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Baseline characteristics of literature inclusion
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Image Search Results


Summary of 3 radiomics studies (above) and 3 non-radiomic studies (below) included in the radiomics and predictive models section.

Journal: Physics and Imaging in Radiation Oncology

Article Title: A systematic review of the role of artificial intelligence in automating computed tomography-based adaptive radiotherapy for head and neck cancer

doi: 10.1016/j.phro.2025.100731

Figure Lengend Snippet: Summary of 3 radiomics studies (above) and 3 non-radiomic studies (below) included in the radiomics and predictive models section.

Article Snippet: Iliadou V et al. , Cancers (2022) , Handcrafted (Pyradiomics) , SVM, KNN (MATLAB) , The need of ART , Clinical Target Volume (CTV) and Parotid Glands (PG) , 40 (n.d.) , Shape, first-order, GLCM, GLDM, GLRLM, GLSZM, NGTDM (104) , 24 (36.4 %).

Techniques: Biomarker Discovery, Imaging

Baseline characteristics of literature inclusion

Journal: BioMedical Engineering OnLine

Article Title: The potential of MRI radiomics based on extrapulmonary metastases in predicting EGFR mutations: a systematic review and meta-analysis

doi: 10.1186/s12938-025-01331-6

Figure Lengend Snippet: Baseline characteristics of literature inclusion

Article Snippet: Ren et al. [ ] , Retrospective , Siemens , ITK-SNAP , T1WI, T2WI, T2FS , Pyradiomics , 1967 , ICC + Mann–Whitney U tests + LASSO , LR , 1 , 10.

Techniques: Sequencing, Software, Selection, Immunocytochemistry, Periodic Counter-current Chromatography