Parkinson’s Disease Detection Using Deep Learning

Parkinson Disease(PD) is a long term neurological disorder. Dopamine is a monoamine neurotransmitter. It performs communication messages between nervous cells in the brain. Person with Parkinson's has low levels of Dopamine so the communication message between cells is tough. Person with Parkinson disease has one symptom of tremor which is hand shaking. We consider the dataset Spiral and Wave images drawn by healthy and Parkinson's people. So, the subject with Parkinson's disorder will have a tough task to draw these diagrams. As this is an image Dataset we are Using two models one is Convolutional Neural Network and Other is Densenet 201. These models will examine the drawing style of spiral and wave drawings. Hence our Project motive is to detect whether a Person has Parkinson Disease or not.