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CT-based Prediction of Visceral Pleural Invasion in Lung Adenocarcinoma ≤ 3 cm: Enhancing Deep Learning Specificity by Waiving Chest Wall Information.

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Title: CT-based Prediction of Visceral Pleural Invasion in Lung Adenocarcinoma ≤ 3 cm: Enhancing Deep Learning Specificity by Waiving Chest Wall Information.
Authors: Ou DX; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan., Chen LW; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan., Chen KY; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan., Wang HJ; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan., Yang SM; Department of Surgery, National Taiwan University Hospital Biomedical Park Hospital, Hsinchu County, Taiwan., Hsieh MS; Department of Pathology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan., Chou LC; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan., Yang CJ; Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA., Chang YC; Department of Radiology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan., Lin MW; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan. mwlin@ntu.edu.tw., Chen CM; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan. chung@ntu.edu.tw., Chen JS; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
Source: Annals of surgical oncology [Ann Surg Oncol] 2026 May; Vol. 33 (5), pp. 4256-4266. Date of Electronic Publication: 2026 Jan 21.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 9420840 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1534-4681 (Electronic) Linking ISSN: 10689265 NLM ISO Abbreviation: Ann Surg Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: CT-based Prediction of Visceral Pleural Invasion in Lung Adenocarcinoma ≤ 3 cm: Enhancing Deep Learning Specificity by Waiving Chest Wall Information.
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  Data: <searchLink fieldCode="AU" term="%22Ou+DX%22">Ou DX</searchLink>; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+LW%22">Chen LW</searchLink>; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chen+KY%22">Chen KY</searchLink>; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Wang+HJ%22">Wang HJ</searchLink>; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+SM%22">Yang SM</searchLink>; Department of Surgery, National Taiwan University Hospital Biomedical Park Hospital, Hsinchu County, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hsieh+MS%22">Hsieh MS</searchLink>; Department of Pathology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chou+LC%22">Chou LC</searchLink>; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yang+CJ%22">Yang CJ</searchLink>; Division of Thoracic Surgery, Department of Surgery, Massachusetts General Hospital, Boston, MA, USA.<br /><searchLink fieldCode="AU" term="%22Chang+YC%22">Chang YC</searchLink>; Department of Radiology, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+MW%22">Lin MW</searchLink>; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan. mwlin@ntu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Chen+CM%22">Chen CM</searchLink>; Department of Biomedical Engineering, College of Medicine and College of Engineering, National Taiwan University, Taipei, Taiwan. chung@ntu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Chen+JS%22">Chen JS</searchLink>; Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan.
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  Data: <searchLink fieldCode="JN" term="%229420840%22">Annals of surgical oncology</searchLink> [Ann Surg Oncol] 2026 May; Vol. 33 (5), pp. 4256-4266. <i>Date of Electronic Publication: </i>2026 Jan 21.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9420840 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1534-4681 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2210689265%22">10689265 </searchLink><i>NLM ISO Abbreviation: </i>Ann Surg Oncol <i>Subsets: </i>MEDLINE
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        Value: 10.1245/s10434-026-19102-5
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              Text: 2026 May
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