Application of a Deep-Learning Technique to Non-Linear Images From Human Tissue Biopsies for Shedding New Light on Breast Cancer Diagnosis

Vassilis Tsafas,Iason Oikonomidis,Evangelia Gavgiotaki,Eleftheria Tzamali,Georgios Tzedakis,Costas Fotakis,Irene Athanassakis,George Filippidis

IEEE Journal of Biomedical and Health Informatics（2022）

引用 7|浏览19

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摘要

The development of label-free non-destructive techniques to be used as diagnostic tools in cancer research is of great importance for improving the quality of life for millions of patients. Previous studies have demonstrated that Third Harmonic Generation (THG) imaging could differentiate malignant from benign unlabeled human breast biopsies and distinguish the different grades of cancer. Towards ...

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关键词

Breast cancer,Optical imaging,Optical harmonic generation,Nonlinear optics,Microscopy,Convolutional neural networks,Biomedical optical imaging

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