Using wearable biofeedback technology to undo unconscious habits which restrict recovery from disorders and disability
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The Side of Neuroplasticity
- Dr. Subhasis Banerji
The Side of Neuroplasticity Dr. Subhasis Banerji Using - - PowerPoint PPT Presentation
TM The Side of Neuroplasticity Dr. Subhasis Banerji Using wearable biofeedback technology to undo unconscious habits which restrict recovery from disorders and disability 7/26/2016 1 TM Is all neuroplasticity positive? Good
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TM Good adaptations Not so good adaptations No adaptations Not so bad adaptations Bad adaptations You assume you are here! Adaptations Unconscious Conscious Unconscious Electrical responses Actions Choices Habits Experiences Plasticity led learning and structural change Backward Bicycle
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Spike timing–dependent plasticity (STDP) (Corporale et al, 2008) Manipulations of sensory experience (Merzenich et al, 1998) Electrical activity plays crucial roles in the structural and functional refinement of neural circuits (Gilbert, 1998, Katz & Shatz 1996)
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(Taub et al, 1993; Bach-y-Rita, 1990)
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Augmented Feedforward Augmented Feedback Augmented Feedforward
Augmented Feedback
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TM Muscle self-correction Sess 3 Muscle self-correction Sess 12 Spatio-temporal training
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Association of muscle contraction, relaxation and number
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X axis – Subjects 1-15 Y axis - % improvement at Week 3 wrt Week 0 baseline assessment score Although control group subjects started
Week 0 assessment, we find from the plot and two-tailed t-test that percentage improvements in both groups were not significantly different for FMA (Fugl-Meyer Assessment of Motor Recovery after Stroke) and ARAT (Action Research Arm Test) scales. We used FMA to understand “gross movement” and ARAT to assess Activities of Daily Living; Coordination; Dexterity; Upper Extremity Function “ TM
X axis – Subjects 1-15 Y axis - % improvement at Week 3 wrt Week 0 assessment score We find from the two-tailed t-test that percentage improvements in both groups were significantly different for Grip Strength (although may be attributed to an
(could be attributed to more chronic and severe subjects in treatment group). We used Grip Strength Assessment to asses “strength” and 9 Hole Peg Test to assess “dexterity”. TM
10 20 30 40 50 60 70 80 Mental function
complex movements Seeing functions Proprioceptive function Touch function sensory of pain Mobility of joint functions Muscle power functions Muscle tone functions Control of voluntary movement functions
IMPROVEMENTS IN ICF CODES FOR “FUNCTION” TM
20 40 60 80 100 120 Carrying out daily routine Lifting and carrying
Fine hand use Hand and arm us Driving Washing
Caring for body parts Toileting Dressing Eating Drinking
IMPROVEMENTS IN ICF CODES FOR “ACTIVITY” TM
We consider overall improvement above 5% wrt starting baseline to be clinically
MRH016 223 MRH022 203.6 MRH017 214.5 MLH009 82.13 MLH021 86.34 MLH014 79.99 MRH015 66.07 MRH005 30.26 MRH020 30.26 MLH023 28.15 MRH019 13.8 MLH008 8.251 MRH013 3.355 MLH006 2.84 MLH003
>40% OVERALL IMPROVEMENT 40%>% OVERALL IMPROVEMENT>5% % OVERALL IMPROVEMENT< 5%
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SENSORS: Internal environment EEG – 8 Brain acticity EMG – 8 Muscle activity HRV Heart tracking External environment Temp Room temp Humidity Room humidity Decibel level Surrounding noise Accelerometer Posture, Tremor Gyroscope Posture, Orientation changes SELF REPORTS: Pain – Sw/mobile Fatigue, Nausea, Discomfort - Sw Function, Activity, Ease of Use -mobile TM
