Explainable machine learning to predict muscle loss during radiotherapy for oral cavity cancer.
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| Title: | Explainable machine learning to predict muscle loss during radiotherapy for oral cavity cancer. |
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| Authors: | Lin JB; Department of Radiation Oncology, Changhua Christian Hospital, Changhua, Taiwan., Chen JC; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan; Department of Death Care Service, MacKay Junior College of Medicine, Nursing, and Management, Taipei, Taiwan., Weng NH; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan., Jan YT; Department of Radiology, MacKay Memorial Hospital, Taipei, Taiwan., Leu YS; Department of Otolaryngology and Head Neck Surgery, MacKay Memorial Hospital, Taipei, Taiwan., Chen YJ; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan., Wu KP; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan; Ph.D. Program of Interdisciplinary Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. Electronic address: kpwu@nycu.edu.tw., Lee J; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan; School of Medicine, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. Electronic address: sinus.5706@mmh.org.tw. |
| Source: | Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology [Radiother Oncol] 2026 Jun; Vol. 219, pp. 111521. Date of Electronic Publication: 2026 Apr 01. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8407192 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0887 (Electronic) Linking ISSN: 01678140 NLM ISO Abbreviation: Radiother Oncol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41932499 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Explainable machine learning to predict muscle loss during radiotherapy for oral cavity cancer. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Lin+JB%22">Lin JB</searchLink>; Department of Radiation Oncology, Changhua Christian Hospital, Changhua, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+JC%22">Chen JC</searchLink>; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan; Department of Death Care Service, MacKay Junior College of Medicine, Nursing, and Management, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Weng+NH%22">Weng NH</searchLink>; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Jan+YT%22">Jan YT</searchLink>; Department of Radiology, MacKay Memorial Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Leu+YS%22">Leu YS</searchLink>; Department of Otolaryngology and Head Neck Surgery, MacKay Memorial Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YJ%22">Chen YJ</searchLink>; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+KP%22">Wu KP</searchLink>; Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei, Taiwan; Ph.D. Program of Interdisciplinary Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. Electronic address: kpwu@nycu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Lee+J%22">Lee J</searchLink>; Department of Radiation Oncology, MacKay Memorial Hospital, Taipei, Taiwan; School of Medicine, College of Medicine, MacKay Medical University, New Taipei City, Taiwan. Electronic address: sinus.5706@mmh.org.tw. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%228407192%22">Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology</searchLink> [Radiother Oncol] 2026 Jun; Vol. 219, pp. 111521. <i>Date of Electronic Publication: </i>2026 Apr 01. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Scientific+Publishers%22">Elsevier Scientific Publishers </searchLink><i>Country of Publication: </i>Ireland <i>NLM ID: </i>8407192 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-0887 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201678140%22">01678140 </searchLink><i>NLM ISO Abbreviation: </i>Radiother Oncol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41932499 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.radonc.2026.111521 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 111521 Titles: – TitleFull: Explainable machine learning to predict muscle loss during radiotherapy for oral cavity cancer. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lin JB – PersonEntity: Name: NameFull: Chen JC – PersonEntity: Name: NameFull: Weng NH – PersonEntity: Name: NameFull: Jan YT – PersonEntity: Name: NameFull: Leu YS – PersonEntity: Name: NameFull: Chen YJ – PersonEntity: Name: NameFull: Wu KP – PersonEntity: Name: NameFull: Lee J IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 06 Text: 2026 Jun Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-0887 Numbering: – Type: volume Value: 219 Titles: – TitleFull: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Type: main |
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