SlideShare a Scribd company logo
Shortened time to recovery of
sensorimotor skills following physical
therapy with simultaneously applied
transcranial direct current stimulation
(tDCS)
SETH TASBIHGOU
SEBASTIAAN VAN JOLE
28-10-2014
“THE FUTURE OF STROKE
REHABILIATION”
(1: COSTELLO & CROCKFORD 2014)
RESEARCH PROBLEM
People with a stroke in the
primary motor cortex experience:
•  Paresis
•  Paralysis
•  Sensory deficits
•  Paresthesias
It takes months of rehabilitation
to recover
HypothesisPrevious researchtDCS
Anodal stimulation
of the primary motor cortex
shortens time to recovery
of motor skills in male hemi-
plegic post-stroke patients
as measured by faster decrease
on Fugel-Meyer Assessment
Enhancement of
motor learning
after stimulation
of the motor cortex
(3: Saucedo & Zhang 2013)
Safe
Non-invasive
Effective
(2: Coffmann & Clark 2014)
BACKGROUND & HYPOTHESIS
Anode Cathode
50%
Physical therapy
+
tDCS
Physical therapy
+
sham
50%
INFORMED CONSENT FORMS WILL BE PRESENTED AFTER TRANSFER FROM THE
STROKE CARE UNIT TO THE REHABILITATION CENTER
NO FURTHER ETHICAL CONCERNS
DESIGN: RANDOMIZED PLACEBO-CONTROLLED TRIAL
3 outcomes:
Primary: FAMS (4)
Secondary: Days to Release
Tertiairy: MOCA (5)
3 outcomes:
Primary: FAMS (4)
Secondary: Days to Release
Tertiairy: MOCA (5)
INCLUSION AND EXCLUSION CRITERIA
Inclusion:
•  Adults (18-64 years)
•  Males
•  ‘First’ Unilateral Ischemic Stroke
•  Modified Rankin Scale: 4-5
•  Groninger Rehabilitation Centre
Exclusion:
•  Prior disabilities
•  Malignant hypertension not
responding to treatment
•  Short-term life-threatening disease
•  Intracranial vascular malformations
(6: HORVATH & CARTER 2013)
(7: LUCULANO & KADOSH 2013)ADDRESSING CRITICISMS
•  inter-subject variability: previous literature revealed extensive
between- and within-group variation; therefore this study has a
comprehensive inclusion and exclusion criteria
•  intra-subject reliability: the tDCS response in individuals will be
measured over time
•  sham stimulation: our subjects are properly blinded by receiving
sham stimulation of 0,1 mA
•  motor and cognitive interference: control of patient activity during
treatment; cognitive differences must be taken into account.
•  electric current influences: instruct research assistants to follow
identical procedures, e.g. identical electrode positioning,
•  The mental cost: Montreal Cognitive Assessment (MOCA) (5), first
and 15th therapy sensition; minimize repetition effects.
FUGL-MEYER ASSESSMENT
Assesses upper and lower exetremity
sensorimotor function:
•  Reflexes
•  Volitional Movements
•  Coordination
•  Speed
•  Sensation
•  Passive Motion
Items are scored on a 3
point scale:
•  0=cannot be
performed
•  1=performs partially
•  2=performs fully
Maximum is 226 points
(5: Fugl-Meyer & Jaasko 1975)
(8: Sanford & Moreland 1993)
SAMPLE SIZE - POWER ANALYSIS
Reliability of 95%: 1,96
  Power of 80%: 0,84
  Standard Deviation: 49
  Treatment group: 105 individuals + 20% dropout = 126 individuals
  Placebo: 126 individuals
105
20
49)84,096,1(2
2
22
=
⋅+
=n
(8: Sanford & Moreland 2013)
(9: Bronnsum-Hansen & Davidsen et al. 2001)
(10: Nederlandse ahrtstichting 2013)
(11: Hope & Seghier et al. 2013)
(12: IBM SPSS)
FEASIBILITY & STATISTICS & BUDGET
statistical analysis:
•  comparing mean improvement
between two groups
•  continuous data
•  normally distributed
•  t-test (using SPSS)
feasibility:
± 21000 male stroke patients in the
Netherlands each year, of which 85%
ischemic stroke (17850), and 500 of them
are treated each year in the Groninger
Rehabilitation Centre, thus feasible in 1 year
estimation of costs:
Tools
tDCS: €1000 * 2: € 2000
Conduction gel: € 50
Amrex sponge elctrodes: € 600
FMAS questionnaires: € 0
MOCA questionnaires: € 0
Services
Research assistants: € 500
Statistical consult: € 230
Training assistant: € 600
€ 4000
EXPECTED OUTCOMES & IMPLICATIONS
  tDCS as an innovative therapy enhancement for patients who are
recovering from a stroke
  shortened rehabilitation times lower the financial burden of stroke
  results can be used as groundwork for use of tDCS in other fields
  faster and/or larger increase in FMAS scores and…
  shortened stay in the rehabilitation center…
  versus stroke patients following regular physical therapy
QUESTION TIME
REFERENCES
1.  Costello F, Crockford D, Dewey D. Functional MR Imaging [Internet]. 2014 [cited 20
14 Oct 20]. Available from: http://www.mrcentre.ca/research/FunctionalMR
2.  Coffman BA, Clark VP, Parasuraman R. Battery powered thought: enhancement of a
ttention, learning, and memory in healthy adults using transcranial direct current sti
mulation. Neuroimage. 2014 Jan 15;85 Pt 3:895–908.
3.  Saucedo Marquez CM, Zhang X, Swinnen SP, Meesen R, Wenderoth N. Task-specifi
c effect of transcranial direct current stimulation on motor learning. Front Hum Neur
osci. 2013 Jan;7:333.
4.  Fugl-Meyer A, Jaasko L, Leyman I, Olsson S, Steglind S. The post-stroke hemiplegic
patient. A method for evaluation of physical performance. Scand J Rehabil Med. 19
75;(7):13–31.
5.  Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, et al.
The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive
impairment. J Am Geriatr Soc 2005 Apr;53(4):695-699.
6.  Horvath JC, Carter O, Forte JD. Transcranial direct current stimulation: five importa
nt issues we aren't discussing (but probably should be). Front Syst Neurosci 2014 Ja
n 24;8:2.
REFERENCES CONT.
7.  Luculano T, Cohen Kadosh R. The mental cost of cognitive enhancement. J
Neurosci 2013 Mar 6;33(10):4482-4486.
8.  Sanford J, Moreland J, Swanson L, Stratford P, Gowland C. Reliability of the
Fugl-Meyer Assessment for Testing Motor Performance in Patients Followin
g Stroke. Phys Ther. 1993;73(7):447–54.
9.  Bronnum-Hansen H, Davidsen M, Thorvaldsen P, Danish MONICA Study Gro
up. Long-term survival and causes of death after stroke. Stroke 2001 Sep;32(
9):2131-2136.
10. Nederlandse Hartstichting. Aantal ziekenhuisopnamen voor hart- en vaatziek
ten naar ziektebeeld en geslacht in Nederland 2010. 2010; Available at:
https://www.hartstichting.nl/downloads/grafiek-opname-ziektebeeld-geslac
ht. Accessed 10/20, 2014.
11. Hope TMH, Seghier ML, Leff AP, Price CJ. Predicting outcome and recovery
after stroke with lesions extracted from MRI images. NeuroImage Clin. 2013
Jan;2:424–33.
12. IBM Cooperation. Statistical Package for the Social Sciences. 2013 August 1
3, 2013;22.

