Ultrasound-guided needle tracking with deep learning: A novel approach with photoacoustic ground truth.

"code availability the source code of the uiu-net is available at github: https://github com/deeplearningbilab/ultrasound-guided-needle-tracking-with-deep-learning and the datasets can be downloaded from open science framework (osf): https://doi org/10 17605/osf io/7dmq4 . code availability the source code of the uiu-net is available at github: https://github com/deeplearningbilab/ultrasound-guided-needle-tracking-with-deep-learning and the datasets can be downloaded from open science framework (osf): https://doi org/10 17605/osf io/7dmq4 ."

"code availability the source code of the uiu-net is available at github: https://github com/deeplearningbilab/ultrasound-guided-needle-tracking-with-deep-learning and the datasets can be downloaded from open science framework (osf): https://doi org/10 17605/osf io/7dmq4 ."

"Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper."

"Funding This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors."