big data brain services for health
TRANSCRIPT
Innodata, 2015 July
Big Data Brain Services for HealthJavier Marín
Starlab – a brief introduction
A private R&D company based
in Barcelona since 2000.
Goals:
Transforming Science into
Technologies
Developing new products and
services with profound and
positive social impact
Neuroscience division
3
Neuroelectrics provides the hardware4
Neurokai provides the data analysis (and associated*) services5
*customisation, integration etc.
Neurokai Vision
Bringing scientific rigour to the
provision of neuroscience data
analysis services to professional
applications (B2B) while leveraging
medical grade hardware provided by
our sister company Neuroelectrics.
6
Neurokai Strategy: 3 Markets
Neuromarkers
EEG biomarkers
Prediction and Diagnosis
Partnerships
Experience
Emotional Response
Culture & Neurobusiness
Partnerships
Performance
Cognitive Performance
Gateway to Business clients
Partnerships
7
Quixote
Services
Turn-key and custom
solutions for the capture
of user affective state
including fully integrated
EEG, ECG, GSR and
Facial Expression with
Cloud based data
analysis services.
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Turn-key and custom
solutions for the
application of applied
neuroscience to sport
and human
performance.
Turn-key and custom
solutions for the
discovery and
development of
neurophysiological
biomarkers.
Biomarkers – Parkinson’s
N = 37, 73, 118
CR = Classification Rate
AUC = Area Under the Curve
HC = Healthy Control
PD = Parkinson’s Disease
LBD = Lewy Body Dementia
RBD = REM Behaviour Disorder
HC vs PD
CR (AUC) N = 37 100%
CR (AUC) N = 73 90%
CR (AUC) N = 118* 87%
https://www.michaeljfox.org/foundation/grant-detail.php?grant_id=1119
Note: As N increases, group homogeneity decreases leading to lower classification rates
Data Services’ summary
• Custom & turn-key data capture
• Cloud based data analysis services
• Cost effective access to Neuroscience
data analysis expertise
• Scalability and interoperability (other
sources)
• New potential markets thanks to these
context rich applications
