Deep Learning Predicts Lung Cancer Treatment Response from Serial Medical Imaging

PURPOSE: Tumors are continuously evolving biological systems, and medical imaging is uniquely positioned to monitor changes throughout treatment. While qualitatively tracking lesions over space and time may be trivial, the development of clinically-relevant, automated radiomics methods that incorpor...

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Vydáno v:Clin Cancer Res
Hlavní autoři: Xu, Yiwen, Hosny, Ahmed, Zeleznik, Roman, Parmar, Chintan, Coroller, Thibaud, Franco, Idalid, Mak, Raymond H, Aerts, Hugo JWL
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6548658/
https://ncbi.nlm.nih.gov/pubmed/31010833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1158/1078-0432.CCR-18-2495
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