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Feature Selection and Machine Learning Strategies for CT Radiomics-Based Survival Prediction in Non-Small Cell Lung Cancer: A Comparative Study.

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Title: Feature Selection and Machine Learning Strategies for CT Radiomics-Based Survival Prediction in Non-Small Cell Lung Cancer: A Comparative Study.
Authors: Huang M; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Hui A; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Leung CW; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Li CL; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Leung TL; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Tang FH; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China., Tam SY; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
Source: Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2026 Jun 07; Vol. 16 (12). Date of Electronic Publication: 2026 Jun 07.
Publication Type: Journal Article
Journal Info: Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Feature Selection and Machine Learning Strategies for CT Radiomics-Based Survival Prediction in Non-Small Cell Lung Cancer: A Comparative Study.
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  Data: <searchLink fieldCode="AU" term="%22Huang+M%22">Huang M</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Hui+A%22">Hui A</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Leung+CW%22">Leung CW</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Li+CL%22">Li CL</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Leung+TL%22">Leung TL</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Tang+FH%22">Tang FH</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.<br /><searchLink fieldCode="AU" term="%22Tam+SY%22">Tam SY</searchLink>; School of Medical and Health Sciences, Tung Wah College, Homantin, Hong Kong SAR, China.
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  Data: <searchLink fieldCode="JN" term="%22101658402%22">Diagnostics (Basel, Switzerland)</searchLink> [Diagnostics (Basel)] 2026 Jun 07; Vol. 16 (12). <i>Date of Electronic Publication: </i>2026 Jun 07.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22MDPI+AG%22">MDPI AG </searchLink><i>Country of Publication: </i>Switzerland <i>NLM ID: </i>101658402 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>2075-4418 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220754418%22">20754418 </searchLink><i>NLM ISO Abbreviation: </i>Diagnostics (Basel) <i>Subsets: </i>PubMed not MEDLINE
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        Value: 10.3390/diagnostics16121761
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      – Code: eng
        Text: English
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      – TitleFull: Feature Selection and Machine Learning Strategies for CT Radiomics-Based Survival Prediction in Non-Small Cell Lung Cancer: A Comparative Study.
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              Text: 2026 Jun 07
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              Value: 16
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              Value: 12
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