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Performance Comparison of Machine Learning Using Radiomic Features and CNN-Based Deep Learning in Benign and Malignant Classification of Vertebral Compression Fractures Using CT Scans.

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Title: Performance Comparison of Machine Learning Using Radiomic Features and CNN-Based Deep Learning in Benign and Malignant Classification of Vertebral Compression Fractures Using CT Scans.
Authors: Yeom, Jong Chan1, cs3c60ene@gmail.com, Park, So Hyun2, nnoleeter@gilhospital.com, Kim, Young Jae3, kimyj10528@gmail.com, Ahn, Tae Ran2, ahntaeradio@gmail.com, Kim, Kwang Gi4,5,6, kimkg@gachon.ac.kr
Source: Journal of Imaging Informatics in Medicine; Apr2026, Vol. 39 Issue 2, p1113-1121, 9p
Database: Applied Science & Technology Source
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  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 193167807
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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  Data: Performance Comparison of Machine Learning Using Radiomic Features and CNN-Based Deep Learning in Benign and Malignant Classification of Vertebral Compression Fractures Using CT Scans.
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  Data: <searchLink fieldCode="AU" term="%22Yeom%2C+Jong+Chan%22">Yeom, Jong Chan</searchLink><relatesTo>1</relatesTo>, <i>cs3c60ene@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Park%2C+So+Hyun%22">Park, So Hyun</searchLink><relatesTo>2</relatesTo>, <i>nnoleeter@gilhospital.com</i><br /><searchLink fieldCode="AU" term="%22Kim%2C+Young+Jae%22">Kim, Young Jae</searchLink><relatesTo>3</relatesTo>, <i>kimyj10528@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Ahn%2C+Tae+Ran%22">Ahn, Tae Ran</searchLink><relatesTo>2</relatesTo>, <i>ahntaeradio@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Kim%2C+Kwang+Gi%22">Kim, Kwang Gi</searchLink><relatesTo>4,5,6</relatesTo>, <i>kimkg@gachon.ac.kr</i>
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  Data: <searchLink fieldCode="JN" term="%22Journal+of+Imaging+Informatics+in+Medicine%22">Journal of Imaging Informatics in Medicine</searchLink>; Apr2026, Vol. 39 Issue 2, p1113-1121, 9p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=193167807
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s10278-025-01553-z
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      – Code: eng
        Text: English
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        PageCount: 9
        StartPage: 1113
    Titles:
      – TitleFull: Performance Comparison of Machine Learning Using Radiomic Features and CNN-Based Deep Learning in Benign and Malignant Classification of Vertebral Compression Fractures Using CT Scans.
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            NameFull: Yeom, Jong Chan
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            NameFull: Park, So Hyun
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            NameFull: Kim, Young Jae
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            NameFull: Ahn, Tae Ran
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            NameFull: Kim, Kwang Gi
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            – D: 01
              M: 04
              Text: Apr2026
              Type: published
              Y: 2026
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              Value: 39
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            – TitleFull: Journal of Imaging Informatics in Medicine
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