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Differential regional importance mapping for thyroid nodule malignancy prediction with potential to improve needle aspiration biopsy sampling reliability
OBJECTIVE: Existing guidelines for ultrasound-guided fine-needle aspiration biopsy lack specifications on sampling sites, but the number of biopsies improves diagnostic reliability. We propose the use of class activation maps (CAMs) and our modified malignancy-specific heat maps that locate importan...
Autores principales: | Wang, Liping, Wang, Yuan, Lu, Wenliang, Xu, Dong, Yao, Jincao, Wang, Lijing, Xu, Lei |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175814/ https://www.ncbi.nlm.nih.gov/pubmed/37188203 http://dx.doi.org/10.3389/fonc.2023.1136922 |
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