Cargando…

Optimization and Validation of a Classification Algorithm for Assessment of Physical Activity in Hospitalized Patients

Low amounts of physical activity (PA) and prolonged periods of sedentary activity are common in hospitalized patients. Objective PA monitoring is needed to prevent the negative effects of inactivity, but a suitable algorithm is lacking. The aim of this study is to optimize and validate a classificat...

Descripción completa

Detalles Bibliográficos
Autores principales:	van Dijk-Huisman, Hanneke C., Bijnens, Wouter, Senden, Rachel, Essers, Johannes M. N., Meijer, Kenneth, Aarts, Jos, Lenssen, Antoine F.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7956397/ https://www.ncbi.nlm.nih.gov/pubmed/33673447 http://dx.doi.org/10.3390/s21051652

Ejemplares similares

Optimization and Validation of an Adjustable Activity Classification Algorithm for Assessment of Physical Behavior in Elderly
por: Bijnens, Wouter, et al.
Publicado: (2019)

The Validation of a Pocket Worn Activity Tracker for Step Count and Physical Behavior in Older Adults during Simulated Activities of Daily Living
por: Ummels, Darcy, et al.
Publicado: (2020)

Development and internal validation of a prediction model to identify older adults at risk of low physical activity levels during hospitalisation: a prospective cohort study
por: van Dijk-Huisman, Hanneke C., et al.
Publicado: (2022)

The Effect of a Smartphone App with an Accelerometer on the Physical Activity Behavior of Hospitalized Patients: A Randomized Controlled Trial
por: van Dijk-Huisman, Hanneke C., et al.
Publicado: (2023)

The effect of perturbation-based balance training on balance control and fear of falling in older adults: a single-blind randomised controlled trial
por: Gerards, Marissa, et al.
Publicado: (2023)

Smartphone App with an Accelerometer Enhances Patients’ Physical Activity Following Elective Orthopedic Surgery: A Pilot Study
por: van Dijk-Huisman, Hanneke C., et al.
Publicado: (2020)

Barriers and enablers to physical activity in patients during hospital stay: a scoping review
por: Geelen, Sven Jacobus Gertruda, et al.
Publicado: (2021)

Barriers and enablers to physical activity behaviour in older adults during hospital stay: a qualitative study guided by the theoretical domains framework
por: van Dijk - Huisman, Hanneke C., et al.
Publicado: (2022)

Comparison of sagittal plane gait characteristics between the overground and treadmill approach for gait analysis in typically developing children
por: Senden, Rachel, et al.
Publicado: (2022)

Dataset of 3D gait analysis in typically developing children walking at three different speeds on an instrumented treadmill in virtual reality
por: Senden, Rachel, et al.
Publicado: (2023)

Clinical validation of a body-fixed 3D accelerometer and algorithm for activity monitoring in orthopaedic patients
por: Lipperts, Matthijs, et al.
Publicado: (2017)

Daily Life Benefits and Usage Characteristics of Dynamic Arm Supports in Subjects with Neuromuscular Disorders
por: Essers, Johannes, et al.
Publicado: (2020)

Optimization algorithms in physics
por: Hartmann, Alexander K, et al.
Publicado: (2002)

New Optimization Algorithms in Physics
por: Hartmann, Alexander K, et al.
Publicado: (2004)

Acceptability of a perturbation-based balance training programme for falls prevention in older adults: a qualitative study
por: Gerards, Marissa H G, et al.
Publicado: (2022)

Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets
por: John, Manuel, et al.
Publicado: (2023)

A Validated Classification for External Immobilization of the Cervical Spine
por: Holla, Micha, et al.
Publicado: (2013)

Derivation and Validation of an Algorithmic Classification of Early Cognitive Impairment
por: Gross, Alden, et al.
Publicado: (2021)

Adaptability to Balance Perturbations During Walking as a Potential Marker of Falls History in Older Adults
por: Gerards, Marissa H. G., et al.
Publicado: (2021)

Validation of three deformable image registration algorithms for the thorax
por: Latifi, Kujtim, et al.
Publicado: (2013)

Perturbation-based balance training to improve balance control and reduce falls in older adults – study protocol for a randomized controlled trial
por: Gerards, Marissa H. G., et al.
Publicado: (2021)

Classification algorithm for congenital Zika Syndrome: characterizations, diagnosis and validation
por: Veiga, Rafael V., et al.
Publicado: (2021)

Lower limb muscle fatigue after uphill walking in children with unilateral spastic cerebral palsy
por: Moll, I., et al.
Publicado: (2022)

Exercise training as part of multidisciplinary rehabilitation in cancer survivors: an observational study on changes in physical performance and patient-reported outcomes
por: Weemaes, Anouk T. R., et al.
Publicado: (2022)

Effect of a semirigid thoracolumbar orthosis on gait and sagittal alignment in patients with an osteoporotic vertebral compression fracture
por: Jacobs, Eva, et al.
Publicado: (2019)

Commentary: Older adults can improve compensatory stepping with repeated postural perturbations
por: McCrum, Christopher, et al.
Publicado: (2016)

Evolutionary Algorithm Based Feature Optimization for Multi-Channel EEG Classification
por: Wang, Yubo, et al.
Publicado: (2017)

Genetic algorithm for the optimization of features and neural networks in ECG signals classification
por: Li, Hongqiang, et al.
Publicado: (2017)

An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification
por: Wang, Hong, et al.
Publicado: (2020)

Semi-supervised associative classification using ant colony optimization algorithm
por: Awan, Hamid Hussain, et al.
Publicado: (2021)

Breast Cancer Classification Depends on the Dynamic Dipper Throated Optimization Algorithm
por: Alhussan, Amel Ali, et al.
Publicado: (2023)

Monitoring aerobic capacity in cancer survivors using self-reported questionnaires: criterion validity and responsiveness
por: Weemaes, Anouk T.R., et al.
Publicado: (2023)

Combinatorial optimization: algorithms and complexity
por: Papadimitriou, Christos H, et al.
Publicado: (1998)

Reliability of classification for post-traumatic ankle osteoarthritis
por: Claessen, Femke M. A. P., et al.
Publicado: (2015)

Study on Optimized Elman Neural Network Classification Algorithm Based on PLS and CA
por: Jia, Weikuan, et al.
Publicado: (2014)

New Dandelion Algorithm Optimizes Extreme Learning Machine for Biomedical Classification Problems
por: Li, Xiguang, et al.
Publicado: (2017)

Binary Classification Quantum Neural Network Model Based on Optimized Grover Algorithm
por: Zhao, Wenlin, et al.
Publicado: (2022)

Development and validation of a deep learning-based protein electrophoresis classification algorithm
por: Lee, Nuri, et al.
Publicado: (2022)

Validity of Algorithm for Classification of In- and Outpatient Hospital Contacts in the Danish National Patient Registry
por: Skjøth, Flemming, et al.
Publicado: (2022)

Validation of the influence of biosignals on performance of machine learning algorithms for sleep stage classification
por: Choi, Junggu, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_90hm873l4kgsuhgvrmolrtcreq