The invention belongs to the technical field of
medical imaging and digital twinning, and discloses a
thoracic cavity whole
organ system level
lung four-dimensional EIT detection digital motif and a
library building method, and the method comprises the following steps: S1) segmenting multiple organs such as double lungs, heart, sternum, rib and thoracic
vertebra central axis skeleton, main
bronchus and
esophagus based on an individual CT image, and building a three-dimensional geometric model integrated with an EIT
electrode array; s2) simulating
breathing dynamic deformation by using a
solid mechanical model; s3) establishing a
coupling relationship between deformation and
conductivity, and generating dynamic three-dimensional
conductivity distribution; s4) solving an
electromagnetic field positive problem, and generating a virtual EIT
voltage database synchronous with
respiration; the invention also covers
pathological model integration and data enhancement strategies. According to the method, a high-fidelity, large-scale and diversified EIT virtual
data set can be generated, core data support is provided for training and verifying an AI intelligent
reconstruction algorithm, and a model foundation is laid for developing a
lung function dynamic digital twinning
system.