AGUSTI SOLANAS – [email protected] UCM – December 2015 Mobile Health Example: The SIMPATIC Project 14 System for the Autonomous, Private and Intelligent Monitoring based on ICTs.
  • 15. AGUSTI SOLANAS – [email protected] UCM – December 2015 Mobile Health – SIMPATIC Project Dementia: More than a memory loss 15 • About 5.3 million people in the US experience some form of dementia. By 2050 the affected population is projected to triple. • In the UK, dementia affects about 850,000 people. • In September 2015, George McNamara, head of policy at Alzheimer’s Society, stated that: http://www.theguardian.com by Dasha Kiper “Dementia is already the biggest health challenge this country faces. It costs the UK in excess of £26bn, which equates to £30,000 a person with dementia – more than the cost of either cancer or heart disease.”
  • 16. AGUSTI SOLANAS – [email protected] UCM – December 2015 Mobile Health- SIMPATIC Project An m-Health example • The SIMPATIC Project pays attention to MCI – MCI: Mild Cognitive Impairments • Patients with MCI and in initial stages of dementia might suffer from: – Disorientation – Memory loss – Increase dependency • Loss of freedom • Reduced quality of life
  • 17. AGUSTI SOLANAS – [email protected] UCM – December 2015 • Patient centric Mobile Health- SIMPATIC Project An m-Health example
  • 18. AGUSTI SOLANAS – [email protected] UCM – December 2015 Mobile Health- SIMPATIC Project An m-Health example
  • 19. AGUSTI SOLANAS – [email protected] UCM – December 2015 Mobile Health- SIMPATIC Project An m-Health example
  • 20. AGUSTI SOLANAS – [email protected] UCM – December 2015 Collect Patients’ Data DATA Learn from them PATTERNS Detect ANOMALIES • Behavioural changes • Wandering Mobile Health- SIMPATIC Project An m-Health example
  • 21. AGUSTI SOLANAS – [email protected] UCM – December 2015 Outline 21 • Electronic Health – Electronic Health definition & basics – Examples • Mobile Health – m-Health definition & basics – Example: The SIMPATIC Project • The Smart Health Paradigm – Smart Cities & Context-Awareness – SMART HEALTH definition and basics – Challenges & Opportunities • A Glimpse of Cognitive Health – What, Why and When • Conclusions
  • 22. AGUSTI SOLANAS – [email protected] UCM – December 2015 The Smart Health Paradigm Smart Cities 22 • Smart cities are becoming commonplace. – Amsterdam (Holland) – Barcelona (Spain) – Edmonton (Canada) – Fort Lauderdale (USA) – Guadalajara (Mexico) – Rio de Janeiro (Brazil) – Trento (Italy) – Wuxi (China) – etc… An architectual rendering of the buildings that will make up the Ciudad Creativa Digital (CCD) site, in Guadalajara, Mexico. http://theinstitute.ieee.org/technology-focus/technology-topic/an-urban-reality-smart-cities
  • 23. AGUSTI SOLANAS – [email protected] UCM – December 2015 The Smart Health Paradigm Smart Cities - Definition 23 Smart Cities are cities strongly founded on information and communication technologies that invest in – human and social capital to improve the quality of life of their citizens by – fostering economic growth, – participatory governance, – wise management of resources, – sustainability, and – efficient mobility, – whilst they guarantee the privacy and security of the citizens. P. Pérez, A. Martínez, and A. Solanas, “Privacy in Smart Cities -A Case Study of Smart Public Parking,” Proc. 3rd Int’l Conf. PECCS, 2013, pp. 55– 59. 2013
  • 24. AGUSTI SOLANAS – [email protected] UCM – December 2015 24 • Smart Cities provide us with very rich sensing capabilities to understand the “context” in which patients are The Smart Health Paradigm Context-Aware Health • The “context” could be defined as: << the environmental states and settings that either determines an application’s behaviour or in which an application event occurs and is interesting to the user>> G. Chen and D. Kotz, “A Survey of Context-Aware Mobile Computing Research,” tech. rep. TR2000-381, Dept. of Computer Science, Dartmouth College, 2000.
