Concepedia

CT angiography-based radiomics as a tool for carotid plaque characterization: a pilot study

Savino Cilla, Gabriella Macchia, Jacopo Lenkowicz, Huong Elena Tran, Antonio Pierro, Lella Petrella, Mara Fanelli, Celestino Sardu, Alessia Re, Luca Boldrini,

La radiologia medica · 2022 · 34 citations · 34 references

Concepts

MedicineCardiologyRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyCardiovascular ImagingCarotid Artery DiseaseComputed TomographyMedical ImagingVascular ImagingVascular UltrasonographyAtherosclerotic Plaque CharacterizationAtherosclerotic Plaque ImagingCarotid Plaque MorphologyPilot Study DesignPlaque Morphology AnalysisPlaque Morphology AssessmentRadiomics

References

34

Beneficial Effect of Carotid Endarterectomy in Symptomatic Patients with High-Grade Carotid Stenosis

New England Journal of Medicine · 1991 · 8.5K citations · Full text

Medicine, Neurological Surgery, Neurosurgery +13

Radiomics: Images Are More than Pictures, They Are Data

Robert J. Gillies, Paul E. Kinahan, Hedvig Hricak · Radiology · 2015 · 8.3K citations

Medicine, Bioinformatics, Biomedical Informatics +17

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Alex Zwanenburg, Martin Vallières, Mahmoud A. Abdalah et al. · Radiology · 2020 · 3.9K citations · Full text

Medicine, Nuclear Medicine, Radiology +17

A survey of cross-validation procedures for model selection

2009 · 3.8K citations

Computing, Biostatistics, Decision Sciences +14

A survey of cross-validation procedures for model selection

Statistics Surveys · 2010 · 3.3K citations · Full text

Computing, Biostatistics, Decision Sciences +14