Preliminary utilization of radiomics in differentiating uterine sarcoma from atypical leiomyoma: Comparison on diagnostic efficacy of MRI features and radiomic features.
Sign Up to like & getrecommendations! Published in 2019 at "European journal of radiology"
DOI: 10.1016/j.ejrad.2019.04.004
Abstract: OBJECTIVES To explore whether MRI and radiomic features can differentiate uterine sarcoma from atypical leiomyoma. And to compare diagnostic performance of radiomic model with radiologists. METHODS 78 patients (29 sarcomas, 49 leiomyomas) imaged with pelvic… read more here.
Keywords: uterine sarcoma; efficacy; mri; mri features ... See more keywords
Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2022.974467
Abstract: Background Using high robust radiomic features in modeling is recommended, yet its impact on radiomic model is unclear. This study evaluated the radiomic model’s robustness and generalizability after screening out low-robust features before radiomic modeling.… read more here.
Keywords: head neck; generalizability; radiomic model; robust features ... See more keywords
Radiomic Cancer Hallmarks to Identify High-Risk Patients in Non-Metastatic Colon Cancer
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DOI: 10.3390/cancers14143438
Abstract: Simple Summary Colon cancer is one of the most common cancers in the world, and the therapeutic workflow is dependent on the TNM staging system and the presence of clinical risk factors. However, in the… read more here.
Keywords: high risk; radiomic model; colon cancer; risk ... See more keywords
Development and External Validation of a PET Radiomic Model for Prognostication of Head and Neck Cancer
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DOI: 10.3390/cancers15102681
Abstract: Simple Summary A lack of external validation is still one of the major limitations of radiomics, hampering its clinical translation. The aim of this study was to build and externally validate an [18F]FDG PET radiomic… read more here.
Keywords: external validation; validation; radiomic model; pet radiomic ... See more keywords