Comparison of conventional and radiomics-based analysis of myocardial infarction using multimodal non-linear optical microscopy

Comparison of conventional and radiomics-based analysis of myocardial infarction using multimodal non-linear optical microscopy

Abstract Myocardial infarction, a leading cause of mortality worldwide, leaves survivors at significant risk of recurrence caused by scar-related re-entrant ventricular tachyarrhythmias. Effective treatment with ablation therapy requires a precise guidance system. Non-linear optical microscopy techn...

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Main Authors: Gabriel Giardina, Laszlo Papp, Arno Krause, James Marchant, Nestor Pallares-Lupon, Kanchan Kulkarni, Clemens P. Spielvogel, David Haberl, Xu Li, Wolfgang Drexler, Richard D. Walton, Angelika Unterhuber, Marco Andreana
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Second Harmonic Generation
Two-Photon Fluorescence
Myocardial Infarction
Scar Tissue
IBSI Radiomics
Machine Learning
Online Access:https://doi.org/10.1038/s41598-025-10515-y
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https://doi.org/10.1038/s41598-025-10515-y

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