Texture Synthesis Based Thyroid Nodule Detection From Medical Ultrasound Images: Interpreting and Suppressing the Adversarial Effect of In-place Manual Annotation

Deep learning method have been offering promising solutions for medical image processing, but failing to understand what features in the input image are captured and whether certain artifacts are mistakenly included in the model, thus create crucial problems in generalizability of the model. We targ...

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Detalles Bibliográficos
Autores principales: Yao, Siqiong, Yan, Junchi, Wu, Mingyu, Yang, Xue, Zhang, Weituo, Lu, Hui, Qian, Biyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Bioengineering and Biotechnology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311795/
https://www.ncbi.nlm.nih.gov/pubmed/32626697
http://dx.doi.org/10.3389/fbioe.2020.00599

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311795/
https://www.ncbi.nlm.nih.gov/pubmed/32626697
http://dx.doi.org/10.3389/fbioe.2020.00599

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