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Semi-supervised learning for medical image classification using imbalanced training data.
Comput Methods Programs Biomed. 2022 Apr;216:106628. doi: 10.1016/j.cmpb.2022.106628. Epub 2022 Jan 14.
Comput Methods Programs Biomed. 2022.
PMID: 35101700
Review.
Pulmonary nodule classification with deep residual networks.
Nibali A, He Z, Wollersheim D.
Nibali A, et al.
Int J Comput Assist Radiol Surg. 2017 Oct;12(10):1799-1808. doi: 10.1007/s11548-017-1605-6. Epub 2017 May 13.
Int J Comput Assist Radiol Surg. 2017.
PMID: 28501942
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How to apply zero-shot learning to text data in substance use research: An overview and tutorial with media data.
Riordan B, Bonela AA, He Z, Nibali A, Anderson-Luxford D, Kuntsche E.
Riordan B, et al. Among authors: nibali a.
Addiction. 2024 May;119(5):951-959. doi: 10.1111/add.16427. Epub 2024 Jan 11.
Addiction. 2024.
PMID: 38212974
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The promise of zero-shot learning for alcohol image detection: comparison with a task-specific deep learning algorithm.
Bonela AA, Nibali A, He Z, Riordan B, Anderson-Luxford D, Kuntsche E.
Bonela AA, et al. Among authors: nibali a.
Sci Rep. 2023 Jul 23;13(1):11891. doi: 10.1038/s41598-023-39169-4.
Sci Rep. 2023.
PMID: 37482586
Free PMC article.
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Audio-based Deep Learning Algorithm to Identify Alcohol Inebriation (ADLAIA).
Bonela AA, He Z, Nibali A, Norman T, Miller PG, Kuntsche E.
Bonela AA, et al. Among authors: nibali a.
Alcohol. 2023 Jun;109:49-54. doi: 10.1016/j.alcohol.2022.12.002. Epub 2022 Dec 28.
Alcohol. 2023.
PMID: 36584742
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