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Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study.
Lancet Digit Health. 2023 Jul;5(7):e404-e420. doi: 10.1016/S2589-7500(23)00082-1. Epub 2023 May 31.
Lancet Digit Health. 2023.
PMID: 37268451
Free PMC article.
Machine Learning Models for the Identification of Prognostic and Predictive Cancer Biomarkers: A Systematic Review.
Al-Tashi Q, Saad MB, Muneer A, Qureshi R, Mirjalili S, Sheshadri A, Le X, Vokes NI, Zhang J, Wu J.
Al-Tashi Q, et al.
Int J Mol Sci. 2023 Apr 24;24(9):7781. doi: 10.3390/ijms24097781.
Int J Mol Sci. 2023.
PMID: 37175487
Free PMC article.
Review.
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SwarmDeepSurv: swarm intelligence advances deep survival network for prognostic radiomics signatures in four solid cancers.
Al-Tashi Q, Saad MB, Sheshadri A, Wu CC, Chang JY, Al-Lazikani B, Gibbons C, Vokes NI, Zhang J, Lee JJ, Heymach JV, Jaffray D, Mirjalili S, Wu J.
Al-Tashi Q, et al.
Patterns (N Y). 2023 Jun 28;4(8):100777. doi: 10.1016/j.patter.2023.100777. eCollection 2023 Aug 11.
Patterns (N Y). 2023.
PMID: 37602223
Free PMC article.
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