Machine Learning and Artificial Intelligence Systems Based on the Optical Spectral Analysis in Neuro-Oncology

Machine Learning and Artificial Intelligence Systems Based on the Optical Spectral Analysis in Neuro-Oncology

Decision support systems based on machine learning (ML) techniques are already empowering neuro-oncologists. These systems provide comprehensive diagnostics, offer a deeper understanding of diseases, predict outcomes, and assist in customizing treatment plans to individual patient needs. Collectivel...

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Bibliographic Details
Main Authors: Tatiana Savelieva, Igor Romanishkin, Anuar Ospanov, Sergey Goryaynov, Galina Pavlova, Igor Pronin, Victor Loschenov
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Photonics
Subjects:
optical spectroscopy
fluorescence
diffuse reflectance
Raman scattering
Fourier transform infrared spectroscopy
machine learning
Online Access:https://www.mdpi.com/2304-6732/12/1/37
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