Investigating Voice as a Biomarker for Leucine-Rich Repeat Kinase 2-Associated Parkinson’s Disease

Heart rate variability in leucine-rich repeat kinase 2-associated Parkinson's disease

(2017) Naomi P. Visanji et al.   MOVEMENT DISORDERS

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

Automated analysis of connected speech reveals early biomarkers of Parkinson’s disease in patients with rapid eye movement sleep behaviour disorder

(2017) Jan Hlavnička et al.   Scientific Reports

Classification of Parkinson’s disease utilizing multi-edit nearest-neighbor and ensemble learning algorithms with speech samples

(2016) He-Hua Zhang et al.   Biomedical Engineering Online

Automatic detection of Parkinson's disease in running speech spoken in three different languages

(2016) J. R. Orozco-Arroyave et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Machine learning for large-scale wearable sensor data in Parkinson's disease: Concepts, promises, pitfalls, and futures

(2016) Ken J. Kubota et al.   MOVEMENT DISORDERS

An efficient hybrid kernel extreme learning machine approach for early diagnosis of Parkinson׳s disease

(2016) Hui-Ling Chen et al.   NEUROCOMPUTING

Quantitative assessment of motor speech abnormalities in idiopathic rapid eye movement sleep behaviour disorder

(2016) Jan Rusz et al.   SLEEP MEDICINE

MDS research criteria for prodromal Parkinson's disease

(2015) Daniela Berg et al.   MOVEMENT DISORDERS

Clinical Correlations With Lewy Body Pathology inLRRK2-Related Parkinson Disease

(2015) Lorraine V. Kalia et al.   JAMA Neurology

Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease

(2012) A. Tsanas et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Gait alterations in healthy carriers of the LRRK2 G2019S mutation

(2011) Anat Mirelman et al.   ANNALS OF NEUROLOGY

Olfactory deficits and cardiac 123I-MIBG in Parkinson's disease related to the LRRK2 R1441G and G2019S mutations

(2011) Javier Ruiz-Martínez et al.   MOVEMENT DISORDERS

Phenotype in parkinsonian and nonparkinsonian LRRK2 G2019S mutation carriers

(2011) C. Marras et al.   NEUROLOGY

Multiclass Relevance Vector Machines: Sparsity and Accuracy

(2010) Ioannis Psorakis et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity

(2010) A. Tsanas et al.   Journal of the Royal Society Interface

A comparison of multiple classification methods for diagnosis of Parkinson disease

(2009) Resul Das   EXPERT SYSTEMS WITH APPLICATIONS

Local-Learning-Based Feature Selection for High-Dimensional Data Analysis

(2009) Yijun Sun et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Telediagnosis of Parkinson’s Disease Using Measurements of Dysphonia

(2009) C. Okan Sakar et al.   JOURNAL OF MEDICAL SYSTEMS

Objective Dysphonia Quantification in Vocal Fold Paralysis: Comparing Nonlinear With Classical Measures

(2009) Max A. Little et al.   JOURNAL OF VOICE

Phenotype, genotype, and worldwide genetic penetrance of LRRK2-associated Parkinson's disease: a case-control study

(2008) Daniel G Healy et al.   LANCET NEUROLOGY