most citedConvolutional Neural Networks and a Transfer Learning Strategy to Classify Parkinson's Disease from Speech in Three Different Languages

42 citations · 42 across the 2 of their papers we have counts for

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eess.AS2023

Federated learning for secure development of AI models for Parkinson's disease detection using speech from different languages

Soroosh Tayebi Arasteh, Cristian David Rios-Urrego, Elmar Noeth +4

Parkinson's disease (PD) is a neurological disorder impacting a person's speech. Among automatic PD assessment methods, deep learning models have gained particular interest. Recent…

eess.AS2021

Assessing clinical utility of Machine Learning and Artificial Intelligence approaches to analyze speech recordings in Multiple Sclerosis: A Pilot Study

Emil Svoboda, Tomáš Bořil, Jan Rusz +6

Background: An early diagnosis together with an accurate disease progression monitoring of multiple sclerosis is an important component of successful disease management. Prior stud…