Development and Validation of a Convolutional Neural Network Framework Based on Ultrasound Imaging for Multi-Classification of Superficial Soft Tissue Masses.

Wu M, Wu Y, Li A, Shi Y, Guo L, Li C, Wei S, Zhu X, Hua H, Zhang Y, Sun L, Hu J, Mou L, Yu X, Wang X, Ouyang R, Fu H, Xu H

Open source

DOI
10.1016/j.acra.2026.08.092
Published
2026 Sep 7
Container
Academic radiology
Publisher
Not recorded
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.acra.2026.08.092,
  title = {Development and Validation of a Convolutional Neural Network Framework Based on Ultrasound Imaging for Multi-Classification of Superficial Soft Tissue Masses.},
  author = {Wu M and Wu Y and Li A and Shi Y and Guo L and Li C and Wei S and Zhu X and Hua H and Zhang Y and Sun L and Hu J and Mou L and Yu X and Wang X and Ouyang R and Fu H and Xu H},
  year = {2026},
  journal = {Academic radiology},
  doi = {10.1016/j.acra.2026.08.092},
  url = {https://doi.org/10.1016/j.acra.2026.08.092}
}

RIS

TY  - JOUR
TI  - Development and Validation of a Convolutional Neural Network Framework Based on Ultrasound Imaging for Multi-Classification of Superficial Soft Tissue Masses.
AU  - Wu M
AU  - Wu Y
AU  - Li A
AU  - Shi Y
AU  - Guo L
AU  - Li C
AU  - Wei S
AU  - Zhu X
AU  - Hua H
AU  - Zhang Y
AU  - Sun L
AU  - Hu J
AU  - Mou L
AU  - Yu X
AU  - Wang X
AU  - Ouyang R
AU  - Fu H
AU  - Xu H
PY  - 2026
JO  - Academic radiology
DO  - 10.1016/j.acra.2026.08.092
UR  - https://doi.org/10.1016/j.acra.2026.08.092
ER  - 

APA

M, W., Y, W., A, L., Y, S., L, G., C, L., S, W., X, Z., H, H., Y, Z., L, S., J, H., L, M., X, Y., X, W., R, O., H, F., & H, X. (2026). Development and Validation of a Convolutional Neural Network Framework Based on Ultrasound Imaging for Multi-Classification of Superficial Soft Tissue Masses.. Academic radiology. https://doi.org/10.1016/j.acra.2026.08.092

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