INTELLIGENT SYSTEM OF DIAGNOSTICS OF THYROID GLAND PATHOLOGY
Journal Title: Електроніка та системи управління - Year 2018, Vol 3, Issue 57
Abstract
It is considered a principle of thyroid pathology diagnostics intelligent system structure. It is determined basic ultrasound images features for patients with thyroid cancers. The block diagram of intellectual diagnostics is proposed. It includes two basic subsystems: making decision support and image processing. As a classifier it is used fuzzy neural networks (NEFCLASS) due to its synergy capabilities: rule-based representation and generalization possibilities. As a activation function of rule neuron (to calculate of activation of rules on the basis of membership functions) the T-norm is used. It is used convolution neural networks for ultrasound images processing.
Authors and Affiliations
Olena Chumachenko, Anatoliy Kot, Оrest Voitiuk
Keywords
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- EP ID EP515799
- DOI 10.18372/1990-5548.57.13228
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