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Examining Public Sentiments and Attitudes Toward COVID-19 Vaccination: Infoveillance Study Using Twitter Posts.

Chandrasekaran R, Desai R, Shah H, Kumar V, Moustakas E. Chandrasekaran R, et al. JMIR Infodemiology. 2022 Apr 15;2(1):e33909. doi: 10.2196/33909. eCollection 2022 Jan-Jun. JMIR Infodemiology. 2022. PMID: 35462735 Free PMC article.

Natural language processing applied to mental illness detection: a narrative review.

Zhang T, Schoene AM, Ji S, Ananiadou S. Zhang T, et al. NPJ Digit Med. 2022 Apr 8;5(1):46. doi: 10.1038/s41746-022-00589-7. NPJ Digit Med. 2022. PMID: 35396451 Free PMC article. Review.

Examining the utility of nonlinear machine learning approaches versus linear regression for predicting body image outcomes: The U.S. Body Project I.

Liang D, Frederick DA, Lledo EE, Rosenfield N, Berardi V, Linstead E, Maoz U. Liang D, et al. Body Image. 2022 Jun;41:32-45. doi: 10.1016/j.bodyim.2022.01.013. Epub 2022 Feb 25. Body Image. 2022. PMID: 35228102

Potential benefits and limitations of machine learning in the field of eating disorders: current research and future directions.

Fardouly J, Crosby RD, Sukunesan S. Fardouly J, et al. J Eat Disord. 2022 May 8;10(1):66. doi: 10.1186/s40337-022-00581-2. J Eat Disord. 2022. PMID: 35527306 Free PMC article. Review.

Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study.

Benítez-Andrades JA, Alija-Pérez JM, Vidal ME, Pastor-Vargas R, García-Ordás MT. Benítez-Andrades JA, et al. JMIR Med Inform. 2022 Feb 24;10(2):e34492. doi: 10.2196/34492. JMIR Med Inform. 2022. PMID: 35200156 Free PMC article.

Harnessing Artificial Intelligence for Health Message Generation: The Folic Acid Message Engine.

Schmälzle R, Wilcox S. Schmälzle R, et al. J Med Internet Res. 2022 Jan 18;24(1):e28858. doi: 10.2196/28858. J Med Internet Res. 2022. PMID: 35040800 Free PMC article.

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