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Subject Age Gender Months/Days post CVA Nature of Stroke Side of Stroke Affected limb Location MLH003 28 F 48 months Haemorrhage Right Left Haemorrhage - Others MLH006 53 F 8 months Infarct Right Left Infarct - Lacunar Stroke MLH008 76 F 10 months Infarct Left Left Infarct - Lacunar Stroke MLH009 51 M 5 months Infarct Right Left Rt Bg And Rt Periventricural Infarct MLH014 67 M 7 days Infarct Right Left Haemorrhage - Basal Ganglia / Thalamus/subcortical MRH005 29 M 53 months Haemorrhage Left Right Haemorrhage - Others MRH013 30 F 18 months Infarct Left Right Left Mca Territory In Fronto-Partietal MRH015 75 M 22 months Infarct Left Right Lt Mca Infarct With Ganglinoc Capsular MRH016 60 M 1 month Haemorrhage Left Right Basal Ganglia / Thalamus/subcortical MRH017 30 M 12 months Infarct Left Right Partial Anterior Circulation Stroke MRH019 58 M 20 months Haemorrhage Left Right Infarct - Lacunar Stroke MRH020 66 M 15 days Infarct Left Right Infarct - Partial Anterior Circulation Stroke MLH021 60 M 3 months Infarct Right Left Infarct - Total Anterior Circulation Stroke MRH022 74 M 35 days Haemorrhage Left Right Haemorrhage - Basal Ganglia / Thalamus/subcortical MLH023 43 M 16 months Infarct Right Left Infarct - Partial Anterior Circulation Stroke
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Subject Age Gender Months/Days post CVA Nature of Stroke Side of Stroke Affected limb N
MCG002 63 M 4 days Left Right F MRI could not be done due to nailing in femur and left hand MCG003 53 M 4 days Infarct Right Left F Partial Anterior Circulation Stroke MCG005 72 M 45 days Infarct Left Right F Posterior Circulation Stroke MCG006 65 M 3 days Infarct Left Right F Basal Gangalia MCG007 65 F 6 months Infarct Right Left R Total Anterior Circulation Stroke MCG008 30 F 24 months Infarct Right Left F Total Anterior Circulation Stroke MCG009 74 F 45 days Infarct Left Right F Partial Anterior Circulation Stroke MCG010 46 M 5 months Haemorrhage Left Right F Basal Ganglia / Thalamus/subcortical MCG011 61 M 30 days Infarct Left Right F Partial Anterior Circulation Stroke MCG012 67 M 20 months Both Left Right R For Infarct:Partial Anterior Circulation Stroke For Haemorrhage:Basal Ganglia / Thalamus/subcortical MCG013 48 M 4 months Haemorrhage Left Right F Basal Ganglia / Thalamus/subcortical MCG014 60 M 15 days Infarct Right Left F Partial Anterior Circulation Stroke MCG015 71 M 10 days Infarct Right Left F Partial Anterior Circulation Stroke MCG016 74 M 3 days Infarct Left Right F Infarct in Left Corona Radiata MCG017 41 M 15 days Infarct Left Right F Partial Anterior Circulation Stroke
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Group Gender Age (yrs) Post CVA (months) FMA ARAT Grip strength 9 Hole Peg Test Treatment 11 male 53 14.5 39.13 23.27 2.447 79.12 4 female 6 cannot attempt Control 12 male 59 4.34 44.87 30.60 5.482 84.10 3 female 5 cannot attempt
group when compared to treatment group prior to start of study.
(average 4.34 months) as compared to treatment group (average 14.5 months). TM
http://informahealthcare.com/doi/abs/10.1080/J006v13n02_01
The WHO-ICF codes were used to assess and track progress in Activity and Participation using the Problem Solving Form (PSF) as per Steiner (2009).
51 52 53 54 55 56 57 58 59
Video after
arm and leg
activities
independently
function- b760.1
d410.3
Cerebral palsy
pen, using mobile phone, flipping a card)
d445.2(holding ,lifting, transfer and release)
Xyz 6 year Botox injection Given last month 1 4/2
arm and leg
activities
independently
Articulation- b320.2
function- b760.1
d410.3
Cerebral palsy
pen, using mobile phone,flipping a card)
d445.2(holding ,lifting, transfer and release)
Xyz 6 year Botox injection Given last month 1 4/2