More Related Content

What's hot

Clinical application of tDCS
Clinical application of tDCSClinical application of tDCS
Clinical application of tDCS
Yuma Yokoi
 
rTMS technique
rTMS technique rTMS technique
rTMS technique
drshravan
 
Searching for the optimal tdcs target for motor rehabilitation
Searching for the optimal tdcs target for motor rehabilitationSearching for the optimal tdcs target for motor rehabilitation
Searching for the optimal tdcs target for motor rehabilitation
IkramInf
 
Brain stimulation therapies
Brain stimulation therapiesBrain stimulation therapies
Brain stimulation therapies
Sripathi santhosh goud
 
NIBS
NIBSNIBS
Brief overview of brain stimulation techniques
Brief overview of  brain stimulation techniquesBrief overview of  brain stimulation techniques
Brief overview of brain stimulation techniques
Sujit Kumar Kar
 
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
Technological Ecosystems for Enhancing Multiculturality
 
Magnets - Not Drugs: TMS IMMH San Antonio 2014
Magnets - Not Drugs: TMS   IMMH San Antonio 2014Magnets - Not Drugs: TMS   IMMH San Antonio 2014
Magnets - Not Drugs: TMS IMMH San Antonio 2014
Louis Cady, MD
 
Neuroprime clinicians
Neuroprime cliniciansNeuroprime clinicians
Neuroprime clinicians
ISHD
 
SR_bmes_2006_FINAL_061009
SR_bmes_2006_FINAL_061009SR_bmes_2006_FINAL_061009
SR_bmes_2006_FINAL_061009
Les Bogdanowicz, MS, MBA, PMP
 
