Reliable Parkinson’s Disease Detection by Analyzing Handwritten Drawings: Construction of an Unbiased Cascaded Learning System Based on Feature Selection and Adaptive Boosting Model
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2932037
Abstract: Parkinson’s disease (PD) is the second most common neurodegenerative disease of central nervous system (CNS). Till now, there is no definitive clinical examination that can diagnose a PD patient. However, it has been reported that… read more here.
Keywords: system; learning system; cascaded learning; parkinson disease ... See more keywords
Deep Domain Adaptation Using Cascaded Learning Networks and Metric Learning
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3235205
Abstract: How can we bridge efficiently distribution difference between the source and target domains in an isomorphic latent feature space by using metric learning. This study introduces metric learning on manifolds which combine a cascaded learning… read more here.
Keywords: domain adaptation; metric learning; geometry; cascaded learning ... See more keywords
Cascaded learning in intravascular ultrasound: coronary stent delineation in manual pullbacks.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of medical imaging"
DOI: 10.1117/1.jmi.9.2.025001
Abstract: Purpose: Implanting stents to re-open stenotic lesions during percutaneous coronary interventions is considered a standard treatment for acute or chronic coronary syndrome. Intravascular ultrasound (IVUS) can be used to guide and assess the technical success… read more here.
Keywords: manual pullbacks; segmentation; stent struts; intravascular ultrasound ... See more keywords