Table 1

Information extracted from the studies under scrutiny

Input data typeInitial data into the system
Data setInformation about the data set and its availability
TitleTitle of the paper
YearPublication paper year
AuthorAuthors of the paper
Publisher journal or conferenceWhere the paper was published
Network modelDeep learning model used in paper
ParameterParameters used in the deep learning model(s)
Evaluation metricEvaluation metrics adopted in the paper
Software and librarySoftware and libraries described in the paper.
Computational costTime or computational resources for model compilation
Ethics committeePresence or absence of the ethics committee in the paper
Research centre locationCountry where the research was performed
Main resultMain results of the paper
Sample sizeSample size used in paper
ApplicationThe applications of the model in paper