SlideShare a Scribd company logo
1 of 1
Download to read offline
Brain-neural computer interfaces on track to home
Development of a practical generation of BNCI for
independent home use
The long term goal of rehabilitation for the individual
with an acquired brain injury is resettlement back in the
community away from institutional care. BackHome is
about physical and social autonomy of people with
disabilities, using mainly Brain-Neural Computer
Interfaces (BNCIs) and integrating other assistive
technologies as well. BackHome takes a broad approach
and wants to support the transition from institutional
care to home post rehabilitation and discharge.
Cognitive Rehabilitation in BackHome
The Memory-Cards Game
EloisaVargiu, Stefan Dauwalder, Marc Solá, Felip Miralles
evargiu@bdigital.org
Barcelona DigitalTechnology Center
Barcelona – Spain
 Web
• www.Backhome-FP7.eu
 LinkedIn
• BackHome-FP7-Research-
Innovation
 Twitter
• @BackHomeFP7
 Youtube
• BackHomeFP7
BackHome Cognitive Rehabilitation
Serious games defined with
therapists. Main features:
 Simplicity of use (BCI)
 Parameterization of level of
complexity to customize
therapeutic range
 Evaluable to provide feedback
 to users (motivation)
 to therapists (personalization)
The Memory-Cards Game
Parameterization:
 three levels of difficulty have been defined
 difficulty increases by augmenting
 the number of available cards
• level 1: 8 cards
• level 2: 12 cards
• level 3: 20 cards
 the complexity of the adopted images
• level 1: shapes
• level 2: fruits
• level 3: animals
Results are shown to the user in numerical and graphical
view
 Score: the numbers
of corrected moves with
respect to the total
moves
 Number of moves
 Elapsed time
Therapists are able to interact with users in real time,
and monitor the use and outcomes of the cognitive
rehabilitation tasks to attain therapeutic results
Conclusions
 A user centered approach has been
adopted
 Therapists plan, schedule, telemonitor
and personalize the prescription of
cognitive rehabilitation tasks
 The user performs those tasks inside her
therapeutic range
 The overall approach and the memory-
cards game are currently under testing
by people with traumatic brain injury

More Related Content

More from Eloisa Vargiu

Patient Empowerment in CONNECARE
Patient Empowerment in CONNECAREPatient Empowerment in CONNECARE
Patient Empowerment in CONNECAREEloisa Vargiu
 
From Healthy to Happy Ageing: the Power of Self-Management
From Healthy to Happy Ageing: the Power of Self-ManagementFrom Healthy to Happy Ageing: the Power of Self-Management
From Healthy to Happy Ageing: the Power of Self-ManagementEloisa Vargiu
 
The CONNECARE Project
The CONNECARE ProjectThe CONNECARE Project
The CONNECARE ProjectEloisa Vargiu
 
Self-management of complex chronic patients: the CONNECARE experience
Self-management of complex chronic patients: the CONNECARE experienceSelf-management of complex chronic patients: the CONNECARE experience
Self-management of complex chronic patients: the CONNECARE experienceEloisa Vargiu
 
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...Eloisa Vargiu
 
Integrated Care for Complex Chronic Patients
Integrated Care for Complex Chronic PatientsIntegrated Care for Complex Chronic Patients
Integrated Care for Complex Chronic PatientsEloisa Vargiu
 
Automatic Support for Improving Management and Treatment of Patients with Obt...
Automatic Support for Improving Management and Treatment of Patients with Obt...Automatic Support for Improving Management and Treatment of Patients with Obt...
Automatic Support for Improving Management and Treatment of Patients with Obt...Eloisa Vargiu
 
The CONNECARE project at a glance
The CONNECARE project at a glanceThe CONNECARE project at a glance
The CONNECARE project at a glanceEloisa Vargiu
 
Challenge - Choice - Change of CONNECARE
Challenge - Choice - Change of CONNECAREChallenge - Choice - Change of CONNECARE
Challenge - Choice - Change of CONNECAREEloisa Vargiu
 
Third Generation Teleassistance - Intelligent Monitoring Makes the Difference
Third Generation Teleassistance - Intelligent Monitoring Makes the DifferenceThird Generation Teleassistance - Intelligent Monitoring Makes the Difference
Third Generation Teleassistance - Intelligent Monitoring Makes the DifferenceEloisa Vargiu
 
