Psihijatrija i inovativne tehnologije
Sažetak
U ovom radu prikazana su dostignuća u primeni inovativnih tehnologija u oblasti psihijatrije. Tehnologije poput veštačke inteligencije (AI), mašinskog učenja, telepsihijatrije i digitalnih terapijskih alata značajno su promenile pristup dijagnostici i lečenju mentalnih poremećaja. Rad analizira prednosti, izazove, i etičke implikacije upotrebe ovih tehnologija, te istražuje njihov uticaj na budućnost psihijatrije.
Reference
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.
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.
Sva prava zadržana (c) 2024 Engrami
Ovaj rad je pod Creative Commons Autorstvo-Deli pod istim uslovima 4.0 međunarodnom licencom.