Predicting Treatment Response to Image-Guided Therapies Using Machine Learning: An Example for Trans-Arterial Treatment of Hepatocellular Carcinoma

Intra-arterial therapies are the standard of care for patients with hepatocellular carcinoma who cannot undergo surgical resection. The objective of this study was to develop a method to predict response to intra-arterial treatment prior to intervention. The method provides a general framework for p...

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Detalhes bibliográficos
Publicado no:J Vis Exp
Main Authors: Abajian, Aaron, Murali, Nikitha, Savic, Lynn Jeanette, Laage-Gaupp, Fabian Max, Nezami, Nariman, Duncan, James S., Schlachter, Todd, Lin, MingDe, Geschwind, Jean-François, Chapiro, Julius
Formato: Artigo
Idioma:Inglês
Publicado em: MyJove Corporation 2018
Assuntos:
Medicine
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6235502/
https://ncbi.nlm.nih.gov/pubmed/30371657
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3791/58382
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