Monitoring Elderly People at Home: Results and Lessons Learned
Monitoring Elderly People at Home: Results and Lessons LearnedMonitoring Elderly People at Home: Results and Lessons Learned
Monitoring Elderly People at Home: Results and Lessons LearnedEloisa Vargiu
 
Monitoring people that need assistance: the BackHome experience
Monitoring people that need assistance: the BackHome experienceMonitoring people that need assistance: the BackHome experience
Monitoring people that need assistance: the BackHome experienceEloisa Vargiu
 
Brain Computer Interfaces on Track to Home: Results and Lessons Learnt
Brain Computer Interfaces on Track to Home: Results and Lessons LearntBrain Computer Interfaces on Track to Home: Results and Lessons Learnt
Brain Computer Interfaces on Track to Home: Results and Lessons LearntEloisa Vargiu
 
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...Monitoring People that Need Assistance through a Sensor-based System: Evaluat...
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...Eloisa Vargiu
 
Monitoring People that Need Assistance: The BackHome Experience
Monitoring People that Need Assistance: The BackHome ExperienceMonitoring People that Need Assistance: The BackHome Experience
Monitoring People that Need Assistance: The BackHome ExperienceEloisa Vargiu
 
Providing physical autonomy to disabled people through telemonitoring and hom...
Providing physical autonomy to disabled people through telemonitoring and hom...Providing physical autonomy to disabled people through telemonitoring and hom...
Providing physical autonomy to disabled people through telemonitoring and hom...Eloisa Vargiu
 
Telemonitoring and home support in BackHome
Telemonitoring and home support in BackHomeTelemonitoring and home support in BackHome
Telemonitoring and home support in BackHomeEloisa Vargiu
 
Today how was_your_ability_to_move_about
Today how was_your_ability_to_move_aboutToday how was_your_ability_to_move_about
Today how was_your_ability_to_move_aboutEloisa Vargiu
 
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...Eloisa Vargiu
 
Cognitive Rehabilitation through Serious Games
Cognitive Rehabilitation through Serious GamesCognitive Rehabilitation through Serious Games
Cognitive Rehabilitation through Serious GamesEloisa Vargiu
 

More from Eloisa Vargiu (20)

Patient Empowerment in CONNECARE
Patient Empowerment in CONNECAREPatient Empowerment in CONNECARE
Patient Empowerment in CONNECARE
 
From Healthy to Happy Ageing: the Power of Self-Management
From Healthy to Happy Ageing: the Power of Self-ManagementFrom Healthy to Happy Ageing: the Power of Self-Management
From Healthy to Happy Ageing: the Power of Self-Management
 
The CONNECARE Project
The CONNECARE ProjectThe CONNECARE Project
The CONNECARE Project
 
Self-management of complex chronic patients: the CONNECARE experience
Self-management of complex chronic patients: the CONNECARE experienceSelf-management of complex chronic patients: the CONNECARE experience
Self-management of complex chronic patients: the CONNECARE experience
 
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...
A Hierarchical Approach to Recognize Purposeful Movements Using Inertial Sens...
 
Integrated Care for Complex Chronic Patients
Integrated Care for Complex Chronic PatientsIntegrated Care for Complex Chronic Patients
Integrated Care for Complex Chronic Patients
 
Automatic Support for Improving Management and Treatment of Patients with Obt...
Automatic Support for Improving Management and Treatment of Patients with Obt...Automatic Support for Improving Management and Treatment of Patients with Obt...
Automatic Support for Improving Management and Treatment of Patients with Obt...
 
The CONNECARE project at a glance
The CONNECARE project at a glanceThe CONNECARE project at a glance
The CONNECARE project at a glance
 
Challenge - Choice - Change of CONNECARE
Challenge - Choice - Change of CONNECAREChallenge - Choice - Change of CONNECARE
Challenge - Choice - Change of CONNECARE
 
Third Generation Teleassistance - Intelligent Monitoring Makes the Difference
Third Generation Teleassistance - Intelligent Monitoring Makes the DifferenceThird Generation Teleassistance - Intelligent Monitoring Makes the Difference
Third Generation Teleassistance - Intelligent Monitoring Makes the Difference
 
