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Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.
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Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.
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Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.
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Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.
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Image Search Results


Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.

Journal: Diagnostics

Article Title: Radiomics Features in Predicting Human Papillomavirus Status in Oropharyngeal Squamous Cell Carcinoma: A Systematic Review, Quality Appraisal, and Meta-Analysis

doi: 10.3390/diagnostics14070737

Figure Lengend Snippet: Characteristics of the articles included in the systematic review. Bold articles are those that are also included in the meta-analysis. Bold feature extraction software are those adherent to IBSI nomenclature.

Article Snippet: Republic of Korea , 2020 , Suh [ ] , Retrospective , OPSCC , T1WI, T2WI, CE-T1WI, and ADC maps , 221 , 1618 , Not determined individually , LASSO , Logistic regression, random forest , Manual , Matlab , Medical imaging interaction toolkit (MITK) , Features extracted from ADC maps were the most relevant in differentiating HPV-positive and -negative lesions.

Techniques: Extraction, Software, Selection, Immunocytochemistry, Computed Tomography, Diffusion-based Assay, Imaging, Mann-Whitney U-Test, Standard Deviation