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Sleep, Eat & Play: The Role of
Mobile & Wearable
Technologies for Health
Empowerment in Qatar
Luis Fernandez-Luque PhD
Qatar Computing Research
Institute - www.qcri.org
lluque@hbku.edu.qa
www.himssqatar.org
Conflict of Interest
I am co-founder of Salumedia.com (Spanish Digital Health
Startup) and provided digital health advisory to
pharmaceutical companies and startups (e.g. Droobi
Health).
www.himssqatar.org
Disclaimer
Views are my own and don't necesarily reflect the views of
my employer
Health at War
4
@luisluque #HIMSSQatar17
Wearables, Mobile, Social Media and
Technology for (un) health promotion
Obesity in the World
5
@luisluque
@luisluque #HIMSSQatar17
Smoking in the World
6
QATAR: A total of
2,109 students aged
between 13-15: 15.7%
used tobacco, of which
22.8% were males
and 8.8% were
females. A total of
6.1% used
smokeless tobacco
https://www.moph.gov.qa/news/sch
-announces-global-youth-tobacco-
survey-results
http://www.euro.who.int/en/health-topics/disease-prevention/tobacco/data-and-statistics
@luisluque #HIMSSQatar17
Gamification - team/competition
7
@luisluque #HIMSSQatar17
Gamification - Social Influence
8
http://fastfood.trendolizer.com/2017/09/sneak-peek-
mcdonalds-cute-adventure-time-happy-meals.html
Gamification - surprise/levels
9
@luisluque #HIMSSQatar17
Refreshing Wearables
10
https://www.engadget.com/2014/07/02/grab-a-coke-and-a-shine-
misfits-coca-cola-red-shine/
http://www.chipchick.com/2014/07/coca-cola-shine-red.html
@luisluque #HIMSSQatar17
Smoking 2.0
11
http://moyamoya0701.hatenablog.com/entry/2017/03/03/
005342
https://sumahosupportline.com/iqos-app-ios/
@luisluque #HIMSSQatar17
Vaccination Wars
12
@luisluque #HIMSSQatar17
Qatar in the Frontline
13
@luisluque
Wearables, Mobile, Social Media and
Technology for health promotion
@luisluque #HIMSSQatar17
Obesity in the World
14
@luisluque #HIMSSQatar17
Lets focus on the patient! Participatory Health
15
UK Department of Health (2005) Self care - a real choice; self care support - a
practical option. http://www.dh.gov.uk/assetRoot/04/10/08/92/04100892.pdf
@luisluque #HIMSSQatar17
A 360QS Health Lifestyle View
16
Social Computing + Quantified Self = Sensing for Public Health
Non communicable Diseases
Influences and risk factors
Social Structure
(age, sex, ethnicity,
income)
Environmental
(Geolocation, housing,
weather, etc)
Lifestyle
(physical activity, diet,
psychosocial factors)
Physiological
(blood pressure,
diabetes, obesity)
Public Health Dashboard
Monitoring and visualization of public
health for expert use
Quantified Self 360
Tools for personal health tracking and
patient empowerment
Haddadi, Hamed, Ferda Ofli, Yelena
Mejova, Ingmar Weber, and Jaideep
Srivastava. "360-degree quantified
self." In Healthcare Informatics (ICHI),
2015 International Conference on, pp.
587-592. IEEE, 2015.
@luisluque #HIMSSQatar17
17
Wearables, Mobile, Social
Media and Technology for
Tackling Obesity
@luisluque #HIMSSQatar17
ICAN - Tackling Childhood Obesity
18
Fernandez-Luque, Luis, et al. "Implementing 360° Quantified Self for childhood
obesity: feasibility study and experiences from a weight loss camp in Qatar." BMC
medical informatics and decision making 17.1 (2017): 37.
@luisluque #HIMSSQatar17
ICAN - Tackling Childhood Obesity
19
Fernandez-Luque, Luis, et al. "Implementing 360° Quantified Self for childhood
obesity: feasibility study and experiences from a weight loss camp in Qatar." BMC
medical informatics and decision making 17.1 (2017): 37.
Women used more the technology (both girls and
mothers)
ICAN - Tackling Childhood Obesity
20
@luisluque #HIMSSQatar17
Wearables: Physical Activity & Sleep
21
Taheri, S., and T. Arora. "Associations among late chronotype, body mass index
and dietary behaviors in young adolescents." International Journal of Obesity 39,
no. 1 (2015): 39.
