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本文引用的文献

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The impact of psychopathology, social adversity and stress-relevant DNA methylation on prospective risk for post-traumatic stress: A machine learning approach.精神病理学、社会逆境和与应激相关的 DNA 甲基化对创伤后应激前瞻性风险的影响:一种机器学习方法。
J Affect Disord. 2021 Mar 1;282:894-905. doi: 10.1016/j.jad.2020.12.076. Epub 2020 Dec 24.
2
Homo digitalis and Contemporary Psychology.
Int J Psychol Res (Medellin). 2019 Jul-Dec;12(2):6-7. doi: 10.21500/20112084.4260.
3
Genogram: tool for exploring and improving biomedical and psychological research.系谱图:探索和改进生物医学与心理学研究的工具。
Int J Psychol Res (Medellin). 2017 Jul-Dec;10(2):6-7. doi: 10.21500/20112084.3177.
4
Chikungunya outbreak (2015) in the Colombian Caribbean: Latent classes and gender differences in virus infection.2015 年哥伦比亚加勒比地区的基孔肯雅热疫情:病毒感染的潜在类别和性别差异。
PLoS Negl Trop Dis. 2020 Jun 3;14(6):e0008281. doi: 10.1371/journal.pntd.0008281. eCollection 2020 Jun.
5
How Is Temporal Processing Affected in Children with Attention-deficit/hyperactivity Disorder?注意缺陷多动障碍儿童的时间处理能力是如何受到影响的?
Dev Neuropsychol. 2020 Jul;45(4):246-261. doi: 10.1080/87565641.2020.1764566. Epub 2020 May 15.
6
Machine Learning and Psychological Research: The Unexplored Effect of Measurement.机器学习与心理研究:测量的未知效应
Perspect Psychol Sci. 2020 May;15(3):809-816. doi: 10.1177/1745691620902467. Epub 2020 Apr 29.
7
Precision Psychiatry Applications with Pharmacogenomics: Artificial Intelligence and Machine Learning Approaches.精准精神病学应用中的药物基因组学:人工智能和机器学习方法。
Int J Mol Sci. 2020 Feb 1;21(3):969. doi: 10.3390/ijms21030969.
8
Machine Learning in Psychometrics and Psychological Research.心理测量学与心理学研究中的机器学习
Front Psychol. 2020 Jan 10;10:2970. doi: 10.3389/fpsyg.2019.02970. eCollection 2019.
9
Evaluating the reliability of neurocognitive biomarkers of neurodegenerative diseases across countries: A machine learning approach.评估跨国家神经退行性疾病神经认知生物标志物的可靠性:一种机器学习方法。
Neuroimage. 2020 Mar;208:116456. doi: 10.1016/j.neuroimage.2019.116456. Epub 2019 Dec 10.
10
Prediction of future cognitive impairment among the community elderly: A machine-learning based approach.基于机器学习的社区老年人未来认知障碍预测方法。
Sci Rep. 2019 Mar 4;9(1):3335. doi: 10.1038/s41598-019-39478-7.

Machine Learning based Psychology: Advocating for A Data-Driven Approach.

作者信息

Vélez Jorge I

机构信息

Universidad del Norte, Barranquilla, Colombia. Universidad del Norte Universidad del Norte Barranquilla Colombia.

出版信息

Int J Psychol Res (Medellin). 2021 Jan-Jun;14(1):6-11. doi: 10.21500/20112084.5365.

DOI:10.21500/20112084.5365
PMID:34306575
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8297577/
Abstract
摘要