Ambient assisted living: a review of technologies, methodologies and future perspectives for healthy aging of population

G Cicirelli, R Marani, A Petitti, A Milella, T D'Orazio - Sensors, 2021 - mdpi.com
Over the last decade, there has been considerable and increasing interest in the
development of Active and Assisted Living (AAL) systems to support independent living. The …

A review of wearable sensors based fall-related recognition systems

J Liu, X Li, S Huang, R Chao, Z Cao, S Wang… - … Applications of Artificial …, 2023 - Elsevier
Falls are an important factor in significantly deteriorating quality of life of older adults,
consequently leading to both physical and psychological harm. A wearable-based fall …

Machine learning in medical emergencies: a systematic review and analysis

IR Mendo, G Marques, I de la Torre Díez… - Journal of Medical …, 2021 - Springer
Despite the increasing demand for artificial intelligence research in medicine, the
functionalities of his methods in health emergency remain unclear. Therefore, the authors …

Enhancing elderly fall detection through IoT-enabled smart flooring and AI for independent living sustainability

HA Alharbi, KK Alharbi, CAU Hassan - Sustainability, 2023 - mdpi.com
In the realm of sustainable IoT and AI applications for the well-being of elderly individuals
living alone in their homes, falls can have severe consequences. These consequences …

Ambient assisted living for frail people through human activity recognition: state-of-the-art, challenges and future directions

BMV Guerra, E Torti, E Marenzi, M Schmid… - Frontiers in …, 2023 - frontiersin.org
Ambient Assisted Living is a concept that focuses on using technology to support and
enhance the quality of life and well-being of frail or elderly individuals in both indoor and …

Student satisfaction and churn predicting using machine learning algorithms for EdTech course

R Paul, MR Rashmi - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
EdTech courses are believed to provide industry-oriented practical skills to the students to
bridge the gap between academics and the industry. They also provide supporting …

A Cost-Effective Fall-Detection Framework for the Elderly Using Sensor-Based Technologies

CAU Hassan, FK Karim, A Abbas, J Iqbal, H Elmannai… - Sustainability, 2023 - mdpi.com
Falls are critical events among the elderly living alone in their rooms and can have intense
consequences, such as the elderly person being left to lie for a long time after the fall …

Enhancing fall prediction in the elderly people using LBP features and transfer learning model

M Umer, AA Alarfaj, EA Alabdulqader, S Alsubai… - Image and Vision …, 2024 - Elsevier
In an era where the detection and prevention of falls are crucial for the well-being of elderly
and vulnerable individuals, achieving high accuracy in identifying such incidents is of utmost …

Human fall detection with wearable sensors using ml algorithms

A Sowmya, AS Pillai - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
In the healthcare systems, wearable technology is enhanced by continuously monitoring
people's physical activities and behaviors in daily life. A wearable system has two …

[HTML][HTML] Low-Cost Non-Wearable Fall Detection System Implemented on a Single Board Computer for People in Need of Care

V Vargas, P Ramos, EA Orbe, M Zapata… - Sensors, 2024 - mdpi.com
This work aims at proposing an affordable, non-wearable system to detect falls of people in
need of care. The proposal uses artificial vision based on deep learning techniques …