Search Results - "Hireš, Máté"

Convolutional neural network ensemble for Parkinson's disease detection from voice recordings by Hireš, Máté, Gazda, Matej, Drotár, Peter, Pah, Nemuel Daniel, Motin, Mohammod Abdul, Kumar, Dinesh Kant

“…The computerized detection of Parkinson's disease (PD) will facilitate population screening and frequent monitoring and provide a more objective measure of…”
Get full text

On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice by Hireš, Máté, Drotár, Peter, Pah, Nemuel Daniel, Ngo, Quoc Cuong, Kumar, Dinesh Kant

“…Background and Objective: Parkinson's disease is the second-most-common neurodegenerative disorder that affects motor skills, cognitive processes, mood, and…”
Get full text

Robustness of Interval Monge Matrices in Fuzzy Algebra by Hireš, Máté, Molnárová, Monika, Drotár, Peter

“…Max–min algebra (called also fuzzy algebra) is an extremal algebra with operations maximum and minimum. In this paper, we study the robustness of Monge…”
Get full text

Brief Overview of Neural Networks for Medical Applications by Hireš, Máté, Bugata, Peter, Gazda, Matej, Hreško, Dávid J., Kanász, Róbert, Vavrek, Lukáš, Drotár, Peter

“…Neural networks experienced great deal of success in many domains of machine intelligence. In tasks such as object detection, speech recognition or natural…”
Get full text

Multiple-Fine-Tuned Convolutional Neural Networks for Parkinson's Disease Diagnosis From Offline Handwriting by Gazda, Matej, Hires, Mate, Drotar, Peter

“…Existing decision support system frameworks for diagnosing Parkinson's disease (PD) through handwriting, speech, or gait characteristics share very similar…”
Get full text

OS-036-YI Diagnostic potential of speech artificial intelligence analysis in minimal hepatic encephalopathy by Gazda, Jakub, Drotar, Peter, Hires, Mate, Drazilova, Sylvia, Janicko, Martin, Jarčuška, Peter

Get full text

Deep convolutional neural network for detection of pathological speech by Vavrek, Lukas, Hires, Mate, Kumar, Dinesh, Drotar, Peter

“…This paper describes the investigation of the use of the deep neural networks (DNN) for the detection of pathological speech. The state-of-the-art VGG16…”
Get full text

Voice-Specific Augmentations for Parkinson's Disease Detection Using Deep Convolutional Neural Network by Hires, Mate, Gazda, Matej, Vavrek, Lukas, Drotar, Peter

“…Deep convolutional neural networks (CNN) have provided remarkable results in speech processing tasks. However, they require a large amount of training data to…”
Get full text