Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression

Andrey Zhdanov; Sravya Atluri; Willy Wong; Yasaman Vaghei; Zafiris J. Daskalakis; Daniel M. Blumberger; Benicio N. Frey; Peter Giacobbe; Raymond W. Lam; Roumen Milev; Daniel J. Mueller; Gustavo Turecki; Sagar V. Parikh; Susan Rotzinger; Claudio N. Soares; Colleen A. Brenner; Fidel Vila-Rodriguez; Mary Pat McAndrews; Killian Kleffner; Esther Alonso-Prieto; Stephen R. Arnott; Jane A. Foster; Stephen C. Strother; Rudolf Uher; Sidney H. Kennedy; Faranak Farzan

doi:10.1001/jamanetworkopen.2019.18377

Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression

Andrey Zhdanov
, Sravya Atluri
, Willy Wong
, Yasaman Vaghei
, Zafiris J. Daskalakis
, Daniel M. Blumberger
, Benicio N. Frey
, Peter Giacobbe
, Raymond W. Lam
, Roumen Milev
, Daniel J. Mueller
, Gustavo Turecki
, Sagar V. Parikh
, Susan Rotzinger
, Claudio N. Soares
, Colleen A. Brenner
, Fidel Vila-Rodriguez
, Mary Pat McAndrews
, Killian Kleffner
, Esther Alonso-Prieto

Stephen R. Arnott, Jane A. Foster, Stephen C. Strother, Rudolf Uher, Sidney H. Kennedy, Faranak Farzan

Psychology

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	e1918377
Pages (from-to)	E1918377
Journal	JAMA Network Open
Volume	3
Issue number	1
DOIs	https://doi.org/10.1001/jamanetworkopen.2019.18377
State	Published - Jan 3 2020

ASJC Scopus Subject Areas

General Medicine

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Zhdanov, A., Atluri, S., Wong, W., Vaghei, Y., Daskalakis, Z. J., Blumberger, D. M., Frey, B. N., Giacobbe, P., Lam, R. W., Milev, R., Mueller, D. J., Turecki, G., Parikh, S. V., Rotzinger, S., Soares, C. N., Brenner, C. A., Vila-Rodriguez, F., McAndrews, M. P., Kleffner, K., ... Farzan, F. (2020). Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression. JAMA Network Open, 3(1), E1918377. Article e1918377. https://doi.org/10.1001/jamanetworkopen.2019.18377

Zhdanov, A, Atluri, S, Wong, W, Vaghei, Y, Daskalakis, ZJ, Blumberger, DM, Frey, BN, Giacobbe, P, Lam, RW, Milev, R, Mueller, DJ, Turecki, G, Parikh, SV, Rotzinger, S, Soares, CN, Brenner, CA, Vila-Rodriguez, F, McAndrews, MP, Kleffner, K, Alonso-Prieto, E, Arnott, SR, Foster, JA, Strother, SC, Uher, R, Kennedy, SH & Farzan, F 2020, 'Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression', JAMA Network Open, vol. 3, no. 1, e1918377, pp. E1918377. https://doi.org/10.1001/jamanetworkopen.2019.18377

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author = "Andrey Zhdanov and Sravya Atluri and Willy Wong and Yasaman Vaghei and Daskalakis, \{Zafiris J.\} and Blumberger, \{Daniel M.\} and Frey, \{Benicio N.\} and Peter Giacobbe and Lam, \{Raymond W.\} and Roumen Milev and Mueller, \{Daniel J.\} and Gustavo Turecki and Parikh, \{Sagar V.\} and Susan Rotzinger and Soares, \{Claudio N.\} and Brenner, \{Colleen A.\} and Fidel Vila-Rodriguez and McAndrews, \{Mary Pat\} and Killian Kleffner and Esther Alonso-Prieto and Arnott, \{Stephen R.\} and Foster, \{Jane A.\} and Strother, \{Stephen C.\} and Rudolf Uher and Kennedy, \{Sidney H.\} and Faranak Farzan",

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Use of Machine Learning for Predicting Escitalopram Treatment Outcome From Electroencephalography Recordings in Adult Patients With Depression

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