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Evaluation of amyloid PET positivity using machine learning on 18F-FDG PET images.

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Title: Evaluation of amyloid PET positivity using machine learning on 18F-FDG PET images.
Authors: Yamada T; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan. h02yamada@med.kindai.ac.jp., Kimura Y; Graduate School of Science and Engineering, Kindai University, Osaka, Japan., Watanabe S; Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan., Watanabe A; Graduate School of Science and Engineering, Kindai University, Osaka, Japan.; Akita Cerebrospinal and Cardiovascular Center, Akita, Japan., Honda M; Graduate School of Science and Engineering, Kindai University, Osaka, Japan., Nagaoka T; Faculty of Biology-Oriented Science and Technology, Kindai University, Wakayama, Japan., Nemoto M; Faculty of Biology-Oriented Science and Technology, Kindai University, Wakayama, Japan., Hanaoka K; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan., Kaida H; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan., Kojita Y; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan., Yamada M; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan., Im S; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan., Kono A; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan., Ishii K; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.
Source: Japanese journal of radiology [Jpn J Radiol] 2025 Sep; Vol. 43 (9), pp. 1541-1549. Date of Electronic Publication: 2025 May 02.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: Japan NLM ID: 101490689 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-108X (Electronic) Linking ISSN: 18671071 NLM ISO Abbreviation: Jpn J Radiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Evaluation of amyloid PET positivity using machine learning on <superscript>18</superscript>F-FDG PET images.
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  Data: <searchLink fieldCode="AU" term="%22Yamada+T%22">Yamada T</searchLink>; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan. h02yamada@med.kindai.ac.jp.<br /><searchLink fieldCode="AU" term="%22Kimura+Y%22">Kimura Y</searchLink>; Graduate School of Science and Engineering, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+S%22">Watanabe S</searchLink>; Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Watanabe+A%22">Watanabe A</searchLink>; Graduate School of Science and Engineering, Kindai University, Osaka, Japan.; Akita Cerebrospinal and Cardiovascular Center, Akita, Japan.<br /><searchLink fieldCode="AU" term="%22Honda+M%22">Honda M</searchLink>; Graduate School of Science and Engineering, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Nagaoka+T%22">Nagaoka T</searchLink>; Faculty of Biology-Oriented Science and Technology, Kindai University, Wakayama, Japan.<br /><searchLink fieldCode="AU" term="%22Nemoto+M%22">Nemoto M</searchLink>; Faculty of Biology-Oriented Science and Technology, Kindai University, Wakayama, Japan.<br /><searchLink fieldCode="AU" term="%22Hanaoka+K%22">Hanaoka K</searchLink>; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.<br /><searchLink fieldCode="AU" term="%22Kaida+H%22">Kaida H</searchLink>; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Kojita+Y%22">Kojita Y</searchLink>; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Yamada+M%22">Yamada M</searchLink>; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Im+S%22">Im S</searchLink>; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Kono+A%22">Kono A</searchLink>; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.<br /><searchLink fieldCode="AU" term="%22Ishii+K%22">Ishii K</searchLink>; Division of Positron Emission Tomography Institute of Advanced Clinical Medicine, Kindai University Hospital, 377-2 Ohno-Higashi, Osakasayama, Osaka, 589-8511, Japan.; Department of Radiology, Faculty of Medicine, Kindai University, Osaka, Japan.
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  Data: <searchLink fieldCode="JN" term="%22101490689%22">Japanese journal of radiology</searchLink> [Jpn J Radiol] 2025 Sep; Vol. 43 (9), pp. 1541-1549. <i>Date of Electronic Publication: </i>2025 May 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>Japan <i>NLM ID: </i>101490689 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1867-108X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218671071%22">18671071 </searchLink><i>NLM ISO Abbreviation: </i>Jpn J Radiol <i>Subsets: </i>MEDLINE
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