Finite difference numerical method for the superlattice Boltzmann transport equation and case comparison of CPU(C) and GPU(CUDA) implementations

Priimak, Dmitri

doi:10.1016/j.jcp.2014.08.028

Cited by 9 publications

(1 citation statement)

References 22 publications

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“…Since the AR system was lacking such a GPU, this computation had to be performed on a computer. The abovementioned CUDA API makes use of the parallelism available in a GPU [ 25 , 26 ], such as CNN operations, to speed up computations [ 27 ]. This application was developed using Qt (version 5.15) to create the Graphical User Interface (GUI), and OpenCV (version 4.5.5) was utilized to conduct US image processing and lesion segmentation.…”

Section: Methodsmentioning

confidence: 99%

Augmented Reality-Assisted Ultrasound Breast Biopsy

Costa

Ferreira

Araújo

et al. 2023

Sensors

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Breast cancer is the most prevalent cancer in the world and the fifth-leading cause of cancer-related death. Treatment is effective in the early stages. Thus, a need to screen considerable portions of the population is crucial. When the screening procedure uncovers a suspect lesion, a biopsy is performed to assess its potential for malignancy. This procedure is usually performed using real-time Ultrasound (US) imaging. This work proposes a visualization system for US breast biopsy. It consists of an application running on AR glasses that interact with a computer application. The AR glasses track the position of QR codes mounted on an US probe and a biopsy needle. US images are shown in the user’s field of view with enhanced lesion visualization and needle trajectory. To validate the system, latency of the transmission of US images was evaluated. Usability assessment compared our proposed prototype with a traditional approach with different users. It showed that needle alignment was more precise, with 92.67 ± 2.32° in our prototype versus 89.99 ± 37.49° in a traditional system. The users also reached the lesion more accurately. Overall, the proposed solution presents promising results, and the use of AR glasses as a tracking and visualization device exhibited good performance.

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Section: Methodsmentioning

confidence: 99%