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Bladder Cancer Segmentation in CT for Treatment Response Assessment: Application of Deep-Learning Convolution Neural Network—A Pilot Study

Assessing the response of bladder cancer to neoadjuvant chemotherapy is crucial for reducing morbidity and increasing quality of life of patients. Changes in tumor volume during treatment is generally used to predict treatment outcome. We are developing a method for bladder cancer segmentation in CT...

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Bibliografiske detaljer
Udgivet i:Tomography
Main Authors: Cha, Kenny H., Hadjiiski, Lubomir M., Samala, Ravi K., Chan, Heang-Ping, Cohan, Richard H., Caoili, Elaine M., Paramagul, Chintana, Alva, Ajjai, Weizer, Alon Z.
Format: Artigo
Sprog:Inglês
Udgivet: Grapho Publications, LLC 2016
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Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5241049/
https://ncbi.nlm.nih.gov/pubmed/28105470
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18383/j.tom.2016.00184
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