タグ:機械学習-AI

TCGA; deep transfer learning; Inception-V4; UMAP; grading & typing; diagnosis & prognosis ... もっと読む

[出典] Optimized CRISPR guide RNA design for two high-fidelity Cas9 variants by deep learning. Wang D, Zhang C [..] Lan F, Wang Y. Nat Commun. 2019-09-19;[Webサイト] http://www.DeepHF.com/背景CRISPR/Cas9の活性と精度の向上を目指して、野生型SpCas9からの構 ... もっと読む

[出典] Deep learning enables rapid identification of potent DDR1 kinase inhibitors. Zhavoronkov A [..] Aspuru-Guzik A. Nat Biotechnol 2019-09-02;NEWS RELEASE Novel molecules designed by artificial intelligence in 21 days are validated in mice - Experimen ... もっと読む

[出典] "A robotic platform for flow synthesis of organic compounds informed by AI planning" Coley CW, Thomas III DA, Lummiss JAM [..] Jamison TF, Jensen KF. Science. 2019 Aug 9;365(6453) ;  NEWS "Guided by AI, robotic platform automates molecule manufac ... もっと読む

1. SpCas9活性の深層学習モデルDeepCas9 (2019-09-20, -11-10, -11-26 追記)[出典] "SpCas9 activity prediction by DeepCas9, a deep learning-based model with unparalleled generalization performance" Kim HK, Kim Y [..] Kim HH. bioRxiv 2019-05-15. > "SpCas9 activ ... もっと読む

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