Surface electromyography and artificial intelligence for human activity recognition-A systematic review on methods, emerging trends applications, challenges, and …

GJ Rani, MF Hashmi, A Gupta - IEEE Access, 2023 - ieeexplore.ieee.org
Human activity recognition (HAR) has become increasingly popular in recent years due to its
potential to meet the growing needs of various industries. Electromyography (EMG) is …

[HTML][HTML] Human Activity Recognition Using Hybrid Coronavirus Disease Optimization Algorithm for Internet of Medical Things

AM Khalid, DS Khafaga, EA Aldakheel, KM Hosny - Sensors, 2023 - mdpi.com
Background: In our current digital world, smartphones are no longer limited to
communication but are used in various real-world applications. In the healthcare industry …

[HTML][HTML] Improving EEG major depression disorder classification using FBSE coupled with domain adaptation method based machine learning algorithms

H Mohammed, M Diykh - Biomedical Signal Processing and Control, 2023 - Elsevier
Major depression disorder (MDD) has become the leading mental disorder worldwide.
Medical reports have shown that people with depression exhibit abnormal wave patterns in …

Comprehensive Database for Food-Gut Microbiota-Disease Interactions (FGMDI) Analysis and Dietary Recommendation Applications

H Zhang, J Zhang, L Zhao, B Yu, H Zhang, W Lu, J Zhu - Food Bioscience, 2024 - Elsevier
Regulating gut microbiota through dietary recommendations is crucial in health
management. Traditional approaches for identifying diet–microbe–disease links are often …

Time series modeling and forecasting of epidemic spreading processes using deep transfer learning

D Xue, M Wang, F Liu, M Buss - Chaos, Solitons & Fractals, 2024 - Elsevier
Traditional data-driven methods for modeling and predicting epidemic spreading typically
operate in an independent and identically distributed setting. However, epidemic spreading …

Activity recognition and IoT-based analysis using time series and CNN

N Beemkumar, S Gupta, S Bhardwaj… - … of Research on …, 2023 - igi-global.com
Using time series data obtained from accelerometer and gyroscope sensors on an iPhone
6s, the authors address the topic of human activity and attribute detection. The collection …

Face Recognition of Live-Feed Imagery Using the Viola-Jones Algorithm

MB Savadatti, AS Bale, N Ghorpade… - … on Circuits, Power …, 2023 - ieeexplore.ieee.org
This paper proposes the design, execution and testing of a live facial detection and
recognition system. The system is intended to detect a face from live footage as an …

A Robust Approach for Parkinson Disease Detection from Voice Signal

SKD Alkhafaji, S Jalal - International Conference on Health Information …, 2023 - Springer
Parkinson's disease (PD) is a common brain disorder that is associated with slow speech
and difficulty with articulation. Mainly, clinical experts analyse patient's voice to detect PD. In …