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Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning

While data-driven approaches excel at many image analysis tasks, the performance of these approaches is often limited by a shortage of annotated data available for training. Recent work in semi-supervised learning has shown that meaningful representations of images can be obtained from training with...

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Dettagli Bibliografici
Pubblicato in:IEEE Access
Autori principali: GOLHAR, MAYANK, BOBROW, TAYLOR L., KHOSHKNAB, MIRMILAD POURMOUSAVI, JIT, SIMRAN, NGAMRUENGPHONG, SAOWANEE, DURR, NICHOLAS J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7978231/
https://ncbi.nlm.nih.gov/pubmed/33747680
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/access.2020.3047544
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