0000000000787845

AUTHOR

Federica Arnone

showing 1 related works from this author

Diagnostic performance of qualitative and radiomics approach to parotid gland tumors: which is the added benefit of texture analysis?

2021

Objective: To investigate whether MRI-based texture analysis improves diagnostic performance for the diagnosis of parotid gland tumors compared to conventional radiological approach. Methods: Patients with parotid gland tumors who underwent salivary glands MRI between 2008 and 2019 were retrospectively selected. MRI analysis included a qualitative assessment by two radiologists (one of which subspecialized on head and neck imaging), and texture analysis on various sequences. Diagnostic performances including sensitivity, specificity, and area under the receiver operating characteristic curve (AUROC) of qualitative features, radiologists’ diagnosis, and radiomic models were evaluated. Result…

AdultMalemedicine.medical_specialtyAdolescent-Texture (geology)Sensitivity and SpecificityDiagnosis DifferentialYoung AdultText miningRadiomicsAdolescent Adult Aged Aged 80 and over Child Diagnosis Differential Evaluation Studies as Topic Female Humans Magnetic Resonance Imaging Male Middle Aged Parotid Gland Parotid Neoplasms Reproducibility of Results Retrospective Studies Sensitivity and Specificity Young AdultmedicineHumansParotid GlandRadiology Nuclear Medicine and imagingChildAgedRetrospective StudiesAged 80 and overFull Paperbusiness.industryReproducibility of ResultsGeneral MedicineMiddle AgedMagnetic Resonance ImagingParotid glandParotid Neoplasmsmedicine.anatomical_structureEvaluation Studies as TopicFemaleRadiologybusiness
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