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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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Publicat a:Clin Cancer Res
Autors principals: Xu, Yiwen, Hosny, Ahmed, Zeleznik, Roman, Parmar, Chintan, Coroller, Thibaud, Franco, Idalid, Mak, Raymond H, Aerts, Hugo JWL
Format: Artigo
Idioma:Inglês
Publicat: 2019
Matèries:
Accés en línia: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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