R. Prashanth

High-Accuracy Detection of Early Parkinson's Disease through Multimodal Features and Machine Learning

R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal et al. · International Journal of Medical Informatics · 2016 · 219 citations

Engineering, Machine Learning, Multimodal Learning +16

Automatic classification and prediction models for early Parkinson’s disease diagnosis from SPECT imaging

R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal et al. · Expert Systems with Applications · 2013 · 133 citations

Neuroimaging Biomarkers, Prediction Models, Engineering +13

High-Accuracy Classification of Parkinson's Disease Through Shape Analysis and Surface Fitting in 123I-Ioflupane SPECT Imaging

R. Prashanth, Sumantra Dutta Roy, Pravat K. Mandal et al. · IEEE Journal of Biomedical and Health Informatics · 2016 · 94 citations · Full text

Engineering, Advanced Imaging, Surface Fitting +24

Early detection of Parkinson’s disease through patient questionnaire and predictive modelling

R. Prashanth, Sumantra Dutta Roy · International Journal of Medical Informatics · 2018 · 94 citations · Full text

Neurodegenerative Diseases, Predictive Modelling, Medicine +11

Novel and improved stage estimation in Parkinson's disease using clinical scales and machine learning

R. Prashanth, Sumantra Dutta Roy · Neurocomputing · 2018 · 51 citations · Full text

Neuroimaging Biomarkers, Machine Learning, Computational Neuroscience +11