PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition

arXiv:2312.05780v2 Announce Type: replace-cross
Abstract: Parkinson's disease (PD) is a neuro-degenerative disorder that affects movement, speech, and coordination. Timely diagnosis and treatment can improve the quality of life for PD patients. However, access to clinical diagnosis is limited in low and middle income countries (LMICs). Therefore, development of automated screening tools for PD can have a huge social impact, particularly in the public health sector. In this paper, we present PULSAR, a novel method to screen for PD from webcam-recorded …

abstract arxiv clinical cs.cv cs.lg diagnosis disease graph income life low neuro parkinson parkinson's parkinson's disease patients positive quality recognition speech treatment type