Ultrasound Stimulation for Peripheral Nerve Repair v7
Ultrasound Stimulation for Peripheral Nerve Repair v7Ultrasound Stimulation for Peripheral Nerve Repair v7
Ultrasound Stimulation for Peripheral Nerve Repair v7
Emily Ashbolt
 
Beta EEG increased during tDCS
Beta EEG increased during tDCSBeta EEG increased during tDCS
Beta EEG increased during tDCS
Kyongsik Yun
 
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
Painezee Specialist
 
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
ijbesjournal
 
rTMS in ADHD
rTMS in ADHDrTMS in ADHD
rTMS in ADHD
abdollahian
 
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
Miriam Isreb
 
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
Transformative Tech Lab & Conference
 
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
IRJET Journal
 
TMS Therapy at Pilsen Wellness Center
TMS Therapy at Pilsen Wellness CenterTMS Therapy at Pilsen Wellness Center
TMS Therapy at Pilsen Wellness Center
Pilsen WellnessCenter
 
Acupuntura para el manejo del dolor
Acupuntura para el manejo del dolorAcupuntura para el manejo del dolor
Acupuntura para el manejo del dolor
Albert Shing Wong
 

What's hot (20)

Clinical application of tDCS
Clinical application of tDCSClinical application of tDCS
Clinical application of tDCS
 
rTMS technique
rTMS technique rTMS technique
rTMS technique
 
Searching for the optimal tdcs target for motor rehabilitation
Searching for the optimal tdcs target for motor rehabilitationSearching for the optimal tdcs target for motor rehabilitation
Searching for the optimal tdcs target for motor rehabilitation
 
Brain stimulation therapies
Brain stimulation therapiesBrain stimulation therapies
Brain stimulation therapies
 
NIBS
NIBSNIBS
NIBS
 
Brief overview of brain stimulation techniques
Brief overview of  brain stimulation techniquesBrief overview of  brain stimulation techniques
Brief overview of brain stimulation techniques
 
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
Transcranial Magnetic Stimulation versus Transcranial Direct Current Stimulat...
 
Magnets - Not Drugs: TMS IMMH San Antonio 2014
Magnets - Not Drugs: TMS   IMMH San Antonio 2014Magnets - Not Drugs: TMS   IMMH San Antonio 2014
Magnets - Not Drugs: TMS IMMH San Antonio 2014
 
Neuroprime clinicians
Neuroprime cliniciansNeuroprime clinicians
Neuroprime clinicians
 
SR_bmes_2006_FINAL_061009
SR_bmes_2006_FINAL_061009SR_bmes_2006_FINAL_061009
SR_bmes_2006_FINAL_061009
 
Ultrasound Stimulation for Peripheral Nerve Repair v7
Ultrasound Stimulation for Peripheral Nerve Repair v7Ultrasound Stimulation for Peripheral Nerve Repair v7
Ultrasound Stimulation for Peripheral Nerve Repair v7
 
Beta EEG increased during tDCS
Beta EEG increased during tDCSBeta EEG increased during tDCS
Beta EEG increased during tDCS
 
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
Zmpczm0170001003 ZMPCZM017000.10.03 Neuromove clinical presentation from Pain...
 
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
POWER SPECTRAL ANALYSIS OF EEG AS A POTENTIAL MARKER IN THE DIAGNOSIS OF SPAS...
 
rTMS in ADHD
rTMS in ADHDrTMS in ADHD
rTMS in ADHD
 
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
Repetitive Transcranial Magnetic Stimulation at Southeastern Psychiatric Asso...
 
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
Dr. Sanjay Manchanda. Achieving Higher States of Consciousness with Low Level...
 
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
IRJET- Non Invasive Deep Brain Stimulation Via Temporally Interfering Electri...
 
TMS Therapy at Pilsen Wellness Center
TMS Therapy at Pilsen Wellness CenterTMS Therapy at Pilsen Wellness Center
TMS Therapy at Pilsen Wellness Center
 
Acupuntura para el manejo del dolor
Acupuntura para el manejo del dolorAcupuntura para el manejo del dolor
Acupuntura para el manejo del dolor
 

Similar to Transcranial Direct Current Stimulation decreases time to recovery after a motor stroke vs. other localisation of or non-stroken-

MadhuriDubey_Synopsis - 2.pdf
MadhuriDubey_Synopsis - 2.pdfMadhuriDubey_Synopsis - 2.pdf
MadhuriDubey_Synopsis - 2.pdf
MadhuriDubey11
 
