Strategy to implement a convolutional neural network based ideal model observer via transfer learning for multi-slice simulated breast CT images.

Kim, Gihun; Han, Minah; Baek, Jongduk

Kim, Gihun; Han, Minah; Baek, Jongduk.

Affiliation

Kim G; School of Integrated Technology, Yonsei University, Republic of Korea.
Han M; Department of Artificial Intelligence, Yonsei University, Republic of Korea.
Baek J; Baruenex Imaging, Republic of Korea.

Phys Med Biol ; 68(11)2023 05 30.

Article in En | MEDLINE | ID: mdl-37137323

Subject(s)

Image Processing, Computer-Assisted; Neural Networks, Computer; Image Processing, Computer-Assisted/methods; Tomography, X-Ray Computed/methods; Algorithms; Machine Learning

Key words

CNN; breast CT; deep-learning; model observer; transfer learning

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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Image Processing, Computer-Assisted / Neural Networks, Computer Language: En Journal: Phys Med Biol Year: 2023 Document type: Article Country of publication: United kingdom

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