“…Additionally, this study offers valuable information about research themes published on the topic of deep learning and its implementation in the construction industry through cluster analysis and critical review. Despite the contributions offered, the (Bang et al 2019, Chen et al 2020, Guo et al 2020, Slaton et al 2020, Xuehui et al 2021, Zhou et al 2021b, Lin et al 2021, Sim et al 2021 (Olanrewaju et al 2020, Kamal et al 2020, Liu et al 2020, Scarpiniti et al 2021)…”