Meditacion ayuda a la resitencia de enfermedades cerebrales
Meditacion ayuda a la resitencia de enfermedades cerebralesMeditacion ayuda a la resitencia de enfermedades cerebrales
Meditacion ayuda a la resitencia de enfermedades cerebrales
RAUL TAYA PEREZ
 
Advancing-Mobility-Through-Progressive-Technology.ppt
Advancing-Mobility-Through-Progressive-Technology.pptAdvancing-Mobility-Through-Progressive-Technology.ppt
Advancing-Mobility-Through-Progressive-Technology.ppt
DrAmanSaxena
 
PMR Buzz Magazine_July 2022.pdf
PMR Buzz Magazine_July 2022.pdfPMR Buzz Magazine_July 2022.pdf
PMR Buzz Magazine_July 2022.pdf
mrinal joshi
 
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
ijtsrd
 
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIHDBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
AakuProductions
 
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTSEFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
ismailabinji
 
SenseLabs Human Performance Council
SenseLabs Human Performance CouncilSenseLabs Human Performance Council
SenseLabs Human Performance Council
SenseLabs
 
ZMPCZM017000.11.03
ZMPCZM017000.11.03ZMPCZM017000.11.03
ZMPCZM017000.11.03
Painezee Specialist
 
ZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain researchZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain research
Painezee Specialist
 
ZMPCZM017000.11.03
ZMPCZM017000.11.03ZMPCZM017000.11.03
ZMPCZM017000.11.03
Painezee Specialist
 
ZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain researchZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain research
Painezee Specialist
 
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
Crimsonpublishers-Sportsmedicine
 
PosterPresentations ACSM (1)
PosterPresentations ACSM (1)PosterPresentations ACSM (1)
PosterPresentations ACSM (1)
Walter Staiano Ph.D, MSc, CPS,
 
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor Head Impac...
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor  Head Impac...John Ralston (X2 Biosystems) How Wearables are Helping to Monitor  Head Impac...
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor Head Impac...
AugmentedWorldExpo
 
How can Big Data help upgrade brain care?
How can Big Data help upgrade brain care?How can Big Data help upgrade brain care?
How can Big Data help upgrade brain care?
SharpBrains
 
Post stroke motor rehabilitation
Post stroke motor rehabilitation Post stroke motor rehabilitation
Post stroke motor rehabilitation
NeurologyKota
 
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick KorleyRisk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
University of Michigan Department of Emergency Medicine
 
Tsolaki
TsolakiTsolaki
Tsolaki
evivoudiklari
 
Computerised cognitive rehabilitation
Computerised cognitive rehabilitation Computerised cognitive rehabilitation
Computerised cognitive rehabilitation
Oana Mircea
 

Similar to Transcranial Direct Current Stimulation decreases time to recovery after a motor stroke vs. other localisation of or non-stroken- (20)

MadhuriDubey_Synopsis - 2.pdf
MadhuriDubey_Synopsis - 2.pdfMadhuriDubey_Synopsis - 2.pdf
MadhuriDubey_Synopsis - 2.pdf
 
Meditacion ayuda a la resitencia de enfermedades cerebrales
Meditacion ayuda a la resitencia de enfermedades cerebralesMeditacion ayuda a la resitencia de enfermedades cerebrales
Meditacion ayuda a la resitencia de enfermedades cerebrales
 
Advancing-Mobility-Through-Progressive-Technology.ppt
Advancing-Mobility-Through-Progressive-Technology.pptAdvancing-Mobility-Through-Progressive-Technology.ppt
Advancing-Mobility-Through-Progressive-Technology.ppt
 
PMR Buzz Magazine_July 2022.pdf
PMR Buzz Magazine_July 2022.pdfPMR Buzz Magazine_July 2022.pdf
PMR Buzz Magazine_July 2022.pdf
 
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
An Efficacy Study on Improving Balance in Subacute Stroke Patients by Proprio...
 
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIHDBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
DBS TNSCON 2024 ppt final.pptxHJFJYFKUGJKHLIH
 
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTSEFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
EFFECT OF MIRROR THERAPY ON UPPER EXTREMITY MOTOR FUNCTION IN STROKE PATIENTS
 
SenseLabs Human Performance Council
SenseLabs Human Performance CouncilSenseLabs Human Performance Council
SenseLabs Human Performance Council
 
ZMPCZM017000.11.03
ZMPCZM017000.11.03ZMPCZM017000.11.03
ZMPCZM017000.11.03
 
ZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain researchZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain research
 
ZMPCZM017000.11.03
ZMPCZM017000.11.03ZMPCZM017000.11.03
ZMPCZM017000.11.03
 
ZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain researchZMPCZM017000.11.03 Carey Experimentation on brain research
ZMPCZM017000.11.03 Carey Experimentation on brain research
 
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
Old Dog, New Tricks: Learning Novel Motor Tasks May Enhance Brain Health in O...
 
