Machine learning and AI technologies for smart wearables

KP Seng, LM Ang, E Peter, A Mmonyi - Electronics, 2023 - mdpi.com
The recent progress in computational, communications, and artificial intelligence (AI)
technologies, and the widespread availability of smartphones together with the growing …

Practicing digital gastroenterology through phonoenterography leveraging artificial intelligence: future perspectives using microwave systems

R Redij, A Kaur, P Muddaloor, AK Sethi, K Aedma… - Sensors, 2023 - mdpi.com
Production of bowel sounds, established in the 1900s, has limited application in existing
patient-care regimes and diagnostic modalities. We review the physiology of bowel sound …

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 …

A lightweight deep learning based bowel sounds segmentation algorithm for gastrointestinal (GI) monitoring

M Zhang, X Cui, L Zhao, X He, Y Shi, J Yang… - … Applications of Artificial …, 2024 - Elsevier
Segmentation of bowel sounds (BS) events is a significant task of automatic BS monitoring.
Recently, deep learning (DL) has been utilized to realize the segmentation of BS events …

Boosting low-resource speech recognition in air traffic communication via pretrained feature aggregation and multi-task learning

D Guo, Z Zhang, B Yang, J Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Developing a robust Automatic Speech Recognition (ASR) system usually requires a large
amount of well-annotated samples which is extremely hard to build in the Air Traffic Control …

[HTML][HTML] Multiscale Bowel Sound Event Spotting in Highly Imbalanced Wearable Monitoring Data: Algorithm Development and Validation Study

A Baronetto, L Graf, S Fischer, MF Neurath, O Amft - JMIR AI, 2024 - ai.jmir.org
Background: Abdominal auscultation (ie, listening to bowel sounds (BSs)) can be used to
analyze digestion. An automated retrieval of BS would be beneficial to assess …

Wearable Sensors for Vital Signs: A Review of 20 Years and Future Directions

Y Suo, H Guo, R Yu, Y Zhao - Integrated Circuits and Systems, 2024 - ieeexplore.ieee.org
This paper presents a comprehensive review of the advancements of wearables over 20
years and explores future directions in the field. The review focuses on the evolving needs …

[PDF][PDF] Machine Learning and AI Technologies for Smart Wearables. Electronics 2023, 12, 1509

KP Seng, LM Ang, E Peter, A Mmonyi - 2023 - research.usc.edu.au
The recent progress in computational, communications, and artificial intelligence (AI)
technologies, and the widespread availability of smartphones together with the growing …

Sistem Identifikasi Kesehatan Pencernaan Berdasar Suara Usus Menggunakan Embedded System

RA Fabiana, BH Prasetio, E Setiawan… - … Informasi dan Ilmu …, 2023 - jtiik.ub.ac.id
Ileus adalah salah satu penyakit usus yang disebabkan oleh tersumbatnya lumen usus
akibat berhentinya gerak peristaltik di dalam usus. Jika tidak ditangani dengan cepat, Ileus …