Machine Learning Classification of Articular Cartilage Integrity Using Near Infrared Spectroscopy.

Isaac O AfaraJaakko K SarinSimo OjanenMikko A J FinniläWalter HerzogSimo SaarakkalaRami K KorhonenJuha Töyräs

Published in: Cellular and molecular bioengineering (2020)

We show that NIR spectroscopy, when combined with machine learning techniques, is capable of holistic assessment of cartilage integrity, with potential for accurately distinguishing between healthy and diseased cartilage.

Keyphrases

machine learning
artificial intelligence
big data
extracellular matrix
deep learning
photodynamic therapy
single molecule
drug release
fluorescent probe
drug delivery
risk assessment
solid state