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- W3159660070 abstract "Imaging plays a key role in oncology, including the diagnosis and detection of cancer, determining clinical management, assessing treatment response, and complications of treatment or disease. The current use of clinical oncology is predominantly qualitative in nature with some relatively crude size-based measurements of tumours for assessment of disease progression or treatment response; however, it is increasingly understood that there may be significantly more information about oncological disease that can be obtained from imaging that is not currently utilized. Artificial intelligence (AI) has the potential to harness quantitative techniques to improve oncological imaging. These may include improving the efficiency or accuracy of traditional roles of imaging such as diagnosis or detection. These may also include new roles for imaging such as risk-stratifying patients for different types of therapy or determining biological tumour subtypes. This review article outlines several major areas in oncological imaging where there may be opportunities for AI technology. These include (1) screening and detection of cancer, (2) diagnosis and risk stratification, (3) tumour segmentation, (4) precision oncology, and (5) predicting prognosis and assessing treatment response. This review will also address some of the potential barriers to AI research in oncological imaging." @default.
- W3159660070 created "2021-05-10" @default.
- W3159660070 creator A5004965117 @default.
- W3159660070 creator A5087861405 @default.
- W3159660070 date "2021-10-01" @default.
- W3159660070 modified "2023-09-26" @default.
- W3159660070 title "Challenges and opportunities for artificial intelligence in oncological imaging" @default.
- W3159660070 cites W1967499133 @default.
- W3159660070 cites W1990151906 @default.
- W3159660070 cites W2019499867 @default.
- W3159660070 cites W2035713052 @default.
- W3159660070 cites W2079586464 @default.
- W3159660070 cites W2086279260 @default.
- W3159660070 cites W2086762240 @default.
- W3159660070 cites W2096202600 @default.
- W3159660070 cites W2101571970 @default.
- W3159660070 cites W2102192131 @default.
- W3159660070 cites W2115360827 @default.
- W3159660070 cites W2123133387 @default.
- W3159660070 cites W2124735791 @default.
- W3159660070 cites W2139790154 @default.
- W3159660070 cites W2141849536 @default.
- W3159660070 cites W2144208206 @default.
- W3159660070 cites W2165545301 @default.
- W3159660070 cites W2174661749 @default.
- W3159660070 cites W2252911892 @default.
- W3159660070 cites W2272719952 @default.
- W3159660070 cites W2479624442 @default.
- W3159660070 cites W2570973170 @default.
- W3159660070 cites W2584323939 @default.
- W3159660070 cites W2588249602 @default.
- W3159660070 cites W2588570836 @default.
- W3159660070 cites W2605251901 @default.
- W3159660070 cites W2627007876 @default.
- W3159660070 cites W2739357331 @default.
- W3159660070 cites W2746549795 @default.
- W3159660070 cites W2751538714 @default.
- W3159660070 cites W2763211814 @default.
- W3159660070 cites W2765420256 @default.
- W3159660070 cites W2765571304 @default.
- W3159660070 cites W2767281692 @default.
- W3159660070 cites W2772507677 @default.
- W3159660070 cites W2785014670 @default.
- W3159660070 cites W2789664320 @default.
- W3159660070 cites W2791069488 @default.
- W3159660070 cites W2794404680 @default.
- W3159660070 cites W2795686629 @default.
- W3159660070 cites W2800850596 @default.
- W3159660070 cites W2803669118 @default.
- W3159660070 cites W2803760365 @default.
- W3159660070 cites W2808391149 @default.
- W3159660070 cites W2884716214 @default.
- W3159660070 cites W2886525586 @default.
- W3159660070 cites W2890821982 @default.
- W3159660070 cites W2891346890 @default.
- W3159660070 cites W2901332986 @default.
- W3159660070 cites W2901953250 @default.
- W3159660070 cites W2903150666 @default.
- W3159660070 cites W2903777941 @default.
- W3159660070 cites W2904258904 @default.
- W3159660070 cites W2905949064 @default.
- W3159660070 cites W2908219848 @default.
- W3159660070 cites W2910202556 @default.
- W3159660070 cites W2911605224 @default.
- W3159660070 cites W2912128568 @default.
- W3159660070 cites W2912704013 @default.
- W3159660070 cites W2915337797 @default.
- W3159660070 cites W2919308409 @default.
- W3159660070 cites W2921444773 @default.
- W3159660070 cites W2922512202 @default.
- W3159660070 cites W2923051440 @default.
- W3159660070 cites W2923501617 @default.
- W3159660070 cites W2928374940 @default.
- W3159660070 cites W2936111010 @default.
- W3159660070 cites W2936340812 @default.
- W3159660070 cites W2937995153 @default.
- W3159660070 cites W2939142770 @default.
- W3159660070 cites W2940487144 @default.
- W3159660070 cites W2941434555 @default.
- W3159660070 cites W2941555836 @default.
- W3159660070 cites W2942648398 @default.
- W3159660070 cites W2944016032 @default.
- W3159660070 cites W2944918936 @default.
- W3159660070 cites W2944970705 @default.
- W3159660070 cites W2947005892 @default.
- W3159660070 cites W2947939615 @default.
- W3159660070 cites W2951141079 @default.
- W3159660070 cites W2952378269 @default.
- W3159660070 cites W2954083053 @default.
- W3159660070 cites W2954503654 @default.
- W3159660070 cites W2956327617 @default.
- W3159660070 cites W2956423933 @default.
- W3159660070 cites W2965286438 @default.
- W3159660070 cites W2966577491 @default.
- W3159660070 cites W2969969042 @default.
- W3159660070 cites W2971837223 @default.
- W3159660070 cites W2972037190 @default.
- W3159660070 cites W2975029521 @default.