Development of a machine learning-based model to predict urethral recurrence following radical cystectomy: a multicentre retrospective study and updated meta-analysis.
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| Title: | Development of a machine learning-based model to predict urethral recurrence following radical cystectomy: a multicentre retrospective study and updated meta-analysis. |
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| Authors: | Fan B; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn., Zhang L; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Cui H; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Bai S; Department of Ultrasound, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China., Gao H; Department of Urology, Central Hospital of Dalian, Dalian, 116089, Liaoning Province, China., Xiang S; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Wang Y; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Song Z; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Chen J; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China., Yu G; Department of Urology, Central Hospital of Dalian, Dalian, 116089, Liaoning Province, China. dlzxygh@126.com., Wang J; Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. wangjianbo@dmu.edu.cn., Wang L; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com., Liu Z; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. lzydoct@163.com. |
| Source: | Scientific reports [Sci Rep] 2025 Jun 04; Vol. 15 (1), pp. 19573. Date of Electronic Publication: 2025 Jun 04. |
| Publication Type: | Journal Article; Meta-Analysis; Multicenter Study |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 40467750 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Development of a machine learning-based model to predict urethral recurrence following radical cystectomy: a multicentre retrospective study and updated meta-analysis. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Fan+B%22">Fan B</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. fanbo@dmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Cui+H%22">Cui H</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Bai+S%22">Bai S</searchLink>; Department of Ultrasound, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Gao+H%22">Gao H</searchLink>; Department of Urology, Central Hospital of Dalian, Dalian, 116089, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Xiang+S%22">Xiang S</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Song+Z%22">Song Z</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Chen+J%22">Chen J</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China.<br /><searchLink fieldCode="AU" term="%22Yu+G%22">Yu G</searchLink>; Department of Urology, Central Hospital of Dalian, Dalian, 116089, Liaoning Province, China. dlzxygh@126.com.<br /><searchLink fieldCode="AU" term="%22Wang+J%22">Wang J</searchLink>; Department of Urology, The First Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. wangjianbo@dmu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Wang+L%22">Wang L</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. wangldoct@sina.com.<br /><searchLink fieldCode="AU" term="%22Liu+Z%22">Liu Z</searchLink>; Department of Urology, Second Affiliated Hospital of Dalian Medical University, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Liaoning Provincial Key Laboratory of Urological Digital Precision Diagnosis and Treatment, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Liaoning Engineering Research Center of Integrated Precision Diagnosis and Treatment Technology for Urological Cancer, Dalian, 116011, Liaoning Province, China. lzydoct@163.com.; Dalian Key Laboratory of Prostate Cancer Research, Dalian, 116011, Liaoning Province, China. lzydoct@163.com. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101563288%22">Scientific reports</searchLink> [Sci Rep] 2025 Jun 04; Vol. 15 (1), pp. 19573. <i>Date of Electronic Publication: </i>2025 Jun 04. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Meta-Analysis; Multicenter Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101563288 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2045-2322 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220452322%22">20452322 </searchLink><i>NLM ISO Abbreviation: </i>Sci Rep <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=40467750 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s41598-025-04893-6 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 19573 Titles: – TitleFull: Development of a machine learning-based model to predict urethral recurrence following radical cystectomy: a multicentre retrospective study and updated meta-analysis. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Fan B – PersonEntity: Name: NameFull: Zhang L – PersonEntity: Name: NameFull: Cui H – PersonEntity: Name: NameFull: Bai S – PersonEntity: Name: NameFull: Gao H – PersonEntity: Name: NameFull: Xiang S – PersonEntity: Name: NameFull: Wang Y – PersonEntity: Name: NameFull: Song Z – PersonEntity: Name: NameFull: Chen J – PersonEntity: Name: NameFull: Yu G – PersonEntity: Name: NameFull: Wang J – PersonEntity: Name: NameFull: Wang L – PersonEntity: Name: NameFull: Liu Z IsPartOfRelationships: – BibEntity: Dates: – D: 04 M: 06 Text: 2025 Jun 04 Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 2045-2322 Numbering: – Type: volume Value: 15 – Type: issue Value: 1 Titles: – TitleFull: Scientific reports Type: main |
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