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Digital Inclusion: Social Determinant of Health

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Iris Thiele Isip-Tan
Iris Thiele Isip-Tan

Presentation at the first Philippine Youth Internet Governance Forum (Southville International School and Colleges) and Philippine Internet Society, 26 Nov 2021.

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Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Can we predict individuals’ medical diagnoses from language posted on social media? Can we identify speci fi c markers of disease from social media posts? SOCIAL MEDIA + EMR
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Facebook alone Demographics alone Demographics and Facebook Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Diabetes!!
All 21 medical condition categories were predictable from Facebook language beyond chance. Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 18 categories better predicted by demographics + Facebook language vs demographics. 10 categories better predicted by Facebook language vs demographics.
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Privacy Informed Consent Data Ownership Merchant RA et al. doi.org/10.1371/journal.pone.0215476
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health
Digital Inclusion: Social Determinant of Health

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Digital Inclusion: Social Determinant of Health

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  • 13. Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Can we predict individuals’ medical diagnoses from language posted on social media? Can we identify speci fi c markers of disease from social media posts? SOCIAL MEDIA + EMR
  • 14. Merchant RA et al. doi.org/10.1371/journal.pone.0215476
  • 15. Facebook alone Demographics alone Demographics and Facebook Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 Diabetes!!
  • 16. All 21 medical condition categories were predictable from Facebook language beyond chance. Medical Condition Prediction Strength Merchant RA et al. doi.org/10.1371/journal.pone.0215476 18 categories better predicted by demographics + Facebook language vs demographics. 10 categories better predicted by Facebook language vs demographics.
  • 17. Merchant RA et al. doi.org/10.1371/journal.pone.0215476
  • 18. Merchant RA et al. doi.org/10.1371/journal.pone.0215476
  • 19. Merchant RA et al. doi.org/10.1371/journal.pone.0215476
  • 20. Privacy Informed Consent Data Ownership Merchant RA et al. doi.org/10.1371/journal.pone.0215476