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Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study.

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Title: Comparison of logistic regression and machine learning methods for predicting postoperative delirium in elderly patients: A retrospective study.
Authors: Song YX; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.; Medical School of Chinese People's Liberation Army, Beijing, China., Yang XD; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China., Luo YG; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.; Medical School of Chinese People's Liberation Army, Beijing, China., Ouyang CL; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Yu Y; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Ma YL; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Li H; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Lou JS; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Liu YH; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Chen YQ; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China., Cao JB; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China., Mi WD; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.
Source: CNS neuroscience & therapeutics [CNS Neurosci Ther] 2023 Jan; Vol. 29 (1), pp. 158-167. Date of Electronic Publication: 2022 Oct 11.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: Wiley-Blackwell Country of Publication: England NLM ID: 101473265 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1755-5949 (Electronic) Linking ISSN: 17555930 NLM ISO Abbreviation: CNS Neurosci Ther Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Song+YX%22">Song YX</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.; Medical School of Chinese People's Liberation Army, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Yang+XD%22">Yang XD</searchLink>; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Luo+YG%22">Luo YG</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.; Medical School of Chinese People's Liberation Army, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Ouyang+CL%22">Ouyang CL</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Yu+Y%22">Yu Y</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Ma+YL%22">Ma YL</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Lou+JS%22">Lou JS</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Liu+YH%22">Liu YH</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Chen+YQ%22">Chen YQ</searchLink>; Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Cao+JB%22">Cao JB</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.<br /><searchLink fieldCode="AU" term="%22Mi+WD%22">Mi WD</searchLink>; Department of Anesthesiology, The First Medical Center of Chinese PLA General Hospital, Beijing, China.
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  Data: <searchLink fieldCode="JN" term="%22101473265%22">CNS neuroscience & therapeutics</searchLink> [CNS Neurosci Ther] 2023 Jan; Vol. 29 (1), pp. 158-167. <i>Date of Electronic Publication: </i>2022 Oct 11.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Wiley-Blackwell%22">Wiley-Blackwell </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101473265 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1755-5949 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217555930%22">17555930 </searchLink><i>NLM ISO Abbreviation: </i>CNS Neurosci Ther <i>Subsets: </i>MEDLINE
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        Value: 10.1111/cns.13991
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              Text: 2023 Jan
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