(Dataset: 263 adolescents in UK)
“Later chronotype
young adolescents
are at risk of
increased BMI and
poorer dietary
behaviors.”
@luisluque #HIMSSQatar17
Wearables: Physical Activity & Sleep
22
Developed RAHAR (Robust Automated Human Activity
Recognition) algorithm and used it to predict sleep quality by
analyzing physical activity from wearable devices
Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S.,
2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
@luisluque #HIMSSQatar17
Wearables: Physical Activity & Sleep
23
@luisluque #HIMSSQatar17
Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S.,
2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
Wearables: Physical Activity & Sleep
24
@luisluque #HIMSSQatar17
Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S.,
2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
Wearables: Physical Activity & Sleep
25
Predicting Sleep Quality using Physical Activity (Dataset: 97
adolescents in Qatar)
CNN had the highest specificity and sensitivity, and an overall area under the
receiver operating characteristic (ROC) curve (AUC) of 0.9449, which was
46% better as compared with traditional logistic regression (0.6463)
@luisluque #HIMSSQatar17
Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S.,
2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
Wearables and Schools Physical Activity
26
Zimmo, Lena, Abdulaziz Farooq, Fuad Almudahka, Izzeldin Ibrahim, and
Mohamed Ghaith Al-Kuwari. "School-time physical activity among Arab
elementary school children in Qatar." BMC pediatrics 17, no. 1 (2017): 76.
A total of 183
elementary school
children (86 boys and
97 girls) ages 6–12
years participated in this
study
Mobile and Weight Loss in Woman
27
Mansar, S. L., Jariwala, S., Behih, N., Shahzad, M., & Anggraini, A. (2014).
Adapting a database of text messages to a mobile-based weight loss program:
the case of the middle East. International journal of telemedicine and
applications, 2014, 1.
Mansar, Selma Limam, Shashank Jariwala, Maahd Shahzad,
Aysha Anggraini, Nawal Behih, and Amna AlZeyara. "A
usability testing experiment for a localized weight loss mobile
application." Procedia Technology 5 (2012): 839-848.
28
Wearables, Mobile, Social
Media and Technology for
Tackling Diabetes
Sleep and Diabetes Management
29
Arora, T. and Taheri, S., 2015. Sleep optimization and diabetes control: a review of the
literature. Diabetes Therapy, 6(4), pp.425-468.
https://clinicaltrials.gov/show/NCT02660476http://jap.physiology.org/content/99/5/2008
@luisluque #HIMSSQatar17
Preventing & Managing Diabetes: Droobi
30
@luisluque #HIMSSQatar17
31
Preventing & Managing Diabetes: Droobi
32
Preventing & Managing Diabetes: Droobi
@luisluque #HIMSSQatar17
33
The Future in Now:
Wearables, Mobile, Social
Media and Technology for
Health in Qatar
@luisluque #HIMSSQatar17
Usage of new technologies for health
34
http://teenshealth.qatar.northwestern.edu/
@luisluque #HIMSSQatar17
Usage of new technologies for health
35
http://teenshealth.qatar.northwestern.edu/
Usage of new technologies for health
36
http://teenshealth.qatar.northwestern.edu/
@luisluque #HIMSSQatar17
Usage of new technologies for health
37
http://teenshealth.qatar.northwestern.edu/
38
What lies ahead?
@luisluque #HIMSSQatar17
Qatar should take action, or buy data!
39
Apptitis = App Explosion = Confusion
40
https://www.flickr.com/photos/alf/200290221
@luisluque #HIMSSQatar17
Apptitis = Quality? Safety? Cyber security
41
Boulos, Maged N. Kamel, Ann C. Brewer, Chante
Karimkhani, David B. Buller, and Robert P. Dellavalle.
"Mobile medical and health apps: state of the art,
concerns, regulatory control and certification." Online
journal of public health informatics 5, no. 3 (2014): 229.
Blenner, Sarah R., Melanie Köllmer, Adam J.
Rouse, Nadia Daneshvar, Curry Williams, and
Lori B. Andrews. "Privacy policies of android
diabetes apps and sharing of health information."
Jama 315, no. 10 (2016): 1051-1052.
Integrating Initiatives -
Qatar Digital Health Living Lab?
