End-to-End Parkinson Disease Diagnosis using Brain MR-Images by 3D-CNN

This work addresses Parkinson disease diagnosis for medical professionals, but it appears incremental as it applies existing deep learning techniques to a specific medical dataset.

The authors tackled Parkinson disease diagnosis by developing a deep learning framework that performs simultaneous classification and regression using brain MR-images and personal information, resulting in a method intended to facilitate and increase diagnostic confidence.