Fig. 1: Dataset, NCLS workflow, and study design.
From: Deep learning approach for screening neonatal cerebral lesions on ultrasound in China
a Dataset division and sources, as well as the images, videos, and scanning methods used to acquire imaging data for each case. b The workflow of the NCLS inference. The system inputs CUS videos and outputs extracted standard views and severity diagnosis results. c The workflow of the comparison of NCLS and radiologists. d Comparison of junior radiologists with and without AI assistance. e Blind and randomized trial of junior radiologists versus AI. f Evaluation of NCLS on blind-sweep data. NCLS, neonatal cerebral lesions screening. AHV anterior horn view, TVV third ventricle view, BV body view of the lateral ventricle, MSV midsagittal view, RPSV right parasagittal view, LPSV left parasagittal view. Icons by Icons8.
