4.6 Article

Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning

Related references

Note: Only part of the references are listed.
Article Clinical Neurology

Long-term unsupervised mobility assessment in movement disorders

Elke Warmerdam et al.

LANCET NEUROLOGY (2020)

Article Clinical Neurology

Tossing and Turning in Bed: Nocturnal Movements in Parkinson's Disease

Anat Mirelman et al.

MOVEMENT DISORDERS (2020)

Article Multidisciplinary Sciences

The detection of age groups by dynamic gait outcomes using machine learning approaches

Yuhan Zhou et al.

SCIENTIFIC REPORTS (2020)

Editorial Material Clinical Neurology

The New Normal in Clinical Trials: Decentralized Studies

E. Ray Dorsey et al.

ANNALS OF NEUROLOGY (2020)

Article Geriatrics & Gerontology

Analysis of Free-Living Gait in Older Adults With and Without Parkinsons Disease and With and Without a History of Falls: Identifying Generic and Disease-Specific Characteristics

Silvia Del Din et al.

JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES (2019)

Review Clinical Neurology

Gait impairments in Parkinson's disease

Anat Mirelman et al.

LANCET NEUROLOGY (2019)

Article Clinical Neurology

Dual vs. Single Tasking During Circular Walking: What Better Reflects Progression in Parkinson's Disease?

M. Encarna Mico-Amigo et al.

FRONTIERS IN NEUROLOGY (2019)

Article Clinical Neurology

Subtle gait and balance impairments occur in idiopathic rapid eye movement sleep behavior disorder

Kaylena A. Ehgoetz Martens et al.

MOVEMENT DISORDERS (2019)

Article Engineering, Biomedical

Analysis of Big Data in Gait Biomechanics: Current Trends and Future Directions

Angkoon Phinyomark et al.

JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING (2018)

Article Clinical Neurology

Integration of technology-based outcome measures in clinical trials of Parkinson and other neurodegenerative diseases

Carlo Alberto Artusi et al.

PARKINSONISM & RELATED DISORDERS (2018)

Article Clinical Neurology

Gait analysis and clinical correlations in early Parkinson's disease

Michele Pistacchi et al.

FUNCTIONAL NEUROLOGY (2017)

Article Computer Science, Information Systems

Sensor-Based Gait Parameter Extraction With Deep Convolutional Neural Networks

Julius Hannink et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2017)

Article Geriatrics & Gerontology

Evaluation of the turning characteristics according to the severity of Parkinson disease during the timed up and go test

Minji Son et al.

AGING CLINICAL AND EXPERIMENTAL RESEARCH (2017)

Proceedings Paper Computer Science, Artificial Intelligence

A Random Forest Method to Detect Parkinson's Disease via Gait Analysis

Koray Acici et al.

ENGINEERING APPLICATIONS OF NEURAL NETWORKS, EANN 2017 (2017)

Article Biochemical Research Methods

A Novel Method to Detect Functional microRNA Regulatory Modules by Bicliques Merging

Cheng Liang et al.

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS (2016)

Article Engineering, Biomedical

The quality of turning in Parkinson's disease: a compensatory strategy to prevent postural instability?

Sabato Mellone et al.

JOURNAL OF NEUROENGINEERING AND REHABILITATION (2016)

Article Clinical Neurology

Arm swing as a potential new prodromal marker of Parkinson's disease

Anat Mirelman et al.

MOVEMENT DISORDERS (2016)

Review Clinical Neurology

Unmasking levodopa resistance in Parkinson's disease

Jorik Nonnekes et al.

MOVEMENT DISORDERS (2016)

Review Clinical Neurology

MDS clinical diagnostic criteria for Parkinson's disease

Ronald B. Postuma et al.

MOVEMENT DISORDERS (2015)

Review Biotechnology & Applied Microbiology

Balance Dysfunction in Parkinson's Disease

Steno Rinalduzzi et al.

BIOMED RESEARCH INTERNATIONAL (2015)

Article Multidisciplinary Sciences

Effects of Aging on Arm Swing during Gait: The Role of Gait Speed and Dual Tasking

Anat Mirelman et al.

PLOS ONE (2015)

Article Clinical Neurology

Is reduced arm and leg swing in Parkinson's disease associated with rigidity or bradykinesia?

Kyum-Yil Kwon et al.

JOURNAL OF THE NEUROLOGICAL SCIENCES (2014)

Article Clinical Neurology

A study of subtle motor signs in early Parkinson's disease

Susanne A. Schneider et al.

MOVEMENT DISORDERS (2012)

Article Computer Science, Interdisciplinary Applications

Neighborhood Component Feature Selection for High-Dimensional Data

Wei Yang et al.

JOURNAL OF COMPUTERS (2012)

Article Clinical Neurology

Gait Alterations in Healthy Carriers of the LRRK2 G2019S Mutation

Anat Mirelman et al.

ANNALS OF NEUROLOGY (2011)

Article Neurosciences

Marked alterations in the gait timing and rhythmicity of patients with de novo Parkinson's disease

Rossitza Baltadjieva et al.

EUROPEAN JOURNAL OF NEUROSCIENCE (2006)

Article Computer Science, Artificial Intelligence

An introduction to ROC analysis

Tom Fawcett

PATTERN RECOGNITION LETTERS (2006)