42
http://www.openlivinglabs.eu/@luisluque #HIMSSQatar17
‫شكر‬
43
Luis Fernandez-Luque
Qatar Computing Research Institute
lluque@hbku.edu.qa
@luisluque
https://www.slideshare.net/luis.luque

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Sleep, Eat & Play: The Role of Mobile & Wearable Technologies for Health Empowerment in Qatar

  • 1. Sleep, Eat & Play: The Role of Mobile & Wearable Technologies for Health Empowerment in Qatar Luis Fernandez-Luque PhD Qatar Computing Research Institute - www.qcri.org lluque@hbku.edu.qa
  • 2. www.himssqatar.org Conflict of Interest I am co-founder of Salumedia.com (Spanish Digital Health Startup) and provided digital health advisory to pharmaceutical companies and startups (e.g. Droobi Health).
  • 3. www.himssqatar.org Disclaimer Views are my own and don't necesarily reflect the views of my employer
  • 4. Health at War 4 @luisluque #HIMSSQatar17 Wearables, Mobile, Social Media and Technology for (un) health promotion
  • 5. Obesity in the World 5 @luisluque @luisluque #HIMSSQatar17
  • 6. Smoking in the World 6 QATAR: A total of 2,109 students aged between 13-15: 15.7% used tobacco, of which 22.8% were males and 8.8% were females. A total of 6.1% used smokeless tobacco https://www.moph.gov.qa/news/sch -announces-global-youth-tobacco- survey-results http://www.euro.who.int/en/health-topics/disease-prevention/tobacco/data-and-statistics @luisluque #HIMSSQatar17
  • 8. Gamification - Social Influence 8 http://fastfood.trendolizer.com/2017/09/sneak-peek- mcdonalds-cute-adventure-time-happy-meals.html
  • 13. Qatar in the Frontline 13 @luisluque Wearables, Mobile, Social Media and Technology for health promotion @luisluque #HIMSSQatar17
  • 14. Obesity in the World 14 @luisluque #HIMSSQatar17
  • 15. Lets focus on the patient! Participatory Health 15 UK Department of Health (2005) Self care - a real choice; self care support - a practical option. http://www.dh.gov.uk/assetRoot/04/10/08/92/04100892.pdf @luisluque #HIMSSQatar17
  • 16. A 360QS Health Lifestyle View 16 Social Computing + Quantified Self = Sensing for Public Health Non communicable Diseases Influences and risk factors Social Structure (age, sex, ethnicity, income) Environmental (Geolocation, housing, weather, etc) Lifestyle (physical activity, diet, psychosocial factors) Physiological (blood pressure, diabetes, obesity) Public Health Dashboard Monitoring and visualization of public health for expert use Quantified Self 360 Tools for personal health tracking and patient empowerment Haddadi, Hamed, Ferda Ofli, Yelena Mejova, Ingmar Weber, and Jaideep Srivastava. "360-degree quantified self." In Healthcare Informatics (ICHI), 2015 International Conference on, pp. 587-592. IEEE, 2015. @luisluque #HIMSSQatar17
  • 17. 17 Wearables, Mobile, Social Media and Technology for Tackling Obesity @luisluque #HIMSSQatar17
  • 18. ICAN - Tackling Childhood Obesity 18 Fernandez-Luque, Luis, et al. "Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar." BMC medical informatics and decision making 17.1 (2017): 37. @luisluque #HIMSSQatar17
  • 19. ICAN - Tackling Childhood Obesity 19 Fernandez-Luque, Luis, et al. "Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar." BMC medical informatics and decision making 17.1 (2017): 37. Women used more the technology (both girls and mothers)
  • 20. ICAN - Tackling Childhood Obesity 20 @luisluque #HIMSSQatar17
  • 21. Wearables: Physical Activity & Sleep 21 Taheri, S., and T. Arora. "Associations among late chronotype, body mass index and dietary behaviors in young adolescents." International Journal of Obesity 39, no. 1 (2015): 39. (Dataset: 263 adolescents in UK) “Later chronotype young adolescents are at risk of increased BMI and poorer dietary behaviors.” @luisluque #HIMSSQatar17
  • 22. Wearables: Physical Activity & Sleep 22 Developed RAHAR (Robust Automated Human Activity Recognition) algorithm and used it to predict sleep quality by analyzing physical activity from wearable devices Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4). @luisluque #HIMSSQatar17
  • 23. Wearables: Physical Activity & Sleep 23 @luisluque #HIMSSQatar17 Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
  • 24. Wearables: Physical Activity & Sleep 24 @luisluque #HIMSSQatar17 Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
  • 25. Wearables: Physical Activity & Sleep 25 Predicting Sleep Quality using Physical Activity (Dataset: 97 adolescents in Qatar) CNN had the highest specificity and sensitivity, and an overall area under the receiver operating characteristic (ROC) curve (AUC) of 0.9449, which was 46% better as compared with traditional logistic regression (0.6463) @luisluque #HIMSSQatar17 Sathyanarayana, A., Joty, S., Fernandez-Luque, L., Ofli, F., Srivastava, J., Elmagarmid, A., Arora, T. and Taheri, S., 2016. Sleep quality prediction from wearable data using deep learning. JMIR mHealth and uHealth, 4(4).
