Self-Supervised Bi-Channel Transformer Networks for Computer-Aided Diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3153902
Abstract: Self-supervised learning (SSL) can alleviate the issue of small sample size, which has shown its effectiveness for the computer-aided diagnosis (CAD) models. However, since the conventional SSL methods share the identical backbone in both the… read more here.
Keywords: channel transformer; supervised channel; aided diagnosis; self supervised ... See more keywords
Channel transformer U-Net: an automatic and effective skeleton extraction network for electronic speckle pattern interferometry.
Sign Up to like & getrecommendations! Published in 2022 at "Applied optics"
DOI: 10.1364/ao.477083
Abstract: The fringe skeleton extraction method may be the most straightforward method for electronic speckle pattern interferometry (ESPI) phase extraction. Due to ESPI fringe patterns having the characteristics of high noise, low contrast, and different fringe… read more here.
Keywords: channel transformer; extraction; fringe; skeleton ... See more keywords