Medical diagnosis using NIR and THz tissue imaging and machine learning methods

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Medical diagnosis using NIR and THz tissue imaging and machine learning methods	1008 KB	Adobe Acrobat PDF	Read	Download
DOI Доступ к ресурсу на сайте издателя			10.1117/12.2508166

Title: Medical diagnosis using NIR and THz tissue imaging and machine learning methods
Creator: Tuchin, Valery V.
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Borisov, Alexey V.
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Lazareva, Ekaterina N.
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Nikolaev, Viktor V.
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Tuchina, Daria K.
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Vrazhnov, Denis A.
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Yanina, Irina Yu.
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Kistenev, Yury V.
Date: 2019
DOI: 10.1117/12.2508166
Description: The problem of extracting useful information for medical diagnosis from 2D and 3D optical imaging experimental data is of great importance. We are discussing challenges and perspectives of medical diagnosis using machine learning analysis of NIR and THz tissue imaging. The peculiarities of tissue optical clearing for tissue imaging in NIR and THz spectral ranges aiming the improvement of content data analysis, methods of extracting of informative features from experimental data and creating of prognostic models for medical diagnosis using machine learning methods are discussed.