“…Other studies directly delineated the boundary of graft materials on postoperative CBCTs (Canullo et al, 2023;Favato et al, 2015;Gultekin et al, 2016;Zhang et al, 2019). Subtracting the volumes of the pre-and postoperative maxillary sinus and treating the difference as the volume of graft materials was also adopted in many studies (Alayan & Ivanovski, 2018;Miura et al, 2022). However, abundant manual interventions before final measurement are still inevitable in the aforementioned analysis workflows (Dellavia et al, 2014;Kwon et al, 2019;Mazzocco et al, 2014).…”