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1. RADIOMIC FEATURES OF KNEE FAT PADS ARE ASSOCIATED WITH KNEE PAIN AND RADIOGRAPHIC POST-TRAUMATIC OSTEOARTHRITIS AT 10+ YEARS AFTER ACL RECONSTRUCTION

2. Impact of Cardiac Magnetic Resonance Left Atrial Ejection Fraction in Advanced Ischemic Cardiomyopathy

4. Impact of Aromatherapy as an Alternative Anxiolytic Therapy on Scan Time and Nursing Interventions for Patients Undergoing Cardiac MRI

7. Novel Multi-Parametric Mitral Annular Calcification Score Predicts Outcomes in Mitral Valve Dysfunction

9. Multiparametric Quantitative Imaging in Risk Prediction: Recommendations for Data Acquisition, Technical Performance Assessment, and Model Development and Validation

10. A Framework for Evaluating the Technical Performance of Multiparameter Quantitative Imaging Biomarkers (mp-QIBs)

11. Multiparametric Data-driven Imaging Markers: Guidelines for Development, Application and Reporting of Model Outputs in Radiomics

13. Multiparametric Quantitative Imaging Biomarkers for Phenotype Classification: A Framework for Development and Validation

16. Results of the Non-invasive Biomarkers of Metabolic Liver Disease (NIMBLE) study 1.1 on the reproducibility and repeatability of shear-wave and transient elastography in non-alcoholic fatty liver disease

17. ACR-RADS Programs Current State and Future Opportunities: Defining a Governance Structure to Enable Sustained Success

21. Left Ventricular Longitudinal Strain in Characterization and Outcome Assessment of Mixed Aortic Valve Disease Phenotypes

26. INFLUENCE OF SEX ON THE PROGNOSTIC IMPACT OF CARDIAC MAGNETIC RESONANCE IMAGING QUANTIFICATION OF FUNCTIONAL MITRAL REGURGITATION IN PATIENTS WITH NON-ISCHEMIC CARDIOMYOPATHY

27. SEX-BASED DIFFERENCES ON LEFT VENTRICULAR REMODELING AND SURVIVAL IN PATIENTS WITH CHRONIC AORTIC REGURGITATION: IS THERE A NEED FOR SEX SPECIFIC THRESHOLDS FOR SURGICAL INTERVENTION?

28. Pathologic Correlation of Cellular Imaging Using Apparent Diffusion Coefficient Quantification in Patients with Brain Metastases After Gamma Knife Radiosurgery

31. QUANTIFICATION OF AORTIC REGURGITATION SEVERITY AND RESULTANT IMPACT ON LEFT VENTRICULAR REMODELING: A COMPARATIVE STUDY OF ECHOCARDIOGRAPHY AND CARDIAC MAGNETIC RESONANCE IMAGING

32. GENDER DIFFERENCES IN LEFT VENTRICULAR REMODELING IN PATIENTS WITH AORTIC REGURGITATION: IS THERE A NEED FOR GENDER SPECIFIC THRESHOLDS FOR SURGICAL INTERVENTION?

35. Variability in Surgical Treatment of Spondylolisthesis Among Spine Surgeons

40. Response

45. Algorithm Variability in the Estimation of Lung Nodule Volume From Phantom CT Scans: Results of the QIBA 3A Public Challenge

49. Inter-Method Performance Study of Tumor Volumetry Assessment on Computed Tomography Test-Retest Data

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