PosterPresentations ACSM (1)
PosterPresentations ACSM (1)PosterPresentations ACSM (1)
PosterPresentations ACSM (1)
 
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor Head Impac...
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor  Head Impac...John Ralston (X2 Biosystems) How Wearables are Helping to Monitor  Head Impac...
John Ralston (X2 Biosystems) How Wearables are Helping to Monitor Head Impac...
 
How can Big Data help upgrade brain care?
How can Big Data help upgrade brain care?How can Big Data help upgrade brain care?
How can Big Data help upgrade brain care?
 
Post stroke motor rehabilitation
Post stroke motor rehabilitation Post stroke motor rehabilitation
Post stroke motor rehabilitation
 
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick KorleyRisk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
Risk Stratification of "Mild" Traumatic Brain Injury by Frederick Korley
 
Tsolaki
TsolakiTsolaki
Tsolaki
 
Computerised cognitive rehabilitation
Computerised cognitive rehabilitation Computerised cognitive rehabilitation
Computerised cognitive rehabilitation
 

More from Sebastiaan van Jole

The Fall of the House of Usher
The Fall of the House of UsherThe Fall of the House of Usher
The Fall of the House of Usher
Sebastiaan van Jole
 
Tropical diseases, malaria
Tropical diseases, malariaTropical diseases, malaria
Tropical diseases, malaria
Sebastiaan van Jole
 
The death of mr lazarescu
The death of mr lazarescuThe death of mr lazarescu
The death of mr lazarescu
Sebastiaan van Jole
 
Team creativity
Team creativityTeam creativity
Team creativity
Sebastiaan van Jole
 
Suicide
SuicideSuicide
Sexual transmittable disease
Sexual transmittable diseaseSexual transmittable disease
Sexual transmittable disease
Sebastiaan van Jole
 
Smart pills
Smart pillsSmart pills
Smart pills
Sebastiaan van Jole
 
Quotes
QuotesQuotes
Mitral regurgitation
Mitral regurgitationMitral regurgitation
Mitral regurgitation
Sebastiaan van Jole
 
Mental health in west africa
Mental health in west africaMental health in west africa
Mental health in west africa
Sebastiaan van Jole
 
Loss of libido
Loss of libidoLoss of libido
Loss of libido
Sebastiaan van Jole
 
Leukemia
LeukemiaLeukemia
Investigations and prescription
Investigations and prescriptionInvestigations and prescription
Investigations and prescription
Sebastiaan van Jole
 
Intestinal adenocarcinoma
Intestinal adenocarcinomaIntestinal adenocarcinoma
Intestinal adenocarcinoma
Sebastiaan van Jole
 
Infection
InfectionInfection
Indigenous religions
Indigenous religionsIndigenous religions
Indigenous religions
Sebastiaan van Jole
 
mind and body
mind and bodymind and body
mind and body
Sebastiaan van Jole
 
Hypertension and edema
Hypertension and edemaHypertension and edema
Hypertension and edema
Sebastiaan van Jole
 
Hypersensitivity types
Hypersensitivity typesHypersensitivity types
Hypersensitivity types
Sebastiaan van Jole
 
Hypersensitivities
HypersensitivitiesHypersensitivities
Hypersensitivities
Sebastiaan van Jole
 

More from Sebastiaan van Jole (20)

The Fall of the House of Usher
The Fall of the House of UsherThe Fall of the House of Usher
The Fall of the House of Usher
 
Tropical diseases, malaria
Tropical diseases, malariaTropical diseases, malaria
Tropical diseases, malaria
 
The death of mr lazarescu
The death of mr lazarescuThe death of mr lazarescu
The death of mr lazarescu
 
Team creativity
Team creativityTeam creativity
Team creativity
 
Suicide
SuicideSuicide
Suicide
 
Sexual transmittable disease
Sexual transmittable diseaseSexual transmittable disease
Sexual transmittable disease
 
Smart pills
Smart pillsSmart pills
Smart pills
 
Quotes
QuotesQuotes
Quotes
 
Mitral regurgitation
Mitral regurgitationMitral regurgitation
Mitral regurgitation
 
Mental health in west africa
Mental health in west africaMental health in west africa
Mental health in west africa
 