Monitoring Elderly People at Home: Results and Lessons Learned
Monitoring Elderly People at Home: Results and Lessons LearnedMonitoring Elderly People at Home: Results and Lessons Learned
Monitoring Elderly People at Home: Results and Lessons Learned
 
Monitoring people that need assistance: the BackHome experience
Monitoring people that need assistance: the BackHome experienceMonitoring people that need assistance: the BackHome experience
Monitoring people that need assistance: the BackHome experience
 
Brain Computer Interfaces on Track to Home: Results and Lessons Learnt
Brain Computer Interfaces on Track to Home: Results and Lessons LearntBrain Computer Interfaces on Track to Home: Results and Lessons Learnt
Brain Computer Interfaces on Track to Home: Results and Lessons Learnt
 
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...Monitoring People that Need Assistance through a Sensor-based System: Evaluat...
Monitoring People that Need Assistance through a Sensor-based System: Evaluat...
 
Monitoring People that Need Assistance: The BackHome Experience
Monitoring People that Need Assistance: The BackHome ExperienceMonitoring People that Need Assistance: The BackHome Experience
Monitoring People that Need Assistance: The BackHome Experience
 
Providing physical autonomy to disabled people through telemonitoring and hom...
Providing physical autonomy to disabled people through telemonitoring and hom...Providing physical autonomy to disabled people through telemonitoring and hom...
Providing physical autonomy to disabled people through telemonitoring and hom...
 
Telemonitoring and home support in BackHome
Telemonitoring and home support in BackHomeTelemonitoring and home support in BackHome
Telemonitoring and home support in BackHome
 
Today how was_your_ability_to_move_about
Today how was_your_ability_to_move_aboutToday how was_your_ability_to_move_about
Today how was_your_ability_to_move_about
 
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...
PEGASO: A Personalised and Motivational ICT System to Empower Adolescents To...
 
Cognitive Rehabilitation through Serious Games
Cognitive Rehabilitation through Serious GamesCognitive Rehabilitation through Serious Games
Cognitive Rehabilitation through Serious Games
 

Recently uploaded

Retinal consideration in cataract surgery
Retinal consideration in cataract surgeryRetinal consideration in cataract surgery
Retinal consideration in cataract surgeryKafrELShiekh University
 
Compare home pulse pressure components collected directly from home
Compare home pulse pressure components collected directly from homeCompare home pulse pressure components collected directly from home
Compare home pulse pressure components collected directly from homeCatherine Liao
 
Introducing VarSeq Dx as a Medical Device in the European Union
Introducing VarSeq Dx as a Medical Device in the European UnionIntroducing VarSeq Dx as a Medical Device in the European Union
Introducing VarSeq Dx as a Medical Device in the European UnionGolden Helix
 
180-hour Power Capsules For Men In Ghana
180-hour Power Capsules For Men In Ghana180-hour Power Capsules For Men In Ghana
180-hour Power Capsules For Men In Ghanahealthwatchghana
 
In-service education (Nursing Mangement)
In-service education (Nursing Mangement)In-service education (Nursing Mangement)
In-service education (Nursing Mangement)Monika Kanwar
 
Creating Accessible Public Health Communications
Creating Accessible Public Health CommunicationsCreating Accessible Public Health Communications
Creating Accessible Public Health Communicationskatiequigley33
 
MRI Artifacts and Their Remedies/Corrections.pptx
MRI Artifacts and Their Remedies/Corrections.pptxMRI Artifacts and Their Remedies/Corrections.pptx
MRI Artifacts and Their Remedies/Corrections.pptxDr. Dheeraj Kumar
 
Why invest into infodemic management in health emergencies
Why invest into infodemic management in health emergenciesWhy invest into infodemic management in health emergencies
Why invest into infodemic management in health emergenciesTina Purnat
 
Is Rheumatoid Arthritis a Metabolic Disorder.pptx
Is Rheumatoid Arthritis a Metabolic Disorder.pptxIs Rheumatoid Arthritis a Metabolic Disorder.pptx
Is Rheumatoid Arthritis a Metabolic Disorder.pptxSamar Tharwat
 
A thorough review of supernormal conduction.pptx
A thorough review of supernormal conduction.pptxA thorough review of supernormal conduction.pptx
A thorough review of supernormal conduction.pptxSergio Pinski
 
