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Advancing accuracy in breath testing for lung cancer: strategies for improving diagnostic precision in imbalanced data

Abstract Background Breath testing using an electronic nose has been recognized as a promising new technique for the early detection of lung cancer. Imbalanced data are commonly observed in electronic nose studies, but methods to address them are rarely reported. Objective The objectives of this stu...

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Bibliografische Detailangaben
Hauptverfasser: Ke-Cheng Chen, Shuenn-Wen Kuo, Ruei-Hao Shie, Hsiao-Yu Yang
Format: Artigo
Sprache:Inglês
Veröffentlicht: BMC 2024-01-01
Schriftenreihe:Respiratory Research
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Online-Zugang:https://doi.org/10.1186/s12931-024-02668-7
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