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Data-driven categorization of postoperative delirium symptoms using unsupervised machine learning.

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Title: Data-driven categorization of postoperative delirium symptoms using unsupervised machine learning.
Authors: Sri-Iesaranusorn P; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan., Sadahiro R; Department of Immune Medicine, National Cancer Center Research Institute, Tokyo, Japan.; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan., Murakami S; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan., Wada S; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan.; Department of Neuropsychiatry, Nippon Medical School, Tama Nagayama Hospital, Tokyo, Japan., Shimizu K; Department of Psycho-Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan., Yoshida T; Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan., Aoki K; Department of Immune Medicine, National Cancer Center Research Institute, Tokyo, Japan., Uezono Y; Department of Pain Control Research, The Jikei University School of Medicine, Tokyo, Japan., Matsuoka H; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan., Ikeda K; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan., Yoshimoto J; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan.; Department of Biomedical Data Science, Fujita Health University School of Medicine, Aichi, Japan.
Source: Frontiers in psychiatry [Front Psychiatry] 2023 Jun 27; Vol. 14, pp. 1205605. Date of Electronic Publication: 2023 Jun 27 (Print Publication: 2023).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101545006 Publication Model: eCollection Cited Medium: Print ISSN: 1664-0640 (Print) Linking ISSN: 16640640 NLM ISO Abbreviation: Front Psychiatry Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Sri-Iesaranusorn+P%22">Sri-Iesaranusorn P</searchLink>; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan.<br /><searchLink fieldCode="AU" term="%22Sadahiro+R%22">Sadahiro R</searchLink>; Department of Immune Medicine, National Cancer Center Research Institute, Tokyo, Japan.; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Murakami+S%22">Murakami S</searchLink>; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Wada+S%22">Wada S</searchLink>; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan.; Department of Neuropsychiatry, Nippon Medical School, Tama Nagayama Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Shimizu+K%22">Shimizu K</searchLink>; Department of Psycho-Oncology, Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Yoshida+T%22">Yoshida T</searchLink>; Department of Clinical Genomics, National Cancer Center Research Institute, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Aoki+K%22">Aoki K</searchLink>; Department of Immune Medicine, National Cancer Center Research Institute, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Uezono+Y%22">Uezono Y</searchLink>; Department of Pain Control Research, The Jikei University School of Medicine, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Matsuoka+H%22">Matsuoka H</searchLink>; Department of Psycho-Oncology, National Cancer Center Hospital, Tokyo, Japan.<br /><searchLink fieldCode="AU" term="%22Ikeda+K%22">Ikeda K</searchLink>; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan.<br /><searchLink fieldCode="AU" term="%22Yoshimoto+J%22">Yoshimoto J</searchLink>; Division of Information Science, Nara Institute of Science and Technology, Nara, Japan.; Department of Biomedical Data Science, Fujita Health University School of Medicine, Aichi, Japan.
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  Data: <searchLink fieldCode="JN" term="%22101545006%22">Frontiers in psychiatry</searchLink> [Front Psychiatry] 2023 Jun 27; Vol. 14, pp. 1205605. <i>Date of Electronic Publication: </i>2023 Jun 27 (<i>Print Publication: </i>2023).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Frontiers+Research+Foundation%22">Frontiers Research Foundation </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101545006 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Print <i>ISSN: </i>1664-0640 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2216640640%22">16640640 </searchLink><i>NLM ISO Abbreviation: </i>Front Psychiatry <i>Subsets: </i>PubMed not MEDLINE
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