Loss of libido
Loss of libidoLoss of libido
Loss of libido
 
Leukemia
LeukemiaLeukemia
Leukemia
 
Investigations and prescription
Investigations and prescriptionInvestigations and prescription
Investigations and prescription
 
Intestinal adenocarcinoma
Intestinal adenocarcinomaIntestinal adenocarcinoma
Intestinal adenocarcinoma
 
Infection
InfectionInfection
Infection
 
Indigenous religions
Indigenous religionsIndigenous religions
Indigenous religions
 
mind and body
mind and bodymind and body
mind and body
 
Hypertension and edema
Hypertension and edemaHypertension and edema
Hypertension and edema
 
Hypersensitivity types
Hypersensitivity typesHypersensitivity types
Hypersensitivity types
 
Hypersensitivities
HypersensitivitiesHypersensitivities
Hypersensitivities
 

Recently uploaded

Diabetic nephropathy diagnosis treatment
Diabetic nephropathy diagnosis treatmentDiabetic nephropathy diagnosis treatment
Diabetic nephropathy diagnosis treatment
arahmanzai5
 
Adhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.comAdhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.com
reignlana06
 
share - Lions, tigers, AI and health misinformation, oh my!.pptx
share - Lions, tigers, AI and health misinformation, oh my!.pptxshare - Lions, tigers, AI and health misinformation, oh my!.pptx
share - Lions, tigers, AI and health misinformation, oh my!.pptx
Tina Purnat
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
rishi2789
 
Cell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune DiseaseCell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune Disease
Health Advances
 
Best Ayurvedic medicine for Gas and Indigestion
Best Ayurvedic medicine for Gas and IndigestionBest Ayurvedic medicine for Gas and Indigestion
Best Ayurvedic medicine for Gas and Indigestion
Swastik Ayurveda
 
Journal Article Review on Rasamanikya
Journal Article Review on RasamanikyaJournal Article Review on Rasamanikya
Journal Article Review on Rasamanikya
Dr. Jyothirmai Paindla
 
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
LaniyaNasrink
 
CBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdfCBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdf
suvadeepdas911
 
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
rightmanforbloodline
 
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
rishi2789
 
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
bkling
 
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa CentralClinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
19various
 
Osteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdfOsteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdf
Jim Jacob Roy
 
The Electrocardiogram - Physiologic Principles
The Electrocardiogram - Physiologic PrinciplesThe Electrocardiogram - Physiologic Principles
The Electrocardiogram - Physiologic Principles
MedicoseAcademics
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
Josep Vidal-Alaball
 
A Classical Text Review on Basavarajeeyam
A Classical Text Review on BasavarajeeyamA Classical Text Review on Basavarajeeyam
A Classical Text Review on Basavarajeeyam
Dr. Jyothirmai Paindla
 
Netter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdfNetter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdf
BrissaOrtiz3
 
Tests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptxTests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptx
taiba qazi
 
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdfCHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
rishi2789
 

Recently uploaded (20)

Diabetic nephropathy diagnosis treatment
Diabetic nephropathy diagnosis treatmentDiabetic nephropathy diagnosis treatment
Diabetic nephropathy diagnosis treatment
 
Adhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.comAdhd Medication Shortage Uk - trinexpharmacy.com
Adhd Medication Shortage Uk - trinexpharmacy.com
 
share - Lions, tigers, AI and health misinformation, oh my!.pptx
share - Lions, tigers, AI and health misinformation, oh my!.pptxshare - Lions, tigers, AI and health misinformation, oh my!.pptx
share - Lions, tigers, AI and health misinformation, oh my!.pptx
 
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdfCHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
CHEMOTHERAPY_RDP_CHAPTER 6_Anti Malarial Drugs.pdf
 
Cell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune DiseaseCell Therapy Expansion and Challenges in Autoimmune Disease
Cell Therapy Expansion and Challenges in Autoimmune Disease
 
Best Ayurvedic medicine for Gas and Indigestion
Best Ayurvedic medicine for Gas and IndigestionBest Ayurvedic medicine for Gas and Indigestion
Best Ayurvedic medicine for Gas and Indigestion
 
Journal Article Review on Rasamanikya
Journal Article Review on RasamanikyaJournal Article Review on Rasamanikya
Journal Article Review on Rasamanikya
 
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptxREGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
REGULATION FOR COMBINATION PRODUCTS AND MEDICAL DEVICES.pptx
 
CBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdfCBL Seminar 2024_Preliminary Program.pdf
CBL Seminar 2024_Preliminary Program.pdf
 
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
TEST BANK For An Introduction to Brain and Behavior, 7th Edition by Bryan Kol...
 
