# Cascaded one-shot deformable convolutional neural networks: Developing a deep learning model for respiratory motion estimation in ultrasound sequences

> Research article (Medical Image Analysis, 2020) · cited 50× · AI/ML

**Wikidata**: [openalex:W3043500847](https://www.wikidata.org/wiki/openalex:W3043500847)  
**Source**: https://4ort.xyz/entity/cascaded-one-shot-deformable-convolutional-neural-networks-developing-a-deep-learning-model-for-respiratory-motion-estim