• Advanced parametrization of graphomotor difficulties in school-aged children 

      Galaz, Zoltan; Mucha, Ján; Zvončák, Vojtěch; Mekyska, Jiri; Smekal, Zdenek; Zvončáková, Katarína; Ondráčková, Anežka; Urbanek, Tomas; Havigerova, Jana Marie; Bednarova, Jirina; Faundez-Zanuy, Marcos (IEEE Acces. 2020 Jun 17;8:112883-112897, 2020-06-17)
      School-aged children spend 31–60% of their time at school performing handwriting, which is a complex perceptual-motor skill composed of a coordinated combination of fine graphomotor movements. As up to ...
    • 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 (Frontiers in Neuroinformatics. 2022;(16):877139, 2022)
      Parkinson’s disease dysgraphia (PDYS), one of the earliest signs of Parkinson’s disease (PD), has been researched as a promising biomarker of PD and as the target of a noninvasive and inexpensive ...
    • Computer-aided diagnosis of graphomotor difficulties utilizing direction-based fractional order derivatives 

      Gavenciak, Michal; Mucha, Jan; Mekyska, Jiri; Galaz, Zoltan; Zvoncakova, Katarina; Faundez-Zanuy, Marcos (Cognitive Computation. 2024 Nov;17(13), 2024-11)
      Children who do not sufficiently develop graphomotor skills essential for handwriting often develop graphomotor disabilities (GD), impacting the self-esteem and academic performance of the individual. ...
    • Improving resilience of sensors in planetary exploration using data-driven models 

      Kumar, Dileep; Dominguez-Pumar, Manuel; Sayrol, Elisa; Torres Redondo, Josefina; Marín Jiménez, Mercedes; Gomez-Elvira, Javier; Mora Sotomayor, Luis; Navarro Lopez, Sara; Rodriguez-Manfredi, Jose (Machine Learning: Science and Technology. 2023 Set 4;4:035041, 2023-09-04)
      Improving the resilience of sensor systems in space exploration is a key objective since the environmental conditions to which they are exposed are very harsh. For example, it is known that the presence ...