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Innodata, 2015 July
Big Data Brain Services for Health
Javier 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 hardware
4
Neurokai provides the data analysis (and associated*) services
5
*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.
10
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
Big Data Brain Services for Health

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Big Data Brain Services for Health

  • 1. Innodata, 2015 July Big Data Brain Services for Health Javier Marín
  • 2. 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
  • 5. Neurokai provides the data analysis (and associated*) services 5 *customisation, integration etc.
  • 6. 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
  • 7. 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
  • 9. 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.
  • 10. 10
  • 11. Turn-key and custom solutions for the application of applied neuroscience to sport and human performance.
  • 12.
  • 13. Turn-key and custom solutions for the discovery and development of neurophysiological biomarkers.
  • 14. 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
  • 15. 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