Physiological signals based anxiety detection using ensemble machine learning

V Khullar, RG Tiwari, AK Agarwal, S Dutta - Cyber Intelligence and …, 2022 - Springer
Generalized Anxiety disorder (GAD) is a neurological disorder that is mentioned in the
Diagnostic and Statistical Manual of Mental Disorders, fifth edition (DSM-V), as well as its …

CMOS-based memristor emulator circuits for low-power edge-computing applications

PK Ghosh, SZ Riam, MS Ahmed, P Sundaravadivel - Electronics, 2023 - mdpi.com
In this paper, an optimized memristor emulator circuit is designed, by using nine MOSFET
transistors and a ground capacitor. Our area-and power-optimized emulator circuit can be …

A privacy-preserved IoMT-based mental stress detection framework with federated learning

A Alahmadi, HA Khan, G Shafiq, J Ahmed, B Ali… - The Journal of …, 2024 - Springer
Abstract Internet of Medical Things (IoMT) can be leveraged for periodic sensing and
recording of different health parameters using sensors, wireless communications, and …

Enhancing Emotional Well-Being With IoT Data Solutions for Depression: A Systematic Review

S Zamani, R Sinha, M Nguyen… - IEEE Journal of …, 2025 - ieeexplore.ieee.org
Effectively caring for adults with depression is challenging. While technology offers potential
improvements in emotional well-being through better monitoring, standardised methods to …

[KNJIGA][B] Data Modelling and Analytics for the Internet of Medical Things

R Pandey, P Maurya, R Chiong - 2023 - books.google.com
The emergence of the Internet of Medical Things (IoMT) is transforming the management of
diseases, improving diseases diagnosis and treatment methods, and reducing healthcare …

Tot-mon: A real-time internet of things based affective framework for monitoring infants

A Sallah, P Sundaravadivel - 2020 IEEE Computer Society …, 2020 - ieeexplore.ieee.org
An increase in the number of working parents has led to a higher demand for remotely
monitoring activities of babies through baby monitors. The baby monitors vary from simple …

IoT in modern healthcare systems focused on neuroscience disorders and mental health

S Varsha, K Adalarasu, M Jagannath… - … Technology Solutions for …, 2023 - Elsevier
The healthcare industry plays an essential role in the treatment of patients, providing
services in sustaining and renewing health. With new and advanced developments in …

Solicitudesavvy: An iot-based edge intelligent framework for monitoring anxiety in real-time

P Sundaravadivel, P Wilmoth… - 2021 22nd International …, 2021 - ieeexplore.ieee.org
Anxiety disorders affect more than 18 percent of the population and is the most common
mental illnesses in the US. There is a great demand to address this emerging epidemic with …

IoT-Enabled Wearable Prototype: Detecting Signs of Depression

K Thulasi, S Balakrishnan, L Yue… - Proceedings of the …, 2023 - dl.acm.org
The emergence of the Internet of Things (IoT) offers new possibilities for mental health care,
including remote monitoring and early detection of depressive symptoms. This paper …

i-lete: An IoT-based physical stress monitoring framework for athletes

PK Ghosh, P Sundaravdivel - 2022 23rd International …, 2022 - ieeexplore.ieee.org
Wearable devices are ubiquitous and Internet of Things (IoT) devices have made it possible
by connecting real-time devices to virtual cloud. There are also a tremendous number of IoT …