An Ensemble of Triplet Neural Networks for Differential Diagnostics of Lung Cancer

A new classification subsystem of a lung cancer computer-aided-diagnosis systems is proposed in the paper. Its implementation is based on two main approaches. First, the computed tomography images of segmented suspicious lung nodules are represented by means of five histograms charac- terizing the s...

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Bibliographic Details
Main Authors: Lev Utkin, Anna Meldo, Maxim Kovalev, Ernest Kasimov
Format: Article
Language:English
Published: FRUCT 2019-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct25/files/Utk.pdf