Towards a digitally connected body for holistic and continuous health insight

P Gutruf - Communications Materials, 2024 - nature.com
The digitally connected body with clinical grade multimodal and multisite biosignal
acquisition is a key goal of the wearable device communities, which will enable advanced …

A Novel EEG-based Parkinson's Disease Detection Model using Multiscale Convolutional Prototype Networks

L Qiu, J Li, L Zhong, W Feng, C Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Objective and accurate detection of Parkinson's disease (PD) is crucial for timely
intervention and treatment. Electroencephalography (EEG) has been proven to characterize …

Wearable-sensor-based weakly supervised Parkinson's disease assessment with data augmentation

P Yue, Z Li, M Zhou, X Wang, P Yang - Sensors, 2024 - mdpi.com
Parkinson's disease (PD) is the second most prevalent dementia in the world. Wearable
technology has been useful in the computer-aided diagnosis and long-term monitoring of …

AutoHealth: Advanced LLM-Empowered Wearable Personalized Medical Butler for Parkinson's Disease Management

L Cardenas, K Parajes, M Zhu… - 2024 IEEE 14th Annual …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD), a leading neurodegenerative disorder, profoundly impacts
millions globally. It causes a variety of physical challenges, cognitive impairments, and …

PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare

CH Li, NK Jha - arXiv preprint arXiv:2403.08197, 2024 - arxiv.org
We propose PAGE, a domain-incremental adaptation strategy with past-agnostic generative
replay for smart healthcare. PAGE enables generative replay without the aid of any …

Exploiting smartphone voice recording as a digital biomarker for Parkinson's disease diagnosis

T He, J Chen, X Xu, W Wang - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
With the progress of smart medicine, more and more easily measured signals are becoming
digital biomarkers for healthcare monitoring. This article employs smartphone voice …

A Dynamic Prediction Framework for Urban Public Space Vitality: From Hypothesis to Algorithm and Verification

Y Liu, X Guo - Sustainability, 2024 - mdpi.com
Predicting and assessing the vitality of public urban spaces is crucial for effective urban
design, aiming to prevent issues such as “ghost streets” and minimize resource wastage …

IMNMAGN: Integrative Multimodal Approach for Enhanced Detection of Neurodegenerative Diseases Using fusion of Multidomain Analysis with Graph Networks

RV Anand, TS Priyan, MG Brahmam, B Balusamy… - IEEE …, 2024 - ieeexplore.ieee.org
The burgeoning field of neurodegenerative disease detection and management
necessitates the development of robust and comprehensive diagnostic approaches. Existing …

A Novel Energy-Based Composite Index for Assessing Motor State in Parkinson's Disease by Means of IMU-Based Digital Health Technology

C Carissimo, G Cerro, G Miele… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neurodegenerative disorder in which dopaminergic
medications, such as levodopa, are typically used to improve motor symptoms and the …

A Low-Cost Edge Computing Device for Real-Time Detection of Motor Symptoms in Neurodegenerative Diseases Using Machine Learning

C Carissimo, G Cerro, K Komici, G Miele… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Diseases like Parkinson's affect a non-negligible percentage of elder people worldwide.
Affected people life quality strictly depends on the disease progression and counteractions …