Enhancing early Parkinson's disease detection through multimodal deep learning and explainable AI: insights from the PPMI database

V Dentamaro, D Impedovo, L Musti, G Pirlo… - Scientific Reports, 2024 - nature.com
Parkinson's is the second most common neurodegenerative disease, affecting nearly 8.5 M
people and steadily increasing. In this research, Multimodal Deep Learning is investigated …

Longitudinal Evaluation of Cepstral Peak Prominence in Children

EH Murray, R Yucel - Journal of Voice, 2024 - Elsevier
Objectives To evaluate whether the acoustic measure of cepstral peak prominence changes
during typical development in children 2–7. Methods Data were retrospectively analyzed …

Speech Signal Recognition for Parkinson's Disease Diagnosis Based on Heterogeneous Broad Balanced Domain Adaptation

L Li, H Li, Y Liu - 2024 7th International Conference on Artificial …, 2024 - ieeexplore.ieee.org
The small sample size and high aliasing charact-eristics of Parkinson's disease (PD) speech
data poses significant challenges in the application of machine learning methods in PD …

Analisis Kecepatan Bicara Orang Dewasa Normal Di Surakarta

RN Aliyah, AV Sutanto… - Jurnal ISO: Jurnal Ilmu …, 2024 - penerbitadm.pubmedia.id
Penelitian ini dilatarbelakangi oleh tantangan yang dihadapi oleh profesi terapis wicara
akibat minimnya data yang tersedia di Indonesia dan ketidaktersediaan alat asesmen klinis …