Decision tree classification of cognitive functions with D2 receptor occupancy and illness severity in late-life schizophrenia

Keisuke Kusudo; Ryo Ochi; Shinichiro Nakajima; Takefumi Suzuki; David Mamo; Fernando Caravaggio; Wanna Mar; Philip Gerretsen; Masaru Mimura; Bruce G. Pollock; Benoit H. Mulsant; Ariel Graff-Guerrero; Tarek K. Rajji; Hiroyuki Uchida

doi:10.1016/j.schres.2022.01.044

Decision tree classification of cognitive functions with D₂ receptor occupancy and illness severity in late-life schizophrenia

Keisuke Kusudo, Ryo Ochi, Shinichiro Nakajima, Takefumi Suzuki, David Mamo, Fernando Caravaggio, Wanna Mar, Philip Gerretsen, Masaru Mimura, Bruce G. Pollock, Benoit H. Mulsant, Ariel Graff-Guerrero, Tarek K. Rajji, Hiroyuki Uchida

精神・神経科学

研究成果: Article › 査読

1 被引用数 (Scopus)

本文言語	English
ページ（範囲）	113-115
ページ数	3
ジャーナル	Schizophrenia Research
巻	241
DOI	https://doi.org/10.1016/j.schres.2022.01.044
出版ステータス	Published - 2022 3月

ASJC Scopus subject areas

精神医学および精神衛生
生物学的精神医学

UN SDG

この成果は、次の持続可能な開発目標に貢献しています

文献へのアクセス

10.1016/j.schres.2022.01.044

他のファイルとリンク

引用スタイル

Kusudo, K., Ochi, R., Nakajima, S., Suzuki, T., Mamo, D., Caravaggio, F., Mar, W., Gerretsen, P., Mimura, M., Pollock, B. G., Mulsant, B. H., Graff-Guerrero, A., Rajji, T. K., & Uchida, H. (2022). Decision tree classification of cognitive functions with D₂ receptor occupancy and illness severity in late-life schizophrenia. Schizophrenia Research, 241, 113-115. https://doi.org/10.1016/j.schres.2022.01.044

Kusudo, K, Ochi, R, Nakajima, S, Suzuki, T, Mamo, D, Caravaggio, F, Mar, W, Gerretsen, P, Mimura, M, Pollock, BG, Mulsant, BH, Graff-Guerrero, A, Rajji, TK & Uchida, H 2022, 'Decision tree classification of cognitive functions with D₂ receptor occupancy and illness severity in late-life schizophrenia', Schizophrenia Research, vol. 241, pp. 113-115. https://doi.org/10.1016/j.schres.2022.01.044

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title = "Decision tree classification of cognitive functions with D2 receptor occupancy and illness severity in late-life schizophrenia",

keywords = "Antipsychotics, Cognition, Dopamine D receptor, Machine learning, Schizophrenia, [C]Raclopride",

author = "Keisuke Kusudo and Ryo Ochi and Shinichiro Nakajima and Takefumi Suzuki and David Mamo and Fernando Caravaggio and Wanna Mar and Philip Gerretsen and Masaru Mimura and Pollock, {Bruce G.} and Mulsant, {Benoit H.} and Ariel Graff-Guerrero and Rajji, {Tarek K.} and Hiroyuki Uchida",

note = "Funding Information: This work was supported by Canadian Institutes of Health Research (CIHR) MOP-97946 (AG-G, DM, BP, BHM), US- National Institutes of Health (NIH) RO1MH084886 (AG-G, DM, BP, BHM), CIHR fellowship (SN), Government of Canada Post-Doctoral Research Fellowships (TS), Japan Society for the Promotion of Science (SN), and Japanese Society of Clinical Neuropsychopharmacology (TS). These grant agencies did not influence study design, data acquisition and analysis, or journal selection for submission. ",

year = "2022",

month = mar,

doi = "10.1016/j.schres.2022.01.044",

language = "English",

volume = "241",

pages = "113--115",

journal = "Schizophrenia Research",

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T1 - Decision tree classification of cognitive functions with D2 receptor occupancy and illness severity in late-life schizophrenia

AU - Kusudo, Keisuke

AU - Ochi, Ryo

AU - Nakajima, Shinichiro

AU - Suzuki, Takefumi

AU - Mamo, David

AU - Caravaggio, Fernando

AU - Mar, Wanna

AU - Gerretsen, Philip

AU - Mimura, Masaru

AU - Pollock, Bruce G.

AU - Mulsant, Benoit H.

AU - Graff-Guerrero, Ariel

AU - Rajji, Tarek K.

AU - Uchida, Hiroyuki

N1 - Funding Information: This work was supported by Canadian Institutes of Health Research (CIHR) MOP-97946 (AG-G, DM, BP, BHM), US- National Institutes of Health (NIH) RO1MH084886 (AG-G, DM, BP, BHM), CIHR fellowship (SN), Government of Canada Post-Doctoral Research Fellowships (TS), Japan Society for the Promotion of Science (SN), and Japanese Society of Clinical Neuropsychopharmacology (TS). These grant agencies did not influence study design, data acquisition and analysis, or journal selection for submission.

PY - 2022/3

Y1 - 2022/3

KW - Antipsychotics

KW - Cognition

KW - Dopamine D receptor

KW - Machine learning

KW - Schizophrenia

KW - [C]Raclopride

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