The detection rate is 94.9% for 2-5mm pulmonary nodules and 99.2% for >5mm pulmonary nodules, breaking the world record of 89.7% created by Alibaba Cloud ET in the international authoritative pulmonary nodule testing contest LUNA16.
Automated importation and formatting of DICOM imagesImage transformation and resizing: Select, zoom, panAutomated segmentation of organ morphology
Region growing image segmentation Connected component labeling Support for vector machine classification Image pyramid Multiscale sliding window detection
Supervised-learning-based, deep neural network technology Multilayer, deep neural network training Multilevel, multi-angle and multidimensional screening