[HTML][HTML] Automated bowel sound analysis: an overview

JK Nowak, R Nowak, K Radzikowski, I Grulkowski… - Sensors, 2021 - mdpi.com
Despite technological progress, we lack a consensus on the method of conducting
automated bowel sound (BS) analysis and, consequently, BS tools have not become …

[HTML][HTML] Automated bowel sound and Motility analysis with CNN using a smartphone

Y Kutsumi, N Kanegawa, M Zeida, H Matsubara… - Sensors, 2022 - mdpi.com
Bowel sound (BS) is receiving more attention as an indicator of gut health since it can be
acquired non-invasively. Current gut health diagnostic tests require special devices that are …

[HTML][HTML] Continuous glucose monitoring for automatic real-time assessment of eating events and nutrition: a scoping review

J Brummer, C Glasbrenner… - Frontiers in …, 2024 - frontiersin.org
Background Accurate dietary assessment remains a challenge, particularly in free-living
settings. Continuous glucose monitoring (CGM) shows promise in optimizing the …

[HTML][HTML] Analysis of gastrointestinal acoustic activity using deep neural networks

J Ficek, K Radzikowski, JK Nowak, O Yoshie… - Sensors, 2021 - mdpi.com
Automated bowel sound (BS) analysis methods were already well developed by the early
2000s. Accuracy of~ 90% had been achieved by several teams using various analytical …

[HTML][HTML] An empirical wavelet transform-based approach for motion artifact removal in electroencephalogram signals

AB Nayak, A Shah, S Maheshwari, V Anand… - Decision Analytics …, 2024 - Elsevier
Motion artifacts reduce the quality of information in the electroencephalogram (EEG) signals.
In this study, we have developed an effective approach to mitigate the motion artifacts in …

Data-driven classifiers for early meal detection using ECG

MA Cheema, P Patil, SI Siddiqui, PS Rossi… - IEEE Sensors …, 2023 - ieeexplore.ieee.org
This letter investigates the potential of the electrocardiogram to perform early meal detection,
which is critical for developing a fully-functional automatic artificial pancreas. The study was …

Low-order nonlinear animal model of glucose dynamics for a bihormonal intraperitoneal artificial pancreas

C Lopez-Zazueta, Ø Stavdahl… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Objective: The design of an Artificial Pancreas (AP) to regulate blood glucose levels requires
reliable control methods. Model Predictive Control has emerged as a promising approach …

Heart Rate Extraction from Abdominal Audio Signals

J Stuchbury-Wass, E Bondareva… - ICASSP 2023-2023 …, 2023 - ieeexplore.ieee.org
Abdominal sounds (ABS) have been traditionally used for assessing gastrointestinal (GI)
disorders. However, the assessment requires a trained medical professional to perform …

Stress inference from abdominal sounds using machine learning

E Bondareva, M Constantinides… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Stress is often considered the 21 st century's epidemic, affecting more than a third of the
globe's population. Long-term exposure to stress has significant side effects on physical and …

Eating activity monitoring in home environments using smartphone-based video recordings

C Wang, TS Kumar, G Markvoort, J Caby… - … on Digital Image …, 2022 - ieeexplore.ieee.org
Food intake monitoring plays an important role in personal dietary systems. Existing video
based eating activity monitoring systems typically use recordings taken with an identical …