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Diagnosis by Volatile Organic Compounds in Exhaled Breath from Lung Cancer Patients Using Support Vector Machine Algorithm

Monitoring exhaled breath is a very attractive, noninvasive screening technique for early diagnosis of diseases, especially lung cancer. However, the technique provides insufficient accuracy because the exhaled air has many crucial volatile organic compounds (VOCs) at very low concentrations (ppb le...

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Detalles Bibliográficos
Autores principales: Sakumura, Yuichi, Koyama, Yutaro, Tokutake, Hiroaki, Hida, Toyoaki, Sato, Kazuo, Itoh, Toshio, Akamatsu, Takafumi, Shin, Woosuck
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5335963/
https://www.ncbi.nlm.nih.gov/pubmed/28165388
http://dx.doi.org/10.3390/s17020287