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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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Dettagli Bibliografici
Pubblicato in:Clin Cancer Res
Autori principali: Xu, Yiwen, Hosny, Ahmed, Zeleznik, Roman, Parmar, Chintan, Coroller, Thibaud, Franco, Idalid, Mak, Raymond H, Aerts, Hugo JWL
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2019
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Accesso online: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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