Shail2512 / Early-Detection-of-PD-using-SPECT

Early Detection of Parkinson's Disease is done using SPECT Image. The binary classification of PD patient and Healthy Control is done using CNN.

Early-Detection-of-PD-using-SPECT

Early Detection of Parkinson's Disease is done using SPECT Image. The binary classification of PD patient and Healthy Control is implemented using CNN.

Dataset is taken from https://www.ppmi-info.org/

Summary:
-Pre-processing of data includes normalization and binarization.
-The most significant image is obtained at the 40th slice.
-The label is converted generated using one-hot encoding.
-Keras Sequential model is impemented which also includes BatchNormalization. MaxPooling and Dropout.