HIPPO: Pervasive Hand-Grip Estimation from Everyday Interactions

Z Yin, M Liyanage, AR Ottun, S Paul, A Zuniga… - Proceedings of the …, 2023 - dl.acm.org
Hand-grip strength is widely used to estimate muscle strength and it serves as a general
indicator of the overall health of a person, particularly in aging adults. Hand-grip strength is …

Modeling users' cognitive performance using digital pen features

A Prange, D Sonntag - Frontiers in Artificial Intelligence, 2022 - frontiersin.org
Digital pen features model characteristics of sketches and user behavior, and can be used
for various supervised machine learning (ML) applications, such as multi-stroke sketch …

ParkinsonCom project: towards a software communication tool for people with Parkinson's disease

KM de Oliveira, E Batselé, S Lepreux, E Buchet… - … Conference on Human …, 2021 - Springer
Parkinson's disease (PD) is the second most prevalent neurodegenerative disease in the
world. Impacts of the disease on both quality of life and social participation make it a major …

Designing for Participatory Data Governance: Insights from People with Parkinson's

P Kulkarni, R Kirkham, L Wu, R McNaney - Proceedings of the 2024 …, 2024 - dl.acm.org
In today's age of data-driven healthcare, the growing utilization of health data to inform
critical aspects of patient care and medical research places an ever increasing significance …

[HTML][HTML] Architecture-Aware Augmentation: A Hybrid Deep Learning and Machine Learning Approach for Enhanced Parkinson's Disease Detection

M Khedimi, T Zhang, H Merzougui, X Zhao, Y Geng… - Bioengineering, 2024 - mdpi.com
Parkinson's Disease (PD) is a progressive neurodegenerative disorder affecting millions
worldwide. Early detection is crucial for improving patient outcomes. Spiral drawing analysis …

Explainable automatic evaluation of the trail making test for dementia screening

A Prange, M Barz, A Heimann-Steinert… - Proceedings of the 2021 …, 2021 - dl.acm.org
The Trail Making Test (TMT) is a frequently used neuropsychological test for assessing
cognitive performance. The subject connects a sequence of numbered nodes by using a …

Assessing cognitive test performance using automatic digital pen features analysis

A Prange, D Sonntag - Proceedings of the 29th ACM Conference on …, 2021 - dl.acm.org
Most cognitive assessments, for dementia screening for example, are conducted with a pen
on normal paper. We record these tests with a digital pen as part of a new interactive …

[PDF][PDF] Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's Disease.

Y Wei, B Zhu, C Hou, C Zhang, Y Sui - IJCAI, 2021 - ijcai.org
Diagnosis and treatment for Parkinson's disease rely on the evaluation of motor functions,
which is expensive and time consuming when performing at clinics. It is also difficult for …

Vers une conception centrée sur l'utilisateur ayant un profil évolutif: Une étude de cas avec des personnes atteintes de la maladie de parkinson: Towards a user …

S Lepreux, K Apedo, KM Oliveira - … of the 32nd Conference on l' …, 2021 - dl.acm.org
Fournir une assistance aux personnes atteintes de maladies évolutives, comme la maladie
de Parkinson, représente un défi majeur. Les besoins de ces utilisateurs changent d'un …

LightGBM Model based Parkinson's Disease Detection by using Spiral Drawings

GVD Kumar, V Deepa, N Vineela… - … Conference on I …, 2022 - ieeexplore.ieee.org
People with Parkinson's disease are typically diagnosed with a long-term prognosis. It is
caused by the lack of the chemical dopamine, which is responsible for regulating various …