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Jae Shin

2 accepted papers

2017

Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally

CVPR 2017poster

Intense interest in applying convolutional neural networks (CNNs) in biomedical image analysis is wide spread, but its success is impeded by the lack of large annotated datasets in biomedical imaging. Annotating biomedical images is not only tedious and time consuming, but also demanding of costly,…

Cited by 516PDFScholar
2016

Automating Carotid Intima-Media Thickness Video Interpretation With Convolutional Neural Networks

CVPR 2016poster

Cardiovascular disease (CVD) is the leading cause of mortality yet largely preventable, but the key to prevention is to identify at risk individuals before adverse events. For predicting individual CVD risk, carotid intima-media thickness (CIMT), a noninvasive ultrasound method, has proven to be val…

Cited by 82PDFScholar