Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384338910> ?p ?o ?g. }
- W4384338910 endingPage "3614" @default.
- W4384338910 startingPage "3614" @default.
- W4384338910 abstract "Predicting the eventual volume of tumor cells, that might proliferate from a given tumor, can help in cancer early detection and medical procedure planning to prevent their migration to other organs. In this work, a new statistical framework is proposed using Bayesian techniques for detecting the eventual volume of cells expected to proliferate from a glioblastoma (GBM) tumor. Specifically, the tumor region was first extracted using a parallel image segmentation algorithm. Once the tumor region was determined, we were interested in the number of cells that could proliferate from this tumor until its survival time. For this, we constructed the posterior distribution of the tumor cell numbers based on the proposed likelihood function and a certain prior volume. Furthermore, we extended the detection model and conducted a Bayesian regression analysis by incorporating radiomic features to discover those non-tumor cells that remained undetected. The main focus of the study was to develop a time-independent prediction model that could reliably predict the ultimate volume a malignant tumor of the fourth-grade severity could attain and which could also determine if the incorporation of the radiomic properties of the tumor enhanced the chances of no malignant cells remaining undetected." @default.
- W4384338910 created "2023-07-15" @default.
- W4384338910 creator A5012857503 @default.
- W4384338910 creator A5030773857 @default.
- W4384338910 creator A5048322244 @default.
- W4384338910 creator A5072118472 @default.
- W4384338910 date "2023-07-14" @default.
- W4384338910 modified "2023-09-25" @default.
- W4384338910 title "Quantifying the Growth of Glioblastoma Tumors Using Multimodal MRI Brain Images" @default.
- W4384338910 cites W135380447 @default.
- W4384338910 cites W1483388049 @default.
- W4384338910 cites W1834818787 @default.
- W4384338910 cites W192091 @default.
- W4384338910 cites W1965313675 @default.
- W4384338910 cites W1966566478 @default.
- W4384338910 cites W1968716491 @default.
- W4384338910 cites W1970706614 @default.
- W4384338910 cites W1971819775 @default.
- W4384338910 cites W1983015953 @default.
- W4384338910 cites W1991622227 @default.
- W4384338910 cites W1993034243 @default.
- W4384338910 cites W1993427232 @default.
- W4384338910 cites W2003304826 @default.
- W4384338910 cites W2006096283 @default.
- W4384338910 cites W2011483098 @default.
- W4384338910 cites W2014624348 @default.
- W4384338910 cites W2016599848 @default.
- W4384338910 cites W2019090719 @default.
- W4384338910 cites W2027572720 @default.
- W4384338910 cites W2029076504 @default.
- W4384338910 cites W2039721875 @default.
- W4384338910 cites W2042488504 @default.
- W4384338910 cites W2044465660 @default.
- W4384338910 cites W2050216826 @default.
- W4384338910 cites W2052644075 @default.
- W4384338910 cites W2055475004 @default.
- W4384338910 cites W2064297621 @default.
- W4384338910 cites W2070949043 @default.
- W4384338910 cites W2076045951 @default.
- W4384338910 cites W2076106498 @default.
- W4384338910 cites W2079345857 @default.
- W4384338910 cites W2085363873 @default.
- W4384338910 cites W2090808267 @default.
- W4384338910 cites W2103004421 @default.
- W4384338910 cites W2109808436 @default.
- W4384338910 cites W2131272562 @default.
- W4384338910 cites W2135558784 @default.
- W4384338910 cites W2139899744 @default.
- W4384338910 cites W2143432704 @default.
- W4384338910 cites W2144854846 @default.
- W4384338910 cites W2148726987 @default.
- W4384338910 cites W2148977460 @default.
- W4384338910 cites W2150593711 @default.
- W4384338910 cites W2158521092 @default.
- W4384338910 cites W2171241725 @default.
- W4384338910 cites W2220561134 @default.
- W4384338910 cites W2221563957 @default.
- W4384338910 cites W2260531355 @default.
- W4384338910 cites W2299407206 @default.
- W4384338910 cites W237752739 @default.
- W4384338910 cites W2465688795 @default.
- W4384338910 cites W2512894126 @default.
- W4384338910 cites W2543055108 @default.
- W4384338910 cites W2547097019 @default.
- W4384338910 cites W2587902517 @default.
- W4384338910 cites W2588003010 @default.
- W4384338910 cites W2591992783 @default.
- W4384338910 cites W2592599871 @default.
- W4384338910 cites W2610486821 @default.
- W4384338910 cites W2726554069 @default.
- W4384338910 cites W2742528520 @default.
- W4384338910 cites W2750148951 @default.
- W4384338910 cites W2751069891 @default.
- W4384338910 cites W2752092904 @default.
- W4384338910 cites W2760969998 @default.
- W4384338910 cites W2761786032 @default.
- W4384338910 cites W2766212322 @default.
- W4384338910 cites W2770711354 @default.
- W4384338910 cites W2773350863 @default.
- W4384338910 cites W2781709250 @default.
- W4384338910 cites W2792344492 @default.
- W4384338910 cites W2793453538 @default.
- W4384338910 cites W2802362046 @default.
- W4384338910 cites W2803449356 @default.
- W4384338910 cites W2804850886 @default.
- W4384338910 cites W2883420106 @default.
- W4384338910 cites W2883650117 @default.
- W4384338910 cites W2886718373 @default.
- W4384338910 cites W2917960773 @default.
- W4384338910 cites W2919115771 @default.
- W4384338910 cites W2946086971 @default.
- W4384338910 cites W2952922105 @default.
- W4384338910 cites W2971359145 @default.
- W4384338910 cites W2977883299 @default.
- W4384338910 cites W2982443576 @default.
- W4384338910 cites W3017062600 @default.
- W4384338910 cites W3035836707 @default.
- W4384338910 cites W3079191246 @default.