# Combining MRF-based deformable registration and deep binary 3D-CNN descriptors for large lung motion estimation in COPD patients

> Research article (International Journal of Computer Assisted Radiology and Surgery, 2018) · cited 41× · AI/ML

**Wikidata**: [openalex:W2901217788](https://www.wikidata.org/wiki/openalex:W2901217788)  
**Source**: https://4ort.xyz/entity/combining-mrf-based-deformable-registration-and-deep-binary-3d-cnn-descriptors-for-large-lung-motion-estimation-in-copd-