  • 26. Wearables and Schools Physical Activity 26 Zimmo, Lena, Abdulaziz Farooq, Fuad Almudahka, Izzeldin Ibrahim, and Mohamed Ghaith Al-Kuwari. "School-time physical activity among Arab elementary school children in Qatar." BMC pediatrics 17, no. 1 (2017): 76. A total of 183 elementary school children (86 boys and 97 girls) ages 6–12 years participated in this study
  • 27. Mobile and Weight Loss in Woman 27 Mansar, S. L., Jariwala, S., Behih, N., Shahzad, M., & Anggraini, A. (2014). Adapting a database of text messages to a mobile-based weight loss program: the case of the middle East. International journal of telemedicine and applications, 2014, 1. Mansar, Selma Limam, Shashank Jariwala, Maahd Shahzad, Aysha Anggraini, Nawal Behih, and Amna AlZeyara. "A usability testing experiment for a localized weight loss mobile application." Procedia Technology 5 (2012): 839-848.
  • 28. 28 Wearables, Mobile, Social Media and Technology for Tackling Diabetes
  • 29. Sleep and Diabetes Management 29 Arora, T. and Taheri, S., 2015. Sleep optimization and diabetes control: a review of the literature. Diabetes Therapy, 6(4), pp.425-468. https://clinicaltrials.gov/show/NCT02660476http://jap.physiology.org/content/99/5/2008 @luisluque #HIMSSQatar17
  • 30. Preventing & Managing Diabetes: Droobi 30 @luisluque #HIMSSQatar17
  • 31. 31 Preventing & Managing Diabetes: Droobi
  • 32. 32 Preventing & Managing Diabetes: Droobi @luisluque #HIMSSQatar17
  • 33. 33 The Future in Now: Wearables, Mobile, Social Media and Technology for Health in Qatar @luisluque #HIMSSQatar17
  • 34. Usage of new technologies for health 34 http://teenshealth.qatar.northwestern.edu/ @luisluque #HIMSSQatar17
  • 35. Usage of new technologies for health 35 http://teenshealth.qatar.northwestern.edu/
  • 36. Usage of new technologies for health 36 http://teenshealth.qatar.northwestern.edu/ @luisluque #HIMSSQatar17
  • 37. Usage of new technologies for health 37 http://teenshealth.qatar.northwestern.edu/
  • 39. Qatar should take action, or buy data! 39
  • 40. Apptitis = App Explosion = Confusion 40 https://www.flickr.com/photos/alf/200290221 @luisluque #HIMSSQatar17
  • 41. Apptitis = Quality? Safety? Cyber security 41 Boulos, Maged N. Kamel, Ann C. Brewer, Chante Karimkhani, David B. Buller, and Robert P. Dellavalle. "Mobile medical and health apps: state of the art, concerns, regulatory control and certification." Online journal of public health informatics 5, no. 3 (2014): 229. Blenner, Sarah R., Melanie Köllmer, Adam J. Rouse, Nadia Daneshvar, Curry Williams, and Lori B. Andrews. "Privacy policies of android diabetes apps and sharing of health information." Jama 315, no. 10 (2016): 1051-1052.
  • 42. Integrating Initiatives - Qatar Digital Health Living Lab? 42 http://www.openlivinglabs.eu/@luisluque #HIMSSQatar17
  • 43. ‫شكر‬ 43 Luis Fernandez-Luque Qatar Computing Research Institute lluque@hbku.edu.qa @luisluque https://www.slideshare.net/luis.luque