Extended Data Fig. 2: DELiVR pre-processing automatically removes artefacts.
From: Virtual reality-empowered deep-learning analysis of brain cells
a-c, Horizontal view of an original image slice (a), the proposed mask (b) and the masked image slice generated (c). Scale bar = 1âmm. d, Architecture of the c-Fos deep-learning network; a MONAI 3D BasicUNet. e, Quantitative comparison (instance precision and sensitivity) of segmentation performance between deep-learning architectures and DELiVRâs 3D BasicUNet. f, Segmentation performance of non-deep-learning methods and DELiVR (Scores for DELiVR are the same as used in e).
