Multicenter validation and randomized crossover reader evaluation of deep learning-assisted tri-sequence three-dimensional MRI segmentation for hypopharyngeal tumor.
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| Title: | Multicenter validation and randomized crossover reader evaluation of deep learning-assisted tri-sequence three-dimensional MRI segmentation for hypopharyngeal tumor. |
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| Authors: | Hsu C; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan., Ku HL; Department of Mathematics and Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan., Lin SM; Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou Branch, Taiwan., Lee HL; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan., Lee IH; Division of Radiation Oncology, Department of Oncology, National Taiwan University BioMedical Park Hospital Zhubei Campus, Hsinchu, Taiwan., Chen KY; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan., Chen YL; Division of Radiation Oncology, Department of Oncology, National Taiwan University BioMedical Park Hospital Zhubei Campus, Hsinchu, Taiwan; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan., Liu KL; Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan., Chen PT; Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan., Chen RY; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan., Tsai HH; Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan., Yang TL; Department of Otolaryngology, National Taiwan University Hospital, Taipei, Taiwan., Lai SF; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan., Chiou JF; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan., Kuo SH; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan., Wang CW; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan. Electronic address: cwwang@ntuh.gov.tw., Wang W; Department of Mathematics and Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan. Electronic address: wwang@ntu.edu.tw. |
| Source: | Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology [Radiother Oncol] 2026 Aug; Vol. 221, pp. 111606. Date of Electronic Publication: 2026 May 19. |
| Publication Type: | Journal Article; Multicenter Study; Validation Study |
| 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: 42162744 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Multicenter validation and randomized crossover reader evaluation of deep learning-assisted tri-sequence three-dimensional MRI segmentation for hypopharyngeal tumor. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Hsu+C%22">Hsu C</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Ku+HL%22">Ku HL</searchLink>; Department of Mathematics and Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+SM%22">Lin SM</searchLink>; Department of Radiation Oncology, Chang Gung Memorial Hospital, Linkou Branch, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+HL%22">Lee HL</searchLink>; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+IH%22">Lee IH</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University BioMedical Park Hospital Zhubei Campus, Hsinchu, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+KY%22">Chen KY</searchLink>; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+YL%22">Chen YL</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University BioMedical Park Hospital Zhubei Campus, Hsinchu, Taiwan; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+KL%22">Liu KL</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+PT%22">Chen PT</searchLink>; Department of Medical Imaging, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+RY%22">Chen RY</searchLink>; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+HH%22">Tsai HH</searchLink>; Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+TL%22">Yang TL</searchLink>; Department of Otolaryngology, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lai+SF%22">Lai SF</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chiou+JF%22">Chiou JF</searchLink>; Department of Radiation Oncology, Taipei Medical University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Kuo+SH%22">Kuo SH</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+CW%22">Wang CW</searchLink>; Division of Radiation Oncology, Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan. Electronic address: cwwang@ntuh.gov.tw.<br /><searchLink fieldCode="AU" term="%22Wang+W%22">Wang W</searchLink>; Department of Mathematics and Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan; Graduate Program of Data Science, National Taiwan University, Taipei, Taiwan. Electronic address: wwang@ntu.edu.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 Aug; Vol. 221, pp. 111606. <i>Date of Electronic Publication: </i>2026 May 19. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study; Validation Study – 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=42162744 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.radonc.2026.111606 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 111606 Titles: – TitleFull: Multicenter validation and randomized crossover reader evaluation of deep learning-assisted tri-sequence three-dimensional MRI segmentation for hypopharyngeal tumor. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Hsu C – PersonEntity: Name: NameFull: Ku HL – PersonEntity: Name: NameFull: Lin SM – PersonEntity: Name: NameFull: Lee HL – PersonEntity: Name: NameFull: Lee IH – PersonEntity: Name: NameFull: Chen KY – PersonEntity: Name: NameFull: Chen YL – PersonEntity: Name: NameFull: Liu KL – PersonEntity: Name: NameFull: Chen PT – PersonEntity: Name: NameFull: Chen RY – PersonEntity: Name: NameFull: Tsai HH – PersonEntity: Name: NameFull: Yang TL – PersonEntity: Name: NameFull: Lai SF – PersonEntity: Name: NameFull: Chiou JF – PersonEntity: Name: NameFull: Kuo SH – PersonEntity: Name: NameFull: Wang CW – PersonEntity: Name: NameFull: Wang W IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 08 Text: 2026 Aug Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1879-0887 Numbering: – Type: volume Value: 221 Titles: – TitleFull: Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Type: main |
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