RadImageNet and ImageNet as Datasets for Transfer Learning in the Assessment of Dental Radiographs: A Comparative Study.

Transfer learning (TL) is an alternative approach to the full training of deep learning (DL) models from scratch and can transfer knowledge gained from large-scale data to solve different problems. ImageNet, which is a publicly available large-scale dataset, is a commonly used dataset for TL-based i...

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Bibliographic Details
Published in:Journal of Imaging Informatics in Medicine Vol. 38; no. 1; pp. 534 - 545
Main Authors: Okazaki, Shota, Mine, Yuichi, Yoshimi, Yuki, Iwamoto, Yuko, Ito, Shota, Peng, Tzu-Yu, Nishimura, Taku, Suehiro, Tomoya, Koizumi, Yuma, Nomura, Ryota, Tanimoto, Kotaro, Kakimoto, Naoya, Murayama, Takeshi
Format: diagnostic images equations & formulas research tables/charts Journal Article
Published: Springer Nature Feb2025
Online Access:View this record in EBSCOhost