I’m working on a machine learning writing question and need an explanation to help me understand better.Write a critical appraisal and analysis of one of the following papers:
undefinedIzquierdo, J.L., Ancochea, J., Soriano, J.B. and Savana COVID-19 Research Group, 2020. Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing. Journal of medical Internet research, 22(10), p.e21801.
Rajkomar A, Oren E, Chen K, Dai AM, Hajaj N, Liu PJ, Liu X, Sun M, Sundberg P, Yee H, Zhang K. Scalable and accurate deep learning for electronic health records. arXiv preprint arXiv:1801.07860. 2018 Jan 24.Introduction- background to the research presented in the paper
Analysis – your own analysis and appraisal of the paper, specifically: What is the central hypothesis/purpose of the work?
Were the used methods fit for purpose? Specifically, why was machine learning used, and is this justified
What were the results of the study and did they support the hypothesis?
How does this work fit in the landscape of AI applications in healthcare?
Conclusion – your own opinion of the research presented in the paper
undefinedPlease include the following sections (25%):undefinedIn your report, please address the following:undefinedWhat, in your opinion, is the fundamental (most significant) flaw in this study? (15%)undefinedWhat would you suggest to do to improve the study and solve this issue? Give appropriate level of detail (10%)undefinedDo not exceed 2 pages (including refrences).
Requirements: not exceed 2 pages including reference
