Handwriting dynamics assessment using deep neural network for early identification of Parkinson's disease

I Kamran, S Naz, I Razzak, M Imran - Future Generation Computer Systems, 2021 - Elsevier
The etiology of Parkinson's disease (PD) remains unclear. Symptoms usually appear after
approximately 70% of dopamine-producing cells have stopped working normally. PD cannot …

Deep analysis of handwritten notes for early diagnosis of neurological disorders

I Razzak, I Kamran, S Naz - 2020 International Joint Conference …, 2020 - ieeexplore.ieee.org
Parkinson's is not just an older person's disease. Although, it is typically diagnosed around
the age of 60 or later, however, usually the symptoms of Parkinson's may start at 50 years …

Multi-Model Fusion of CNNs for Identification of Parkinson's Disease Using Handwritten Samples

S Naz, I Kamran, S Gul, F Hadi, F Khalifa - IEEE Access, 2023 - ieeexplore.ieee.org
When approximately seventy percent of dopamine-producing nerve cells cease to function
normally, the symptoms of Parkinson's disease (PD) manifest, marking an irreversible …