Sumantra Dutta Roy

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

Active recognition through next view planning: a survey

Sumantra Dutta Roy, Santanu Chaudhury, Subhashis Banerjee · Pattern Recognition · 2003 · 114 citations

Machine Vision, Image Analysis, Engineering +8

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