  • 25. AGUSTI SOLANAS – [email protected] UCM – December 2015 25 • What if we could have more than mobility data? • What if we could collect data from the environment? • What if we could use the smart city context? The Smart Health Paradigm Definition & Basics << Smart health is the provision of health services by using the context-aware network and sensing infrastructure of smart cities. >> Smart Health Appears Agusti SOLANAS. et al., “Smart Health: A Context-Aware Health Paradigm within Smart Cities” IEEE Communications Magazine. August, 2014
  • 26. AGUSTI SOLANAS – [email protected] UCM – December 2015 26 SmartCity s-Health Health 1 3 4 5 2 4 5 s-Healthm-Health e-Health The Smart Health Paradigm Definition & Basics
  • 27. AGUSTI SOLANAS – [email protected] UCM – December 2015 SmartCity s-Health Health 1 3 4 5 2 4 5 s-Healthm-Health e-Health 27 The Smart Health Paradigm Definition & Basics
  • 28. AGUSTI SOLANAS – [email protected] UCM – December 2015 The SMART HEALTH Paradigm Challenges 28 • Smart Health will have to overcome a number of challenges in order to be a reality: – Multidisciplinary research – Security and Privacy – Sensor integration – Big data management and Cloud – Usability and HCI – Other…
  • 29. AGUSTI SOLANAS – [email protected] UCM – December 2015 The SMART HEALTH Paradigm Opportunities 29 • The Smart Health paradigm opens the door to a variety of opportunities for people, companies and governments: – Data collection, presentation and analysis – Prevention of critical incidents – Effectiveness and environmental assessment – Engaging patients and families – Improving policy decisions – Epidemic control – Cost savings
  • 30. AGUSTI SOLANAS – [email protected] UCM – December 2015 The SMART HEALTH Paradigm A REAL Example 30 • The Smart Healthy Route APP
  • 31. AGUSTI SOLANAS – [email protected] UCM – December 2015 The SMART HEALTH Paradigm A REAL Example 31 • The Smart Healthy Route APP
  • 32. AGUSTI SOLANAS – [email protected] UCM – December 2015 The SMART HEALTH Paradigm A REAL Example 32 • The Smart Healthy Route APP
  • 33. AGUSTI SOLANAS – [email protected] UCM – December 2015 Outline 33 • Electronic Health – Electronic Health definition & basics – Examples • Mobile Health – m-Health definition & basics – Example: The SIMPATIC Project • The Smart Health Paradigm – Smart Cities & Context-Awareness – SMART HEALTH definition and basics – Challenges & Opportunities • A Glimpse of Cognitive Health – What, Why and When • Conclusions
  • 34. AGUSTI SOLANAS – [email protected] UCM – December 2015 What is Cognitive Healthecare? 34 • Connectivism is the integration of principles explored by chaos, network, and complexity and self-organization theories. Learning is a process that occurs within nebulous environments of shifting core elements – not entirely under the control of the individual. • Learning (defined as actionable knowledge) can reside outside of ourselves (within an organization or a database) • Learning is focused on connecting specialized information sets, and the connections that enable us to learn more are more important than our current state of knowing . Siemens (2005)
  • 35. AGUSTI SOLANAS – [email protected] UCM – December 2015 What is Cognitive Healthecare? 35 • Cognitive City is “one that learns and adapts its behaviour based on past experiences and is able to sense, understand and respond to changes in its environment”. Mostari et al.(2011)
  • 36. AGUSTI SOLANAS – [email protected] UCM – December 2015 What is Cognitive Healthcare? 36 Behaviourism Cognitivism Constructivism Cities Healthcare Connectivism Smart Cities Electronic Health Mobile Health Cognitive Cities Smart Health Cognitive Healthcare Information and Communication Technologies
  • 37. AGUSTI SOLANAS – [email protected] UCM – December 2015 What is Cognitive Healthecare? 37 • Cognitive Healthcare (c-health) can be defined as those healthcare services and infrastructures provided within a context-aware cognitive city, where the infrastructures are able to adapt to changes in the environment, learn and make decisions based on experience and accessible knowledge.
  • 38. AGUSTI SOLANAS – [email protected] UCM – December 2015 Outline 38 • Electronic Health – Electronic Health definition & basics – Examples • Mobile Health – m-Health definition & basics – Example: The SIMPATIC Project • The Smart Health Paradigm – Smart Cities & Context-Awareness – SMART HEALTH definition and basics – Challenges & Opportunities • A Glimpse of Cognitive Health – What, Why and When • Conclusions
  • 39. AGUSTI SOLANAS – [email protected] UCM – December 2015 Conclusions 39 • We have witnessed a clear evolution of the concept of Healthcare – Classic Healthcare – Electronic Healthcare (2001) – Mobile Healthcare (2006) – Smart Healthcare (2014) – Cognitive Healthcare (2015)
  • 40. AGUSTI SOLANAS – [email protected] UCM – December 2015 Conclusions 40 • The concept of Smart Health will grow in parallel with Smart Cities. – With more sensing capabilities in SC comes more and diverse Smart Health applications. • The right steps towards the consolidation of the idea must be taken NOW. • More advanced/complex concepts like cognitive healthcare are still a vision for the future – But serious and focussed research is also required NOW
  • 41. AGUSTI SOLANAS – [email protected] UCM – December 2015 Thanks for your attention!! 41 Questions and final thoughts