Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study.
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| Title: | Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study. |
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| Authors: | Chan FY; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661., Ku YE; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661., Lie WN; Department of Electrical Engineering, National Chung Cheng University, Chiayi, Taiwan., Chen HY; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661.; Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan. |
| Source: | JMIR formative research [JMIR Form Res] 2025 Apr 10; Vol. 9, pp. e67767. Date of Electronic Publication: 2025 Apr 10. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101726394 Publication Model: Electronic Cited Medium: Internet ISSN: 2561-326X (Electronic) Linking ISSN: 2561326X NLM ISO Abbreviation: JMIR Form Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40209178 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chan+FY%22">Chan FY</searchLink>; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661.<br /><searchLink fieldCode="AU" term="%22Ku+YE%22">Ku YE</searchLink>; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661.<br /><searchLink fieldCode="AU" term="%22Lie+WN%22">Lie WN</searchLink>; Department of Electrical Engineering, National Chung Cheng University, Chiayi, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+HY%22">Chen HY</searchLink>; Department of Clinical Pharmacy, College of Pharmacy, Taipei Medical University, 250 Wuxing St, Xinyi Dist, Taipei, 11031, Taiwan, 886 2-2736-1661.; Department of Pharmacy, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101726394%22">JMIR formative research</searchLink> [JMIR Form Res] 2025 Apr 10; Vol. 9, pp. e67767. <i>Date of Electronic Publication: </i>2025 Apr 10. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Validation Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22JMIR+Publications%22">JMIR Publications </searchLink><i>Country of Publication: </i>Canada <i>NLM ID: </i>101726394 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2561-326X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222561326X%22">2561326X </searchLink><i>NLM ISO Abbreviation: </i>JMIR Form Res <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40209178 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.2196/67767 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e67767 Titles: – TitleFull: Web-Based Explainable Machine Learning-Based Drug Surveillance for Predicting Sunitinib- and Sorafenib-Associated Thyroid Dysfunction: Model Development and Validation Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chan FY – PersonEntity: Name: NameFull: Ku YE – PersonEntity: Name: NameFull: Lie WN – PersonEntity: Name: NameFull: Chen HY IsPartOfRelationships: – BibEntity: Dates: – D: 10 M: 04 Text: 2025 Apr 10 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2561-326X Numbering: – Type: volume Value: 9 Titles: – TitleFull: JMIR formative research Type: main |
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