Gauri Gawande(9) Constipation Final.pptx
Gauri Gawande(9) Constipation Final.pptxGauri Gawande(9) Constipation Final.pptx
Gauri Gawande(9) Constipation Final.pptxgauripg8
 
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best suppler
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best supplerCas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best suppler
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best supplerSherrylee83
 
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdf
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdfรายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdf
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdfVorawut Wongumpornpinit
 
End Feel -joint end feel - Normal and Abnormal end feel
End Feel -joint end feel - Normal and Abnormal end feelEnd Feel -joint end feel - Normal and Abnormal end feel
End Feel -joint end feel - Normal and Abnormal end feeldranji1
 
Circulation through Special Regions -characteristics and regulation
Circulation through Special Regions -characteristics and regulationCirculation through Special Regions -characteristics and regulation
Circulation through Special Regions -characteristics and regulationMedicoseAcademics
 
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.Gawad
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.GawadHemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.Gawad
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.GawadNephroTube - Dr.Gawad
 
DECIPHERING COMMON ECG FINDINGS IN ED.pptx
DECIPHERING COMMON ECG FINDINGS IN ED.pptxDECIPHERING COMMON ECG FINDINGS IN ED.pptx
DECIPHERING COMMON ECG FINDINGS IN ED.pptxdrwaque
 
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1THORACOTOMY . SURGICAL PERSPECTIVES VOL 1
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1DR SETH JOTHAM
 
Cervical screening – taking care of your health flipchart (Vietnamese)
Cervical screening – taking care of your health flipchart (Vietnamese)Cervical screening – taking care of your health flipchart (Vietnamese)
Cervical screening – taking care of your health flipchart (Vietnamese)Cancer Institute NSW
 
BMK Glycidic Acid (sodium salt) CAS 5449-12-7 Pharmaceutical intermediates
BMK Glycidic Acid (sodium salt)  CAS 5449-12-7 Pharmaceutical intermediatesBMK Glycidic Acid (sodium salt)  CAS 5449-12-7 Pharmaceutical intermediates
BMK Glycidic Acid (sodium salt) CAS 5449-12-7 Pharmaceutical intermediatesdorademei
 

Recently uploaded (20)

Retinal consideration in cataract surgery
Retinal consideration in cataract surgeryRetinal consideration in cataract surgery
Retinal consideration in cataract surgery
 
Compare home pulse pressure components collected directly from home
Compare home pulse pressure components collected directly from homeCompare home pulse pressure components collected directly from home
Compare home pulse pressure components collected directly from home
 
Introducing VarSeq Dx as a Medical Device in the European Union
Introducing VarSeq Dx as a Medical Device in the European UnionIntroducing VarSeq Dx as a Medical Device in the European Union
Introducing VarSeq Dx as a Medical Device in the European Union
 
180-hour Power Capsules For Men In Ghana
180-hour Power Capsules For Men In Ghana180-hour Power Capsules For Men In Ghana
180-hour Power Capsules For Men In Ghana
 
In-service education (Nursing Mangement)
In-service education (Nursing Mangement)In-service education (Nursing Mangement)
In-service education (Nursing Mangement)
 
Creating Accessible Public Health Communications
Creating Accessible Public Health CommunicationsCreating Accessible Public Health Communications
Creating Accessible Public Health Communications
 
MRI Artifacts and Their Remedies/Corrections.pptx
MRI Artifacts and Their Remedies/Corrections.pptxMRI Artifacts and Their Remedies/Corrections.pptx
MRI Artifacts and Their Remedies/Corrections.pptx
 
Why invest into infodemic management in health emergencies
Why invest into infodemic management in health emergenciesWhy invest into infodemic management in health emergencies
Why invest into infodemic management in health emergencies
 
Is Rheumatoid Arthritis a Metabolic Disorder.pptx
Is Rheumatoid Arthritis a Metabolic Disorder.pptxIs Rheumatoid Arthritis a Metabolic Disorder.pptx
Is Rheumatoid Arthritis a Metabolic Disorder.pptx
 
A thorough review of supernormal conduction.pptx
A thorough review of supernormal conduction.pptxA thorough review of supernormal conduction.pptx
A thorough review of supernormal conduction.pptx
 
