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Works (3)
Updated: April 5th, 2024 17:29
2023 journal article
An open-source framework for synthetic post-dive Doppler ultrasound audio generation
PLOS ONE, 18(4).
TL;DR:
A method to generate synthetic post-dive data using DU signals collected in both precordium and subclavian vein with varying degrees of bubbling matching field-standard grading metrics is developed, allowing for researchers to tune the produced dataset for their desired purpose.
(via Semantic Scholar)
open access via doi.org (publisher)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: July 10, 2023
2023 journal article
Development of a graphical user interface for automatic separation of human voice from Doppler ultrasound audio in diving experiments
PLOS ONE, 18(8).
TL;DR:
A graphical user interface (GUI) to perform automatic speech recognition and aid in Non-speech and Speech separation and has the potential to significantly accelerate the reuse of previously-acquired datasets is developed.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: October 16, 2023
2022 journal article
Deep Learning-Based Venous Gas Emboli Grade Classification in Doppler Ultrasound Audio Recordings
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 70(5), 1436–1446.
author keywords: Ultrasonic imaging; Doppler effect; Ultrasonic variables measurement; Recording; Deep learning; Monitoring; Blood; Decompression bubble; decompression stress; diving research; squeeze-and-excitation deep learning model
MeSH headings : Humans; Decompression Sickness; Deep Learning; Sound Recordings; Embolism, Air / diagnostic imaging; Ultrasonography, Doppler
TL;DR:
The present work demonstrates the first application of deep-learning for DU VGE grading using a combination of synthetic and real-world data and can contribute to accelerating DU analysis for decompression research.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: June 26, 2023
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