Non-Invasive Biomarkers in the Era of Big Data and Machine Learning

Non-Invasive Biomarkers in the Era of Big Data and Machine Learning

Invasive diagnostic techniques, while offering critical insights into disease pathophysiology, are often limited by high costs, procedural risks, and patient discomfort. Non-invasive biomarkers represent a transformative alternative, providing diagnostic precision through accessible biological sampl...

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Bibliographic Details
Main Authors: Konstantinos Lazaros, Styliani Adam, Marios G. Krokidis, Themis Exarchos, Panagiotis Vlamos, Aristidis G. Vrahatis
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
non-invasive approaches
big data
diagnostics
biomarkers
machine learning
Online Access:https://www.mdpi.com/1424-8220/25/5/1396
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