Medical physicsUltrasonographyImagingThree-DimensionalHumansNeural Networks
Trackerless 3D ultrasound volume reconstruction from 2D freehand scans using a hybrid transformer-CNN framework.
Wenfeng He, Richard L J Qiu, Chulong Zhang, Keyur D Shah, Tonghe Wang, Ashesh B Jani, Tian Liu, Pretesh Patel, Xiaofeng Yang
Published: 202510.1002/mp.70103
Abstract
BACKGROUND: Generating three-dimensional (3D) ultrasound (US) data from conventional two-dimensional (2D) freehand acquisitions typically necessitates external tracking systems to ascertain probe positioning. However, these hardware-based solutions o…
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