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
CHEMOTHERAPY_RDP_CHAPTER 2 _LEPROSY.pdf1
 
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
Part II - Body Grief: Losing parts of ourselves and our identity before, duri...
 
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa CentralClinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
Clinic ^%[+27633867063*Abortion Pills For Sale In Tembisa Central
 
Osteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdfOsteoporosis - Definition , Evaluation and Management .pdf
Osteoporosis - Definition , Evaluation and Management .pdf
 
The Electrocardiogram - Physiologic Principles
The Electrocardiogram - Physiologic PrinciplesThe Electrocardiogram - Physiologic Principles
The Electrocardiogram - Physiologic Principles
 
Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)Artificial Intelligence Symposium (THAIS)
Artificial Intelligence Symposium (THAIS)
 
A Classical Text Review on Basavarajeeyam
A Classical Text Review on BasavarajeeyamA Classical Text Review on Basavarajeeyam
A Classical Text Review on Basavarajeeyam
 
Netter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdfNetter's Atlas of Human Anatomy 7.ed.pdf
Netter's Atlas of Human Anatomy 7.ed.pdf
 
Tests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptxTests for analysis of different pharmaceutical.pptx
Tests for analysis of different pharmaceutical.pptx
 
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdfCHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
CHEMOTHERAPY_RDP_CHAPTER 4_ANTI VIRAL DRUGS.pdf
 

Transcranial Direct Current Stimulation decreases time to recovery after a motor stroke vs. other localisation of or non-stroken-

