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- W4385422236 abstract "Radiomics is a rapidly evolving field that involves extracting and analysing quantitative features from medical images, such as computed tomography or magnetic resonance images. Radiomics has shown promise in brain tumor diagnosis and patient-prognosis prediction by providing more detailed and objective information about tumors’ features than can be obtained from the visual inspection of the images alone. Radiomics data can be analyzed to determine their correlation with a tumor’s genetic status and grade, as well as in the assessment of its recurrence vs. therapeutic response, among other features. In consideration of the multi-parametric and high-dimensional space of features extracted by radiomics, machine learning can further improve tumor diagnosis, treatment response, and patients’ prognoses. There is a growing recognition that tumors and their microenvironments (habitats) mutually influence each other—tumor cells can alter the microenvironment to increase their growth and survival. At the same time, habitats can also influence the behavior of tumor cells. In this systematic review, we investigate the current limitations and future developments in radiomics and machine learning in analysing brain tumors and their habitats." @default.
- W4385422236 created "2023-08-01" @default.
- W4385422236 creator A5013984140 @default.
- W4385422236 creator A5016371380 @default.
- W4385422236 creator A5035155009 @default.
- W4385422236 creator A5043361884 @default.
- W4385422236 creator A5068430298 @default.
- W4385422236 creator A5077842572 @default.
- W4385422236 date "2023-07-28" @default.
- W4385422236 modified "2023-09-27" @default.
- W4385422236 title "Radiomics and Machine Learning in Brain Tumors and Their Habitat: A Systematic Review" @default.
- W4385422236 cites W1641498739 @default.
- W4385422236 cites W2103004421 @default.
- W4385422236 cites W2148977460 @default.
- W4385422236 cites W2296457333 @default.
- W4385422236 cites W2326059109 @default.
- W4385422236 cites W2409649574 @default.
- W4385422236 cites W2528865212 @default.
- W4385422236 cites W2537530963 @default.
- W4385422236 cites W2762559025 @default.
- W4385422236 cites W2763355946 @default.
- W4385422236 cites W2779401075 @default.
- W4385422236 cites W2790497327 @default.
- W4385422236 cites W2794728619 @default.
- W4385422236 cites W2803329568 @default.
- W4385422236 cites W2853851905 @default.
- W4385422236 cites W2883201428 @default.
- W4385422236 cites W2901381629 @default.
- W4385422236 cites W2905399995 @default.
- W4385422236 cites W2911188335 @default.
- W4385422236 cites W2911964244 @default.
- W4385422236 cites W2920976299 @default.
- W4385422236 cites W2921548809 @default.
- W4385422236 cites W2921746589 @default.
- W4385422236 cites W2944143322 @default.
- W4385422236 cites W2955569215 @default.
- W4385422236 cites W2960286760 @default.
- W4385422236 cites W2963016155 @default.
- W4385422236 cites W2968849816 @default.
- W4385422236 cites W2975172371 @default.
- W4385422236 cites W2981743940 @default.
- W4385422236 cites W2981783341 @default.
- W4385422236 cites W2992768323 @default.
- W4385422236 cites W3006883269 @default.
- W4385422236 cites W3012544034 @default.
- W4385422236 cites W3017303228 @default.
- W4385422236 cites W3017621176 @default.
- W4385422236 cites W3021598653 @default.
- W4385422236 cites W3023279341 @default.
- W4385422236 cites W3023424417 @default.
- W4385422236 cites W3025909390 @default.
- W4385422236 cites W3027821215 @default.
- W4385422236 cites W3027857290 @default.
- W4385422236 cites W3037682612 @default.
- W4385422236 cites W3038989271 @default.
- W4385422236 cites W3044997014 @default.
- W4385422236 cites W3045086986 @default.
- W4385422236 cites W3048802680 @default.
- W4385422236 cites W3049045378 @default.
- W4385422236 cites W3092857159 @default.
- W4385422236 cites W3095170425 @default.
- W4385422236 cites W3102828505 @default.
- W4385422236 cites W3111234174 @default.
- W4385422236 cites W3112753773 @default.
- W4385422236 cites W3119886234 @default.
- W4385422236 cites W3122013445 @default.
- W4385422236 cites W3124164798 @default.
- W4385422236 cites W3124944201 @default.
- W4385422236 cites W3126589321 @default.
- W4385422236 cites W3127229609 @default.
- W4385422236 cites W3127612022 @default.
- W4385422236 cites W3128541441 @default.
- W4385422236 cites W3134862796 @default.
- W4385422236 cites W3135096391 @default.
- W4385422236 cites W3156333604 @default.
- W4385422236 cites W3157409501 @default.
- W4385422236 cites W3158565540 @default.
- W4385422236 cites W3174246647 @default.
- W4385422236 cites W3182997057 @default.
- W4385422236 cites W3184161188 @default.
- W4385422236 cites W3191986289 @default.
- W4385422236 cites W3202671629 @default.
- W4385422236 cites W3203577194 @default.
- W4385422236 cites W3205449701 @default.
- W4385422236 cites W3206435636 @default.
- W4385422236 cites W3212319976 @default.
- W4385422236 cites W3217421639 @default.
- W4385422236 cites W4200133544 @default.
- W4385422236 cites W4200408082 @default.
- W4385422236 cites W4200524295 @default.
- W4385422236 cites W4220775268 @default.
- W4385422236 cites W4221011526 @default.
- W4385422236 cites W4223914416 @default.
- W4385422236 cites W4225271727 @default.
- W4385422236 cites W4239510810 @default.
- W4385422236 cites W4245392732 @default.
- W4385422236 cites W4248973632 @default.
- W4385422236 cites W4249988898 @default.