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本文引用的文献

1
Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.停止为高风险决策解释黑箱机器学习模型，转而使用可解释模型。
Nat Mach Intell. 2019 May;1(5):206-215. doi: 10.1038/s42256-019-0048-x. Epub 2019 May 13.
2
Treatment of Psoriasis With Biologic Therapy Is Associated With Improvement of Coronary Artery Plaque Lipid-Rich Necrotic Core: Results From a Prospective, Observational Study.生物疗法治疗银屑病与冠状动脉斑块富含脂质的坏死核心改善相关：来自前瞻性观察研究的结果。
Circ Cardiovasc Imaging. 2020 Sep;13(9):e011199. doi: 10.1161/CIRCIMAGING.120.011199. Epub 2020 Sep 15.
3
Coronary Computed Tomography Angiography From Clinical Uses to Emerging Technologies: JACC State-of-the-Art Review.冠状动脉计算机断层血管造影术：从临床应用到新兴技术——JACC 最新技术评价。
J Am Coll Cardiol. 2020 Sep 8;76(10):1226-1243. doi: 10.1016/j.jacc.2020.06.076.
4
Reimagining What We Measure in Atherosclerosis-a "Phenotype Stack".重新构想我们在动脉粥样硬化中测量的内容——“表型堆叠”。
Circ Res. 2020 Apr 24;126(9):1146-1158. doi: 10.1161/CIRCRESAHA.120.315941. Epub 2020 Apr 23.
5
Ferryl Hemoglobin Inhibits Osteoclastic Differentiation of Macrophages in Hemorrhaged Atherosclerotic Plaques.亚铁血红蛋白抑制出血性粥样硬化斑块中破骨细胞的巨噬细胞分化。
Oxid Med Cell Longev. 2020 Feb 27;2020:3721383. doi: 10.1155/2020/3721383. eCollection 2020.
6
Calcification in Atherosclerotic Plaque Vulnerability: Friend or Foe?动脉粥样硬化斑块易损性中的钙化：是友还是敌？
Front Physiol. 2020 Feb 5;11:56. doi: 10.3389/fphys.2020.00056. eCollection 2020.
7
Key challenges facing data-driven multicellular systems biology.数据驱动的多细胞系统生物学面临的关键挑战。
Gigascience. 2019 Oct 1;8(10). doi: 10.1093/gigascience/giz127.
8
Ischaemic stroke.缺血性脑卒中。
Nat Rev Dis Primers. 2019 Oct 10;5(1):70. doi: 10.1038/s41572-019-0118-8.
9
Vulnerable Plaque, Characteristics, Detection, and Potential Therapies.易损斑块：特征、检测及潜在治疗方法
J Cardiovasc Dev Dis. 2019 Jul 27;6(3):26. doi: 10.3390/jcdd6030026.
10
Automated plaque analysis for the prognostication of major adverse cardiac events.自动斑块分析预测主要不良心脏事件。
Eur J Radiol. 2019 Jul;116:76-83. doi: 10.1016/j.ejrad.2019.04.013. Epub 2019 Apr 27.

虚拟转录组学：通过从计算机断层扫描血管造影成像解码斑块生物学进行动脉粥样硬化的无创表型分析。

Virtual Transcriptomics: Noninvasive Phenotyping of Atherosclerosis by Decoding Plaque Biology From Computed Tomography Angiography Imaging.

机构信息

Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden (A.J.B., E.K., M.L., L.P.M., U.H.).

Elucid Bioimaging, Inc, Boston, MA (A.J.B.).

出版信息

Arterioscler Thromb Vasc Biol. 2021 May 5;41(5):1738-1750. doi: 10.1161/ATVBAHA.121.315969. Epub 2021 Mar 11.

DOI:10.1161/ATVBAHA.121.315969
PMID:33691476
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8062292/
Abstract

[Figure: see text].

摘要

[图：见正文]。