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Angiografija optičke koherentne tomografije×Radiomics×
OblastMedicinsko snimanjeMedicinsko snimanje
PorodicaProcess / pipelineProcess / pipeline
Godina nastanka20122012
TvoracYali JiaPhilippe Lambin
TipOptical imaging technique for vasculature visualizationMachine learning-based texture and morphology analysis
Temeljni izvorJia, Y., Tan, O., Tokayer, J., et al. (2012). Split-spectrum amplitude-decorrelation angiography with optical coherence tomography. Optics Express, 20(4), 4710-4725. DOI ↗Lambin, P., Rios-Velazquez, E., Leijenaar, R., et al. (2012). Radiomics: extracting more information from medical images using advanced feature analysis. Nature Reviews Clinical Oncology, 9(12), 676-684. DOI ↗
Drugi naziviOCTA, OCT-Atexture analysis, radiomics analysis, quantitative imaging biomarkers
Srodne55
SažetakOptical Coherence Tomography Angiography (OCTA) is a non-invasive imaging technique that visualizes the microvasculature in the retina and choroid by detecting motion contrast from flowing blood. Developed by Jia and colleagues in 2012, OCTA uses repeated OCT scans of the same tissue location to identify blood flow based on the decorrelation signal. It has become a critical diagnostic tool in ophthalmology for detecting retinal and macular diseases without requiring fluorescein injection.Radiomics is a computational methodology that extracts large numbers of quantitative features from medical images (CT, MRI, PET) using automated image analysis and machine learning to discover imaging biomarkers associated with disease phenotype, prognosis, and treatment response. Developed by Lambin, Gillies, and colleagues in 2012, radiomics aims to decode the biology underlying visible imaging patterns, enabling personalized medicine through image-based phenotyping. It has emerged as a powerful tool in oncology for tumor characterization, prognosis prediction, and therapy response assessment.
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ScholarGateUporedite metode: OCT Angiography · Radiomics. Preuzeto 2026-06-19 sa https://scholargate.app/sr/compare