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• W4387106679 endingPage "1834" @default.
• W4387106679 startingPage "1834" @default.
• W4387106679 abstract "Medical imaging plays an indispensable role in evaluating, predicting, and monitoring a range of medical conditions. Radiomics, a specialized branch of medical imaging, utilizes quantitative features extracted from medical images to describe underlying pathologies, genetic information, and prognostic indicators. The integration of radiomics with artificial intelligence presents innovative avenues for cancer diagnosis, prognosis evaluation, and therapeutic choices. In the context of oncology, radiomics offers significant potential. Feature selection emerges as a pivotal step, enhancing the clinical utility and precision of radiomics. It achieves this by purging superfluous and unrelated features, thereby augmenting model performance and generalizability. The goal of this review is to assess the fundamental radiomics process and the progress of feature selection methods, explore their applications and challenges in cancer research, and provide theoretical and methodological support for future investigations. Through an extensive literature survey, articles pertinent to radiomics and feature selection were garnered, synthesized, and appraised. The paper provides detailed descriptions of how radiomics is applied and challenged in different cancer types and their various stages. The review also offers comparative insights into various feature selection strategies, including filtering, packing, and embedding methodologies. Conclusively, the paper broaches the limitations and prospective trajectories of radiomics." @default.
• W4387106679 created "2023-09-28" @default.
• W4387106679 creator A5056596552 @default.
• W4387106679 creator A5057145442 @default.
• W4387106679 creator A5083148043 @default.
• W4387106679 date "2023-09-27" @default.
• W4387106679 modified "2023-09-28" @default.
• W4387106679 title "Radiomics and Its Feature Selection: A Review" @default.
• W4387106679 cites W1523069120 @default.
• W4387106679 cites W1532532969 @default.
• W4387106679 cites W1574447377 @default.
• W4387106679 cites W1678356000 @default.
• W4387106679 cites W1834986685 @default.
• W4387106679 cites W1966566478 @default.
• W4387106679 cites W1986129954 @default.
• W4387106679 cites W2003304826 @default.
• W4387106679 cites W2006407062 @default.
• W4387106679 cites W2014915963 @default.
• W4387106679 cites W2016599848 @default.
• W4387106679 cites W2019090719 @default.
• W4387106679 cites W2026616100 @default.
• W4387106679 cites W2044465660 @default.
• W4387106679 cites W2059432853 @default.
• W4387106679 cites W2078483536 @default.
• W4387106679 cites W2090800753 @default.
• W4387106679 cites W2103004421 @default.
• W4387106679 cites W2111885992 @default.
• W4387106679 cites W2118561568 @default.
• W4387106679 cites W2124735791 @default.
• W4387106679 cites W2128625986 @default.
• W4387106679 cites W2128739912 @default.
• W4387106679 cites W2134634502 @default.
• W4387106679 cites W2136148671 @default.
• W4387106679 cites W2137820733 @default.
• W4387106679 cites W2146018860 @default.
• W4387106679 cites W2149677507 @default.
• W4387106679 cites W2154053567 @default.
• W4387106679 cites W2157266542 @default.
• W4387106679 cites W2174661749 @default.
• W4387106679 cites W2189880677 @default.
• W4387106679 cites W2236433007 @default.
• W4387106679 cites W2261059368 @default.
• W4387106679 cites W2295124130 @default.
• W4387106679 cites W2336302003 @default.
• W4387106679 cites W2346343836 @default.
• W4387106679 cites W2461805626 @default.
• W4387106679 cites W2469819959 @default.
• W4387106679 cites W2499581503 @default.
• W4387106679 cites W2535166298 @default.
• W4387106679 cites W2560476520 @default.
• W4387106679 cites W2591992783 @default.
• W4387106679 cites W2611743072 @default.
• W4387106679 cites W2618530766 @default.
• W4387106679 cites W2732063980 @default.
• W4387106679 cites W2754000510 @default.
• W4387106679 cites W2762646486 @default.
• W4387106679 cites W2763355946 @default.
• W4387106679 cites W2767128594 @default.
• W4387106679 cites W2768135365 @default.
• W4387106679 cites W2775847164 @default.
• W4387106679 cites W2782896508 @default.
• W4387106679 cites W2783687327 @default.
• W4387106679 cites W2788673917 @default.
• W4387106679 cites W2790874607 @default.
• W4387106679 cites W2791315675 @default.
• W4387106679 cites W2792834173 @default.
• W4387106679 cites W2793384230 @default.
• W4387106679 cites W2797286202 @default.
• W4387106679 cites W2807053486 @default.
• W4387106679 cites W2807548733 @default.
• W4387106679 cites W2808203302 @default.
• W4387106679 cites W2884367402 @default.
• W4387106679 cites W2885668908 @default.
• W4387106679 cites W2898105257 @default.
• W4387106679 cites W2900422713 @default.
• W4387106679 cites W2900495198 @default.
• W4387106679 cites W2910380368 @default.
• W4387106679 cites W2911964244 @default.
• W4387106679 cites W2913160101 @default.
• W4387106679 cites W2913223168 @default.
• W4387106679 cites W2914584363 @default.
• W4387106679 cites W2917364154 @default.
• W4387106679 cites W2939853793 @default.
• W4387106679 cites W2947263797 @default.
• W4387106679 cites W2963330744 @default.
• W4387106679 cites W2963883833 @default.
• W4387106679 cites W2965399740 @default.
• W4387106679 cites W2971053592 @default.
• W4387106679 cites W2981830068 @default.
• W4387106679 cites W2988846102 @default.
• W4387106679 cites W2998789541 @default.
• W4387106679 cites W3000250912 @default.
• W4387106679 cites W3001004659 @default.
• W4387106679 cites W3004124470 @default.
• W4387106679 cites W3014013305 @default.
• W4387106679 cites W3016790979 @default.
• W4387106679 cites W3017170546 @default.
• W4387106679 cites W3021611673 @default.

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