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Review of deep learning: concepts, CNN architectures, challenges, applications, future directions.
J Big Data. 2021;8(1):53. doi: 10.1186/s40537-021-00444-8. Epub 2021 Mar 31.
J Big Data. 2021.
PMID: 33816053
Free PMC article.
Novel Transfer Learning Approach for Medical Imaging with Limited Labeled Data.
Alzubaidi L, Al-Amidie M, Al-Asadi A, Humaidi AJ, Al-Shamma O, Fadhel MA, Zhang J, Santamaría J, Duan Y.
Alzubaidi L, et al. Among authors: al shamma o.
Cancers (Basel). 2021 Mar 30;13(7):1590. doi: 10.3390/cancers13071590.
Cancers (Basel). 2021.
PMID: 33808207
Free PMC article.
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Deepening into the suitability of using pre-trained models of ImageNet against a lightweight convolutional neural network in medical imaging: an experimental study.
Alzubaidi L, Duan Y, Al-Dujaili A, Ibraheem IK, Alkenani AH, Santamaría J, Fadhel MA, Al-Shamma O, Zhang J.
Alzubaidi L, et al. Among authors: al shamma o.
PeerJ Comput Sci. 2021 Sep 28;7:e715. doi: 10.7717/peerj-cs.715. eCollection 2021.
PeerJ Comput Sci. 2021.
PMID: 34722871
Free PMC article.
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