Psihijatrija i inovativne tehnologije

Milan Latas

Milan Latas

Keywords: psychiatry, technology, artificial intelligence, machine learning, telepsychiatry

Abstract

This paper presents achievements in the application of innovative technologies in the field of psychiatry. Technologies such as artificial intelligence (AI), machine learning, telepsychiatry and digital therapy tools have significantly changed the approach to diagnosis and treatment of mental disorders. The paper analyzes the advantages, challenges, and ethical implications of the use of these technologies, and explores their impact on the future of psychiatry.

References

Graham S, Depp C, Lee EE, Nebeker C, Tu X, Kim HC, Jeste DV. Artificial Intelligence for Mental Health and Mental Illnesses: an Overview. Curr Psychiatry Rep. 2019; 7;21(11):116.

Sun J, Dong QX, Wang SW, Zheng YB, Liu XX, Lu TS, Yuan K, Shi J, Hu B, Lu L, Han Y. Artificial intelligence in psychiatry research, diagnosis, and therapy. Asian J Psychiatr. 2023; 87:103705.

Lee EE, Torous J, De Choudhury M, Depp CA, Graham SA, Kim HC, Paulus MP, Krystal JH, Jeste DV. Artificial Intelligence for Mental Health Care: Clinical Applications, Barriers, Facilitators, and Artificial Wisdom. Biol Psychiatry Cogn Neurosci Neuroimaging. 2021; 6(9):856-864.

Doraiswamy PM, Blease C, Bodner K. Artificial intelligence and the future of psychiatry: Insights from a global physician survey. Artif Intell Med. 2020; 102:101753.

Pham KT, Nabizadeh A, Selek S. Artificial Intelligence and Chatbots in Psychiatry. Psychiatr Q. 2022; 93(1):249-253.

Dwyer DB, Falkai P, Koutsouleris N. Machine Learning Approaches for Clinical Psychology and Psychiatry. Annu Rev Clin Psychol. 2018; 7;14:91-118.

Nielsen AN, Barch DM, Petersen SE, Schlaggar BL, Greene DJ. Machine Learning With Neuroimaging: Evaluating Its Applications in Psychiatry. Biol Psychiatry Cogn Neurosci Neuroimaging. 2020; 5(8):791-798.

Sajjadian M, Lam RW, Milev R, Rotzinger S, Frey BN, Soares CN, Parikh SV, Foster JA, Turecki G, Müller DJ, Strother SC, Farzan F, Kennedy SH, Uher R. Machine learning in the prediction of depression treatment outcomes: a systematic review and meta-analysis. Psychol Med. 2021; 51(16):2742-2751.

Rema J, Novais F, Telles-Correia D. Precision Psychiatry: Machine Learning as a Tool to Find New Pharmacological Targets. Curr Top Med Chem. 2022; 22(15):1261-1269.

Del Casale A, Sarli G, Bargagna P, Polidori L, Alcibiade A, Zoppi T, Borro M, Gentile G, Zocchi C, Ferracuti S, Preissner R, Simmaco M, Pompili M. Machine Learning and Pharmacogenomics at the Time of Precision Psychiatry. Curr Neuropharmacol. 2023; 21(12):2395-2408.

Weissman MM. Big Data Begin in Psychiatry. JAMA Psychiatry. 2020; 77(9):967-973.

Ressler KJ, Williams LM. Big data in psychiatry: multiomics, neuroimaging, computational modeling, and digital phenotyping. Neuropsychopharmacology. 2021; 46(1):1-2.

Gutiérrez-Rojas L, Alvarez-Mon MA, Andreu-Bernabeu Á, Capitán L, de Las Cuevas C, Gómez JC, Grande I, Hidalgo-Mazzei D, Mateos R, Moreno-Gea P, De Vicente-Muñoz T, Ferre F. Telepsychiatry: The future is already present. Span J Psychiatry Ment Health. 2023; 16(1):51-57.

Hagi K, Kurokawa S, Takamiya A, Fujikawa M, Kinoshita S, Iizuka M, Furukawa S, Eguchi Y, Kishimoto T. Telepsychiatry versus face-to-face treatment: systematic review and meta-analysis of randomised controlled trials. Br J Psychiatry. 2023; 223(3):407-414.

Martin-Key NA, Spadaro B, Funnell E, Barker EJ, Schei TS, Tomasik J, Bahn S. The Current State and Validity of Digital Assessment Tools for Psychiatry: Systematic Review. JMIR Ment Health. 2022; 9(3):e32824.

Bousman CA, Menke A, Müller DJ. Towards pharmacogenetic-based treatment in psychiatry. J Neural Transm (Vienna). 2019; 126(1):1-3.

Adiukwu F, Adesokun O, Essien E, Yalcin N, Ransing R, Nagendrappa S, Jatchavala C, Olakunke AB, Nawaz FA, Khan N. Pharmacogenetic testing in psychiatry: Perspective on clinical utility. Asian J Psychiatr. 2023; 86:103674.

Stuffrein-Roberts S, Joyce PR, Kennedy MA. Role of epigenetics in mental disorders. Aust N Z J Psychiatry. 2008; 42(2):97-107.

Lin E, Lin CH, Lane HY. Precision Psychiatry Applications with Pharmacogenomics: Artificial Intelligence and Machine Learning Approaches. Int J Mol Sci. 2020; 21(3):969.

Psychiatry and innovative technologies

Abstract

References