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AI for Health
Sarah Benamara
6 episodes
1 week ago
We explore different ways in which artificial intelligence brings innovations to the future of healthcare. Produced and hosted by Sarah Benamara.
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Technology
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All content for AI for Health is the property of Sarah Benamara and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
We explore different ways in which artificial intelligence brings innovations to the future of healthcare. Produced and hosted by Sarah Benamara.
Show more...
Technology
https://d3t3ozftmdmh3i.cloudfront.net/production/podcast_uploaded_nologo/13821693/13821693-1619826049154-98c71fd794cf8.jpg
AI for Mental Health
AI for Health
22 minutes 54 seconds
4 years ago
AI for Mental Health

I discuss how AI has the potential to redefine the diagnosis and understanding of mental illnesses.

  • Prediction of mental health disorders in teenagers
  • Helping student's mental health and academic performance
  • Preventing mental health disorders among healthcare workers
  • Examples of AI technologies applied to mental health

References:

Tate AE, McCabe RC, Larsson H, Lundstrom S, Lichtenstein P, Kuja-Halkola R. Predicting mental health problems in adolescence using machine learning techniques. PLoS One. 2020;15(4):e0230389.

Rutter M, Kim-Cohen J, Maughan B. Continuities and discontinuities in psychopathology between childhood and adult life. J Child Psychol Psychiatry. 2006;47(3-4):276-95.

Pettersson E, Anckarsater H, Gillberg C, Lichtenstein P. Different neurodevelopmental symptoms have a common genetic etiology. J Child Psychol Psychiatry. 2013;54(12):1356-65.

Dwyer DB, Falkai P, Koutsouleris N. Machine Learning Approaches for Clinical Psychology and Psychiatry. Annu Rev Clin Psychol. 2018;14:91-118

Dekker I, De Jong EM, Schippers MC, De Bruijn-Smolders M, Alexiou A, Giesbers B. Optimizing Students' Mental Health and Academic Performance: AI-Enhanced Life Crafting. Front Psychol. 2020;11:1063.

Cosic K, Popovic S, Sarlija M, Kesedzic I, Jovanovic T. Artificial intelligence in prediction of mental health disorders induced by the COVID-19 pandemic among health care workers. Croat Med J. 2020;61(3):279-88.

Su C, Xu Z, Pathak J, Wang F. Deep learning in mental health outcome research: a scoping review. Transl Psychiatry. 2020;10(1):116.


AI for Health
We explore different ways in which artificial intelligence brings innovations to the future of healthcare. Produced and hosted by Sarah Benamara.