Damian Panas - Publications - Bridge of Knowledge

Damian Panas

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Year 2022

Convolutional Neural Networks for C. Elegans Muscle Age Classification Using Only Self-Learned Features
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- Journal of Telecommunications and Information Technology - Year 2022
Nematodes Caenorhabditis elegans (C. elegans) have been used as model organisms in a wide variety of biological studies, especially those intended to obtain a better understanding of aging and age-associated diseases. This paper focuses on automating the analysis of C. elegans imagery to classify the muscle age of nematodes based on the known and well established IICBU dataset. Unlike many modern classification methods, the proposed...

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