Smart devices can easily capture changes in voice, movements, and gait in people with Parkinson’s disease (PD). We investigated whether smartphone-derived multimodal features combined with machine learning alg
Medical diagnosisSupport Vector MachinesParkinson's disease is caused by the disruption of the brain cells that produce substance to allow brain cells to communicate with each other, called dopamine. The cells that produce dopamine in the brain are responsible for the control, adaptation and fluency...
Parkinson’s is often diagnosed after symptoms of the disease have already begun to appear; these results may lead to a more preemptive indication of pathogenesis.
帕金森病早期诊断之生物学标记物 early diagnosis biomarkers of parkinson´s disease 热度: Cerebrospinal Fluid Biomarkers for Parkinson Disease Diagnosis and Progression 热度: S94n.ajmcnMARCH2010 ©ManagedCare& HealthcareCommunications,LLC Introduction ...
Premotor symptoms and early diagnosis of Parkinson's disease. The International journal of neuroscience, v. 121 Suppl 2, p. 3-8, 2011.Adler, C. H. (2011). Premotor symptoms and early diagnosis of Parkinson's disease. Int. J. Neurosci. 121(Suppl. 2), 3-8. doi: 10.3109/00207454.2011....
Classification for Early Diagnosis of Parkinson's Disease Ehsan Adeli1, Guorong Wu1, Behrouz Saghafi1, Le An1, Feng Shi1,2 & Dinggang Shen1,3 Feature selection methods usually select the most compact and relevant set of features based on their contribution to a linear regression...
Hocherman S, Giladi N (1995) Early diagnosis of Parkinson’s disease in new neurological patients by testing of Visuo — Manual coordination. In: Ohye C, Kimura M, McKenzie SJ (eds) The basal ganglia V. Plenum, New York, pp 427–431...
U., WalterD., DresslerR., Benecke
Parkinson's disease (PD) is a common neurodegenerative disorder. However, alterations in the blood hydroxymethylome and the potential of 5-hydroxymethylcytosine episignatures as diagnostic biomarkers for PD remain unclear. METHODS. We employed APOBEC-coupled epigenetic sequencing (ACE-seq) in a two-...
Parkinson’s disease (PD) is a complex neurodegenerative disease with progressive loss of dopamine neurons. PD patients usually manifest a series of motor and non-motor symptoms. In order to provide better early diagnosis and subsequent disease-modifying therapies for PD patients, there is an urgent...