Rui Moreira, Augusta Silveira, Teresa Sequeira, Nuno Durão, Jessica Lourenço, Inês Cascais, Rita Maria Cabral, Tiago Taveira Gomes
Gamification and Oral Health in Children and Adolescents: Scoping Review
Interactive journal of medical research
analysis vascular networks essential step unravel mechanisms regulating physiological pathological organization blood vessels far analyses performed using 2dimensional projections 3dimensional 3d networks strategy several obvious shortcomings instance capture true geometry vasculature generates artifacts vessel connectivity limitations accepted field manual analysis 3d vascular networks laborious complex process often prohibitive large volumes overcome issues developed 3dvascnet deep learningbased software automated segmentation quantification 3d retinal vascular networks 3dvascnet performs segmentation based deep learning model quantifies vascular morphometric parameters vessel density branch length vessel radius branching point density tested performance 3dvascnet using large data set 3d microscopy images mouse retinal blood vessels demonstrated 3dvascnet efficiently segments vascular networks 3d vascular morphometric parameters capture phenotypes detected using manual segmentation quantification 2 dimension addition showed despite trained retinal images 3dvascnet high generalization capability successfully segments images originating data sets organs overall present 3dvascnet freely available software includes userfriendly graphical interface researchers programming experience greatly facilitate ability study vascular networks 3d health disease moreover source code 3dvascnet publicly available thus easily extended analysis 3d vascular networks users