  • 1. Shortened time to recovery of sensorimotor skills following physical therapy with simultaneously applied transcranial direct current stimulation (tDCS) SETH TASBIHGOU SEBASTIAAN VAN JOLE 28-10-2014 “THE FUTURE OF STROKE REHABILIATION”
  • 2. (1: COSTELLO & CROCKFORD 2014) RESEARCH PROBLEM People with a stroke in the primary motor cortex experience: •  Paresis •  Paralysis •  Sensory deficits •  Paresthesias It takes months of rehabilitation to recover
  • 3. HypothesisPrevious researchtDCS Anodal stimulation of the primary motor cortex shortens time to recovery of motor skills in male hemi- plegic post-stroke patients as measured by faster decrease on Fugel-Meyer Assessment Enhancement of motor learning after stimulation of the motor cortex (3: Saucedo & Zhang 2013) Safe Non-invasive Effective (2: Coffmann & Clark 2014) BACKGROUND & HYPOTHESIS Anode Cathode
  • 4. 50% Physical therapy + tDCS Physical therapy + sham 50% INFORMED CONSENT FORMS WILL BE PRESENTED AFTER TRANSFER FROM THE STROKE CARE UNIT TO THE REHABILITATION CENTER NO FURTHER ETHICAL CONCERNS DESIGN: RANDOMIZED PLACEBO-CONTROLLED TRIAL 3 outcomes: Primary: FAMS (4) Secondary: Days to Release Tertiairy: MOCA (5) 3 outcomes: Primary: FAMS (4) Secondary: Days to Release Tertiairy: MOCA (5)
  • 5. INCLUSION AND EXCLUSION CRITERIA Inclusion: •  Adults (18-64 years) •  Males •  ‘First’ Unilateral Ischemic Stroke •  Modified Rankin Scale: 4-5 •  Groninger Rehabilitation Centre Exclusion: •  Prior disabilities •  Malignant hypertension not responding to treatment •  Short-term life-threatening disease •  Intracranial vascular malformations
  • 6. (6: HORVATH & CARTER 2013) (7: LUCULANO & KADOSH 2013)ADDRESSING CRITICISMS •  inter-subject variability: previous literature revealed extensive between- and within-group variation; therefore this study has a comprehensive inclusion and exclusion criteria •  intra-subject reliability: the tDCS response in individuals will be measured over time •  sham stimulation: our subjects are properly blinded by receiving sham stimulation of 0,1 mA •  motor and cognitive interference: control of patient activity during treatment; cognitive differences must be taken into account. •  electric current influences: instruct research assistants to follow identical procedures, e.g. identical electrode positioning, •  The mental cost: Montreal Cognitive Assessment (MOCA) (5), first and 15th therapy sensition; minimize repetition effects.
  • 7. FUGL-MEYER ASSESSMENT Assesses upper and lower exetremity sensorimotor function: •  Reflexes •  Volitional Movements •  Coordination •  Speed •  Sensation •  Passive Motion Items are scored on a 3 point scale: •  0=cannot be performed •  1=performs partially •  2=performs fully Maximum is 226 points (5: Fugl-Meyer & Jaasko 1975) (8: Sanford & Moreland 1993)
  • 8. SAMPLE SIZE - POWER ANALYSIS Reliability of 95%: 1,96   Power of 80%: 0,84   Standard Deviation: 49   Treatment group: 105 individuals + 20% dropout = 126 individuals   Placebo: 126 individuals 105 20 49)84,096,1(2 2 22 = ⋅+ =n (8: Sanford & Moreland 2013) (9: Bronnsum-Hansen & Davidsen et al. 2001)
  • 9. (10: Nederlandse ahrtstichting 2013) (11: Hope & Seghier et al. 2013) (12: IBM SPSS) FEASIBILITY & STATISTICS & BUDGET statistical analysis: •  comparing mean improvement between two groups •  continuous data •  normally distributed •  t-test (using SPSS) feasibility: ± 21000 male stroke patients in the Netherlands each year, of which 85% ischemic stroke (17850), and 500 of them are treated each year in the Groninger Rehabilitation Centre, thus feasible in 1 year estimation of costs: Tools tDCS: €1000 * 2: € 2000 Conduction gel: € 50 Amrex sponge elctrodes: € 600 FMAS questionnaires: € 0 MOCA questionnaires: € 0 Services Research assistants: € 500 Statistical consult: € 230 Training assistant: € 600 € 4000
  • 10. EXPECTED OUTCOMES & IMPLICATIONS   tDCS as an innovative therapy enhancement for patients who are recovering from a stroke   shortened rehabilitation times lower the financial burden of stroke   results can be used as groundwork for use of tDCS in other fields   faster and/or larger increase in FMAS scores and…   shortened stay in the rehabilitation center…   versus stroke patients following regular physical therapy
  • 12. REFERENCES 1.  Costello F, Crockford D, Dewey D. Functional MR Imaging [Internet]. 2014 [cited 20 14 Oct 20]. Available from: http://www.mrcentre.ca/research/FunctionalMR 2.  Coffman BA, Clark VP, Parasuraman R. Battery powered thought: enhancement of a ttention, learning, and memory in healthy adults using transcranial direct current sti mulation. Neuroimage. 2014 Jan 15;85 Pt 3:895–908. 3.  Saucedo Marquez CM, Zhang X, Swinnen SP, Meesen R, Wenderoth N. Task-specifi c effect of transcranial direct current stimulation on motor learning. Front Hum Neur osci. 2013 Jan;7:333. 4.  Fugl-Meyer A, Jaasko L, Leyman I, Olsson S, Steglind S. The post-stroke hemiplegic patient. A method for evaluation of physical performance. Scand J Rehabil Med. 19 75;(7):13–31. 5.  Nasreddine ZS, Phillips NA, Bedirian V, Charbonneau S, Whitehead V, Collin I, et al. The Montreal Cognitive Assessment, MoCA: a brief screening tool for mild cognitive impairment. J Am Geriatr Soc 2005 Apr;53(4):695-699. 6.  Horvath JC, Carter O, Forte JD. Transcranial direct current stimulation: five importa nt issues we aren't discussing (but probably should be). Front Syst Neurosci 2014 Ja n 24;8:2.
  • 13. REFERENCES CONT. 7.  Luculano T, Cohen Kadosh R. The mental cost of cognitive enhancement. J Neurosci 2013 Mar 6;33(10):4482-4486. 8.  Sanford J, Moreland J, Swanson L, Stratford P, Gowland C. Reliability of the Fugl-Meyer Assessment for Testing Motor Performance in Patients Followin g Stroke. Phys Ther. 1993;73(7):447–54. 9.  Bronnum-Hansen H, Davidsen M, Thorvaldsen P, Danish MONICA Study Gro up. Long-term survival and causes of death after stroke. Stroke 2001 Sep;32( 9):2131-2136. 10. Nederlandse Hartstichting. Aantal ziekenhuisopnamen voor hart- en vaatziek ten naar ziektebeeld en geslacht in Nederland 2010. 2010; Available at: https://www.hartstichting.nl/downloads/grafiek-opname-ziektebeeld-geslac ht. Accessed 10/20, 2014. 11. Hope TMH, Seghier ML, Leff AP, Price CJ. Predicting outcome and recovery after stroke with lesions extracted from MRI images. NeuroImage Clin. 2013 Jan;2:424–33. 12. IBM Cooperation. Statistical Package for the Social Sciences. 2013 August 1 3, 2013;22.