Literature Review can be prepared from research papers without reading the complete paper from beginning to end. The extracts and main key points of the research paper including its keywords can be used to write the statements for the literature review.
Sample Literature Review of a Paper without reading complete paper from beginning to end
Wu et al. (2019)
The work in this paper is focusing on fatty liver disease prediction using classification model in machine learning with specific implementations of Random Forest Approach. The methods in this paper include the screening of datasets from New Taipei City Hospital with the sample size of 577. The methods in this paper included the segments of Study Population, Clinical Data and Outcomes, Data Preprocessing, Variable Selection, Model Building and many others. The limitations or research gaps in the research manuscript is focusing on the single dataset from one medical centers. It can be elevated to multiple datasets from multiple locations or regions. The data set is small and it can be escalated.
Wu, C.C., Yeh, W.C., Hsu, W.D., Islam, M.M., Nguyen, P.A.A., Poly, T.N., Wang, Y.C., Yang, H.C. and Li, Y.C.J., 2019. Prediction of fatty liver disease using machine learning algorithms. Computer methods and programs in biomedicine, 170, pp.23-29.