Radiological Image traits Predictive of Cancer Status in Pulmonary Nodules

PURPOSE: We propose a systematic methodology to quantify incidentally identified pulmonary nodules based on observed radiological traits (semantics) quantified on a point scale and a machine learning method using these data to predict cancer status. MATERIALS AND METHODS: We investigated 172 patient...

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Pubblicato in:Clin Cancer Res
Autori principali: Liu, Ying, Balagurunathan, Yoganand, Atwater, Thomas, Antic, Sanja, Li, Qian, Walker, Ronald C., Smith, Gary T., Massion, Pierre P., Schabath, Matthew B., Gillies, Robert J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5527551/
https://ncbi.nlm.nih.gov/pubmed/27663588
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1158/1078-0432.CCR-15-3102
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