Artificial Intelligent (AI) & Mental Health Resources

Resources & References

An Online Course:
Artificial Intelligence (AI) and Mental Health

 

Adamou, M., Antoniou, G., Greasidou, E., Lagani, V., Paulos,C. Tsamardinos, I. & Doyle, M. (2019). Toward automatic risk assessment to support suicide prevention. The Journal of Crisis Intervention and Suicide Prevention, Vol 40(4), 2019, 249-256

D’Alfonso S., Santesteban-Echarri, O., Rice, S., Wadley, G., Lederman, R., Miles, C., Gleeson, J., & Alvarez-Jimenez, M. (2017). Artificial Intelligence-Assisted Online Social Therapy for Youth Mental Health. Front. Psychol. 8: 796. Published online 2017 Jun 2. doi: 10.3389/fpsyg.2017.00796

De Mello, F. & de Souza, S. (2019). Psychotherapy and Artificial Intelligence: A Proposal for Alignment. Front. Psychol., 11 February 2019 https://www.frontiersin.org/articles/10.3389/fpsyg.2019.00263/full

Dickson, B. (2018) Artificial Intelligence Has a Bias Problem, and It’s Our Fault,
Retrieved from https://www.pcmag.com/article/361661/artificial-intelligence-has-a-bias-problem-and-its-our-fau

Ebert, D., Zarski, A., Christensen, C., Stikkelbroek, Y., Cuijpers, P., Berking, M., & Riper, H. (2015). Internet and Computer-Based Cognitive Behavioral Therapy for Anxiety and Depression in Youth: A Meta-Analysis of Randomized Controlled Outcome Trials. PLoS One, 10(3). e0119895. doi: 10.1371/journal.pone.0119895.

Fitzpatrick K., Darcy A. & Vierhile M. (2017). Delivering Cognitive Behavior Therapy to Young Adults With Symptoms of Depression and Anxiety Using a Fully Automated Conversational Agent (Woebot): A Randomized Controlled Trial. JMIR Mental Health 4(2), e19
https://mental.jmir.org/2017/2/e19

McCall, H., Helgadottir, F., Menzies, R., Hadjistavropoulos, H. & Chen, F.S. (2019). Evaluating a Web-Based Social Anxiety Intervention Among Community Users: Analysis of Real- World Data. J Med Internet Res, 21(1):e11566.

Imel, Z., Pace, B., Soma, C., Tanana, M., Hirsch, T., Gibson, J., Georgiou, P., Narayanan, S. & Atkins, D. (2019). Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. Psychotherapy, 56(2), 2019, 318-328.
https://doi.org/10.1037/pst0000221

Luxton, D. (2014) Artificial intelligence in psychological practice: Current and future applications and implications. Professional Psychology: Research and Practice,45(5), 332-339.

Rucker, M. (2017). Using Artificial Intelligence for Mental Health: Your Virtual Counselor Will See You Now. https://www.verywellmind.com/using-artificial-intelligence-for-mental-health-4144239 .

Victor, E., Aghajan, ZM.,Sewart, AR., & Christian, R. (2019). Detecting depression using a framework combining deep multimodal neural networks with a purpose-built automated evaluation. Psychological Assessment, 31(8), 1019-1027. https://www.verywellmind.com/using-artificial-intelligence-for-mental-health-4144239

Walsh, C., Ribeiro, J., & Franklin, J. (2017) Predicting Risk of Suicide Attempts Over Time Through Machine Learning. Clinical Psychological Science 5/3, 457-469. doi: 10.1177/2167702617691560

 

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