A machine learning approach to profiling anxiety risk among cancer patients on treatment.

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Title: A machine learning approach to profiling anxiety risk among cancer patients on treatment.
Authors: Yan K; College of Nursing, University of Central Florida, 6825 Lake Nona Blvd, Orlando, FL, 32827, USA. ka507796@ucf.edu., Shah M; College of Engineering and Computer Science, University of Central Florida, 4328 Scorpius St, Orlando, FL, 32816, USA., Wang HL; School of Nursing, The University of Alabama at Birmingham, 1701 University Blvd, Birmingham, AL, 35294, USA., Elliott A; College of Arts & Sciences Department of Psychology, University of South Florida, 4202 E. Fowler Avenue, PCD 4118G, Tampa, FL, 33612, USA., Halbert M; College of Engineering and Computer Science, University of Central Florida, 4328 Scorpius St, Orlando, FL, 32816, USA., Loerzel V; College of Nursing, University of Central Florida, 6825 Lake Nona Blvd, Orlando, FL, 32827, USA.
Source: Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer [Support Care Cancer] 2026 Jul 17; Vol. 34 (8). Date of Electronic Publication: 2026 Jul 17.
Publication Type: Journal Article
Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 9302957 Publication Model: Electronic Cited Medium: Internet ISSN: 1433-7339 (Electronic) Linking ISSN: 09414355 NLM ISO Abbreviation: Support Care Cancer Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A machine learning approach to profiling anxiety risk among cancer patients on treatment.
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  Data: <searchLink fieldCode="AU" term="%22Yan+K%22">Yan K</searchLink>; College of Nursing, University of Central Florida, 6825 Lake Nona Blvd, Orlando, FL, 32827, USA. ka507796@ucf.edu.<br /><searchLink fieldCode="AU" term="%22Shah+M%22">Shah M</searchLink>; College of Engineering and Computer Science, University of Central Florida, 4328 Scorpius St, Orlando, FL, 32816, USA.<br /><searchLink fieldCode="AU" term="%22Wang+HL%22">Wang HL</searchLink>; School of Nursing, The University of Alabama at Birmingham, 1701 University Blvd, Birmingham, AL, 35294, USA.<br /><searchLink fieldCode="AU" term="%22Elliott+A%22">Elliott A</searchLink>; College of Arts & Sciences Department of Psychology, University of South Florida, 4202 E. Fowler Avenue, PCD 4118G, Tampa, FL, 33612, USA.<br /><searchLink fieldCode="AU" term="%22Halbert+M%22">Halbert M</searchLink>; College of Engineering and Computer Science, University of Central Florida, 4328 Scorpius St, Orlando, FL, 32816, USA.<br /><searchLink fieldCode="AU" term="%22Loerzel+V%22">Loerzel V</searchLink>; College of Nursing, University of Central Florida, 6825 Lake Nona Blvd, Orlando, FL, 32827, USA.
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  Data: <searchLink fieldCode="JN" term="%229302957%22">Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer</searchLink> [Support Care Cancer] 2026 Jul 17; Vol. 34 (8). <i>Date of Electronic Publication: </i>2026 Jul 17.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer+International%22">Springer International </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9302957 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1433-7339 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209414355%22">09414355 </searchLink><i>NLM ISO Abbreviation: </i>Support Care Cancer <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s00520-026-11008-y
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        Text: English
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      – TitleFull: A machine learning approach to profiling anxiety risk among cancer patients on treatment.
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              Text: 2026 Jul 17
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            – TitleFull: Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer
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