US-Pro: An Application Enabling Efficient, High-Throughput Ultrasound Video Processing.
Adrian D HaimovichZachary LehmannR Andrew TaylorPublished in: Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine (2019)
We describe a new graphical user interface-based application, US-Pro, designed to enable customized, high-throughput ultrasound video anonymization and dynamic cropping before output to video or high-efficiency disk storage. This application is distributed in a Docker container environment, which supports facile software installation on the most commonly used operating systems, as well as local processing of data sets, precluding the external transfer of electronic protected health information. The US-Pro application will facilitate the reproducible production of large-scale ultrasound video data sets for varied applications, including machine-learning analysis, educational distribution, and quality assurance review.
Keyphrases
- high throughput
- health information
- high efficiency
- magnetic resonance imaging
- machine learning
- anti inflammatory
- big data
- electronic health record
- social media
- ultrasound guided
- contrast enhanced ultrasound
- healthcare
- artificial intelligence
- computed tomography
- deep learning
- gold nanoparticles
- reduced graphene oxide