Christian Hook

Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics

Clayton R. Pereira, Silke Anna Theresa Weber, Christian Hook et al. · 2016 · 248 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification

Clayton R. Pereira, Danilo Rodrigues Pereira, Gustavo Henrique de Rosa et al. · Artificial Intelligence in Medicine · 2018 · 192 citations · Full text

Disease Identification, Convolutional Neural Network, Engineering +13

A new computer vision-based approach to aid the diagnosis of Parkinson's disease

Clayton R. Pereira, Danilo Rodrigues Pereira, Francisco Airton Silva et al. · Computer Methods and Programs in Biomedicine · 2016 · 172 citations · Full text

Machine Vision, Feature Detection, Image Analysis +15

A recurrence plot-based approach for Parkinson’s disease identification

Luis C. S. Afonso, Gustavo Henrique de Rosa, Clayton R. Pereira et al. · Future Generation Computer Systems · 2018 · 126 citations · Full text

Neuroimaging Biomarkers, Neurodegenerative Diseases, Parkinson Disease +6

A Step Towards the Automated Diagnosis of Parkinson's Disease: Analyzing Handwriting Movements

Clayton R. Pereira, Danillo Roberto Pereira, Francisco A. da Silva et al. · 2015 · 115 citations · Full text

Engineering, Feature Detection, Machine Learning +24