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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Enregistré dans:
Détails bibliographiques
Publié dans:Tomography
Auteurs principaux: 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
Langue:Inglês
Publié: Grapho Publications, LLC 2016
Sujets:
Research Articles
Accès en ligne: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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