Combining the prognostic values of entropy-based heterogeneity features from 18 F-fluorodeoxyglucose PET and transmission computed tomography using machine learning in patients with lung adenocarcinoma undergoing curative surgery.

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Title: Combining the prognostic values of entropy-based heterogeneity features from 18 F-fluorodeoxyglucose PET and transmission computed tomography using machine learning in patients with lung adenocarcinoma undergoing curative surgery.
Authors: Lue KH; Department of Medical Imaging and Radiological Sciences, Tzu Chi University., Chen YH; Department of Medical Imaging and Radiological Sciences, Tzu Chi University.; Department of Nuclear Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation.; School of Medicine, College of Medicine, Tzu Chi University., Chu SC; School of Medicine, College of Medicine, Tzu Chi University.; Department of Hematology and Oncology., Lin CB; School of Medicine, College of Medicine, Tzu Chi University.; Department of Internal Medicine., Chang BS; Department of Cardiothoracic Surgery., Chang PY; Department of Radiology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan., Liu SH; Department of Medical Imaging and Radiological Sciences, Tzu Chi University.; Department of Nuclear Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation.
Source: Nuclear medicine communications [Nucl Med Commun] 2026 Apr 01; Vol. 47 (4), pp. 479-489. Date of Electronic Publication: 2025 Dec 25.
Publication Type: Journal Article
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: England NLM ID: 8201017 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1473-5628 (Electronic) Linking ISSN: 01433636 NLM ISO Abbreviation: Nucl Med Commun Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Combining the prognostic values of entropy-based heterogeneity features from 18 F-fluorodeoxyglucose PET and transmission computed tomography using machine learning in patients with lung adenocarcinoma undergoing curative surgery.
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  Data: <searchLink fieldCode="AU" term="%22Lue+KH%22">Lue KH</searchLink>; Department of Medical Imaging and Radiological Sciences, Tzu Chi University.<br /><searchLink fieldCode="AU" term="%22Chen+YH%22">Chen YH</searchLink>; Department of Medical Imaging and Radiological Sciences, Tzu Chi University.; Department of Nuclear Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation.; School of Medicine, College of Medicine, Tzu Chi University.<br /><searchLink fieldCode="AU" term="%22Chu+SC%22">Chu SC</searchLink>; School of Medicine, College of Medicine, Tzu Chi University.; Department of Hematology and Oncology.<br /><searchLink fieldCode="AU" term="%22Lin+CB%22">Lin CB</searchLink>; School of Medicine, College of Medicine, Tzu Chi University.; Department of Internal Medicine.<br /><searchLink fieldCode="AU" term="%22Chang+BS%22">Chang BS</searchLink>; Department of Cardiothoracic Surgery.<br /><searchLink fieldCode="AU" term="%22Chang+PY%22">Chang PY</searchLink>; Department of Radiology, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, Hualien, Taiwan.<br /><searchLink fieldCode="AU" term="%22Liu+SH%22">Liu SH</searchLink>; Department of Medical Imaging and Radiological Sciences, Tzu Chi University.; Department of Nuclear Medicine, Hualien Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation.
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  Data: <searchLink fieldCode="JN" term="%228201017%22">Nuclear medicine communications</searchLink> [Nucl Med Commun] 2026 Apr 01; Vol. 47 (4), pp. 479-489. <i>Date of Electronic Publication: </i>2025 Dec 25.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Lippincott+Williams+%26+Wilkins%22">Lippincott Williams & Wilkins </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>8201017 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1473-5628 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2201433636%22">01433636 </searchLink><i>NLM ISO Abbreviation: </i>Nucl Med Commun <i>Subsets: </i>MEDLINE
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        Value: 10.1097/MNM.0000000000002098
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        Text: English
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      – TitleFull: Combining the prognostic values of entropy-based heterogeneity features from 18 F-fluorodeoxyglucose PET and transmission computed tomography using machine learning in patients with lung adenocarcinoma undergoing curative surgery.
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              Text: 2026 Apr 01
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              Y: 2026
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