Gauri Gawande(9) Constipation Final.pptx
Gauri Gawande(9) Constipation Final.pptxGauri Gawande(9) Constipation Final.pptx
Gauri Gawande(9) Constipation Final.pptx
 
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best suppler
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best supplerCas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best suppler
Cas 28578-16-7 PMK ethyl glycidate ( new PMK powder) best suppler
 
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdf
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdfรายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdf
รายการตํารับยาแผนไทยแห่งชาติ ฉบับ พ.ศ. 2564.pdf
 
End Feel -joint end feel - Normal and Abnormal end feel
End Feel -joint end feel - Normal and Abnormal end feelEnd Feel -joint end feel - Normal and Abnormal end feel
End Feel -joint end feel - Normal and Abnormal end feel
 
Circulation through Special Regions -characteristics and regulation
Circulation through Special Regions -characteristics and regulationCirculation through Special Regions -characteristics and regulation
Circulation through Special Regions -characteristics and regulation
 
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.Gawad
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.GawadHemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.Gawad
Hemodialysis: Chapter 2, Extracorporeal Blood Circuit - Dr.Gawad
 
DECIPHERING COMMON ECG FINDINGS IN ED.pptx
DECIPHERING COMMON ECG FINDINGS IN ED.pptxDECIPHERING COMMON ECG FINDINGS IN ED.pptx
DECIPHERING COMMON ECG FINDINGS IN ED.pptx
 
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1THORACOTOMY . SURGICAL PERSPECTIVES VOL 1
THORACOTOMY . SURGICAL PERSPECTIVES VOL 1
 
Cervical screening – taking care of your health flipchart (Vietnamese)
Cervical screening – taking care of your health flipchart (Vietnamese)Cervical screening – taking care of your health flipchart (Vietnamese)
Cervical screening – taking care of your health flipchart (Vietnamese)
 
BMK Glycidic Acid (sodium salt) CAS 5449-12-7 Pharmaceutical intermediates
BMK Glycidic Acid (sodium salt)  CAS 5449-12-7 Pharmaceutical intermediatesBMK Glycidic Acid (sodium salt)  CAS 5449-12-7 Pharmaceutical intermediates
BMK Glycidic Acid (sodium salt) CAS 5449-12-7 Pharmaceutical intermediates
 

Cognitive Rehabilitation in BackHome: The Memory-Cards Game

  • 1. Brain-neural computer interfaces on track to home Development of a practical generation of BNCI for independent home use The long term goal of rehabilitation for the individual with an acquired brain injury is resettlement back in the community away from institutional care. BackHome is about physical and social autonomy of people with disabilities, using mainly Brain-Neural Computer Interfaces (BNCIs) and integrating other assistive technologies as well. BackHome takes a broad approach and wants to support the transition from institutional care to home post rehabilitation and discharge. Cognitive Rehabilitation in BackHome The Memory-Cards Game EloisaVargiu, Stefan Dauwalder, Marc Solá, Felip Miralles evargiu@bdigital.org Barcelona DigitalTechnology Center Barcelona – Spain  Web • www.Backhome-FP7.eu  LinkedIn • BackHome-FP7-Research- Innovation  Twitter • @BackHomeFP7  Youtube • BackHomeFP7 BackHome Cognitive Rehabilitation Serious games defined with therapists. Main features:  Simplicity of use (BCI)  Parameterization of level of complexity to customize therapeutic range  Evaluable to provide feedback  to users (motivation)  to therapists (personalization) The Memory-Cards Game Parameterization:  three levels of difficulty have been defined  difficulty increases by augmenting  the number of available cards • level 1: 8 cards • level 2: 12 cards • level 3: 20 cards  the complexity of the adopted images • level 1: shapes • level 2: fruits • level 3: animals Results are shown to the user in numerical and graphical view  Score: the numbers of corrected moves with respect to the total moves  Number of moves  Elapsed time Therapists are able to interact with users in real time, and monitor the use and outcomes of the cognitive rehabilitation tasks to attain therapeutic results Conclusions  A user centered approach has been adopted  Therapists plan, schedule, telemonitor and personalize the prescription of cognitive rehabilitation tasks  The user performs those tasks inside her therapeutic range  The overall approach and the memory- cards game are currently under testing by people with traumatic brain injury