[HTML][HTML] Scikit digital health: Python package for streamlined wearable inertial sensor data processing

L Adamowicz, Y Christakis, MD Czech… - JMIR mHealth and …, 2022 - mhealth.jmir.org
Wearable inertial sensors are providing enhanced insight into patient mobility and health.
Significant research efforts have focused on wearable algorithm design and deployment in …

How much data is enough? A reliable methodology to examine long-term wearable data acquisition in gait and postural sway

BM Meyer, P Depetrillo, J Franco, N Donahue, SR Fox… - Sensors, 2022 - mdpi.com
Wearable sensors facilitate the evaluation of gait and balance impairment in the free-living
environment, often with observation periods spanning weeks, months, and even years. Data …

Evaluation of unsupervised 30-second chair stand test performance assessed by wearable sensors to predict fall status in multiple sclerosis

LJ Tulipani, B Meyer, D Allen, AJ Solomon… - Gait & posture, 2022 - Elsevier
Background One in two people with multiple sclerosis (PwMS) will fall in a three-month
period. Predicting which patients will fall remains a challenge for clinicians. Standardized …

The sit-to-stand transition as a biomarker for impairment: Comparison of instrumented 30-second chair stand test and daily life transitions in multiple sclerosis

LJ Tulipani, B Meyer, S Fox, AJ Solomon… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Falls and mobility deficits are common in people with multiple sclerosis (PwMS) across all
levels of clinical disability. However, functional mobility observed in supervised settings may …

Advancing digital medicine with Wearables in the wild

RS McGinnis, EW McGinnis - Sensors, 2022 - mdpi.com
This editorial provides a concise overview of the use and importance of wearables in the
emerging field of digital medicine. We discuss best practices for evaluation of these …

The Role of Muscle Strength in the Sit‐to‐Stand Task in Parkinson's Disease

JF Baizabal-Carvallo, M Alonso-Juarez… - Parkinson's …, 2023 - Wiley Online Library
Background. Rising from a chair or the sit‐to‐stand (STS) task is frequently impaired in
individuals with Parkinson's disease (PD). These patients commonly attribute such …

Digital phenotypes of instability and fatigue derived from daily standing transitions in persons with multiple sclerosis

T VanDyk, B Meyer, P DePetrillo… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Impairment in persons with multiple sclerosis (PwMS) can often be attributed to symptoms of
motor instability and fatigue. Symptom monitoring and queued interventions often target …

Enhancing spatial navigation skills in mild cognitive impairment patients: a usability study of a new version of ANTaging software

C Stramba-Badiale, C Tuena, KM Goulene… - Frontiers in Human …, 2024 - frontiersin.org
Introduction Mild Cognitive Impairment (MCI) often presents challenges related to spatial
navigation and retention of spatial information. Navigating space involves intricate …

Automated Multicohort Mobility Assessment with an Instrumented L-test (iL-test)

J Albites-Sanabria, P Palumbo… - … on Neural Systems …, 2025 - ieeexplore.ieee.org
The L-test is a performance-based measure to assess balance and mobility. Currently, the
primary outcome from this test is the time required to finish it. In this study we present the …

A low-cost video-based system for neurodegenerative disease detection by mobility test analysis

G Cicirelli, T D'Orazio - Applied Sciences, 2022 - mdpi.com
The observation of mobility tests can greatly help neurodegenerative disease diagnosis. In
particular, among the different mobility protocols, the sit-to-stand (StS) test has been …