Comparison of CNN-Learned vs. Handcrafted Features for Detection of Parkinson's Disease Dysgraphia in a Multilingual Dataset.

Galaz, Zoltan; Drotar, Peter; Mekyska, Jiri; Gazda, Matej; Mucha, Jan; Zvoncak, Vojtech; Smekal, Zdenek; Faundez-Zanuy, Marcos; Castrillon, Reinel; Orozco-Arroyave, Juan Rafael; Rapcsak, Steven; Kincses, Tamas; Brabenec, Lubos; Rektorova, Irena.

Afiliação

Galaz Z; Department of Telecommunications, Brno University of Technology, Brno, Czechia.
Drotar P; Intelligent Information Systems Laboratory, Faculty of Electrical Engineering and Informatics, Technical University of Kosice, Kosice, Slovakia.
Mekyska J; Department of Telecommunications, Brno University of Technology, Brno, Czechia.
Gazda M; Intelligent Information Systems Laboratory, Faculty of Electrical Engineering and Informatics, Technical University of Kosice, Kosice, Slovakia.
Mucha J; Department of Telecommunications, Brno University of Technology, Brno, Czechia.
Zvoncak V; Department of Telecommunications, Brno University of Technology, Brno, Czechia.
Smekal Z; Department of Telecommunications, Brno University of Technology, Brno, Czechia.
Faundez-Zanuy M; Escola Superior Politecnica, Tecnocampus, Mataró, Spain.
Castrillon R; Faculty of Engineering, Universidad de Antioquia-UdeA, Medellín, Colombia.
Orozco-Arroyave JR; Faculty of Engineering, Universidad Católica de Oriente, Rionegro, Colombia.
Rapcsak S; Faculty of Engineering, Universidad de Antioquia-UdeA, Medellín, Colombia.
Kincses T; Pattern Recognition Lab, Friedrich-Alexander-Universität, Erlangen, Germany.
Brabenec L; Department of Neurology, College of Medicine, University of Arizona, Tucson, AZ, United States.
Rektorova I; Department of Neurology, University of Szeged, Szeged, Hungary.