and machine-learning models

The dataset of photoplethysmography signals collected from a pulse sensor to measure blood glucose level

Non-invasive monitoring and surveillance methods of blood glucose measurement can provide ease of use and simplicity for different individuals while reducing the risks and damages of invasive methods. The non-invasive method based on photoplethysmography (PPG) signal is one of the innovative methods on this topic which numerous studies have been conducted by research centers and various companies. However, due to various reasons, the reviewed dataset was not available and no standard dataset has been published on this topic.

Categories:
Biomedical and Health Sciences
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Respiratory Sound Track Grand Challenge 2024: Respiratory Sound Compression and Event Detection for SPRSound Dataset

Respiratory diseases are major global killers, demanding early diagnosis for effective management. Digital stethoscopes offer promise, but face limitations in storage and transmission. A compressive sensing-based compression algorithm is needed to address these constraints. Meanwhile, fast-reconstruction CS algorithms are sought to balance speed and fidelity. Sound event detection algorithms are crucial for identifying abnormal lung sounds and augmenting diagnostic accuracy. Integrating these technologies can revolutionize respiratory disease management, enhancing patient outcomes.

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Biophysiological Signals
Submitted On: 
Fri, 03/01/2024 - 03:03
Last Updated On: 
Fri, 05/31/2024 - 07:30

Respiratory Sound Track Grand Challenge 2023: Respiratory Sound Classification for SPRSound Dataset

Globally, respiratory diseases are the leading cause of death, making it essential to develop an automatic respiratory sounds software to speed up diagnosis and reduce physician workload. A recent line of attempts have been proposed to predict accurately, but they have yet been able to provide a satisfactory generalization performance. In this contest, we invited the community to develop more accurate and generalized respiratory sound algorithms. A starter code is provided to standardize the submissions and lower the barrier.

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Biophysiological Signals
Submitted On: 
Tue, 02/20/2024 - 01:21
Last Updated On: 
Mon, 04/01/2024 - 08:51