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Using deep learning to differentiate among histology renal tumor types in computed tomography scans.

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Title: Using deep learning to differentiate among histology renal tumor types in computed tomography scans.
Authors: Kan HC; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei City, 110, Taiwan.; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Lin PH; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan., Shao IH; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan., Cheng SC; Taiwan AI Labs, Taipei, Taiwan., Fan TY; Center for Artificial Intelligence in Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan., Chang YH; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Division of Urology, Department of Surgery, New Taipei Municipal TuCheng Hospital, Chang Gung Memorial Hospital, New Taipei, Taiwan., Huang LK; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Chu YC; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Yu KJ; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Chuang CK; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Wu CT; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Pang ST; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Peng SJ; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei City, 110, Taiwan. sjpeng2019@tmu.edu.tw.; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan. sjpeng2019@tmu.edu.tw.
Source: BMC medical imaging [BMC Med Imaging] 2025 Feb 26; Vol. 25 (1), pp. 66. Date of Electronic Publication: 2025 Feb 26.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Using deep learning to differentiate among histology renal tumor types in computed tomography scans.
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  Data: <searchLink fieldCode="AU" term="%22Kan+HC%22">Kan HC</searchLink>; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei City, 110, Taiwan.; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+PH%22">Lin PH</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Shao+IH%22">Shao IH</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Graduate Institute of Clinical Medical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+SC%22">Cheng SC</searchLink>; Taiwan AI Labs, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Fan+TY%22">Fan TY</searchLink>; Center for Artificial Intelligence in Medicine, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+YH%22">Chang YH</searchLink>; College of Medicine, Chang Gung University, Taoyuan, Taiwan.; Division of Urology, Department of Surgery, New Taipei Municipal TuCheng Hospital, Chang Gung Memorial Hospital, New Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+LK%22">Huang LK</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chu+YC%22">Chu YC</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+KJ%22">Yu KJ</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chuang+CK%22">Chuang CK</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wu+CT%22">Wu CT</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Pang+ST%22">Pang ST</searchLink>; Division of Urology, Department of Surgery, Linkou Chang Gung Memorial Hospital, Taoyuan, Taiwan.; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Peng+SJ%22">Peng SJ</searchLink>; In-Service Master Program in Artificial Intelligence in Medicine, College of Medicine, Taipei Medical University, No.250, Wuxing St., Xinyi Dist., Taipei City, 110, Taiwan. sjpeng2019@tmu.edu.tw.; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei Medical University, Taipei, Taiwan. sjpeng2019@tmu.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%22100968553%22">BMC medical imaging</searchLink> [BMC Med Imaging] 2025 Feb 26; Vol. 25 (1), pp. 66. <i>Date of Electronic Publication: </i>2025 Feb 26.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>100968553 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1471-2342 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2214712342%22">14712342 </searchLink><i>NLM ISO Abbreviation: </i>BMC Med Imaging <i>Subsets: </i>MEDLINE
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