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- W4313247110 abstract "Several studies have demonstrated the value of artificial intelligence (AI) applications in breast cancer diagnosis. The systematic review of AI applications in breast cancer diagnosis includes several studies that compare breast cancer diagnosis and AI. However, they lack systematization, and each study appears to be conducted uniquely. The purpose and contributions of this study are to offer elaborative knowledge on the applications of AI in the diagnosis of breast cancer through citation analysis in order to categorize the main area of specialization that attracts the attention of the academic community, as well as thematic issue analysis to identify the species being researched in each category. In this study, a total number of 17,900 studies addressing breast cancer and AI published between 2012 and 2022 were obtained from these databases: IEEE, Embase: Excerpta Medica Database Guide-Ovid, PubMed, Springer, Web of Science, and Google Scholar. We applied inclusion and exclusion criteria to the search; 36 studies were identified. The vast majority of AI applications used classification models for the prediction of breast cancer. Howbeit, accuracy (99%) has the highest number of performance metrics, followed by specificity (98%) and area under the curve (0.95). Additionally, the Convolutional Neural Network (CNN) was the best model of choice in several studies. This study shows that the quantity and caliber of studies that use AI applications in breast cancer diagnosis will continue to rise annually. As a result, AI-based applications are viewed as a supplement to doctors' clinical reasoning, with the ultimate goal of providing quality healthcare that is both affordable and accessible to everyone worldwide." @default.
- W4313247110 created "2023-01-06" @default.
- W4313247110 creator A5011014816 @default.
- W4313247110 creator A5027792051 @default.
- W4313247110 creator A5067346781 @default.
- W4313247110 creator A5072741070 @default.
- W4313247110 date "2022-12-23" @default.
- W4313247110 modified "2023-10-10" @default.
- W4313247110 title "The Systematic Review of Artificial Intelligence Applications in Breast Cancer Diagnosis" @default.
- W4313247110 cites W1765879118 @default.
- W4313247110 cites W1938908299 @default.
- W4313247110 cites W1964901833 @default.
- W4313247110 cites W1973387286 @default.
- W4313247110 cites W1999332886 @default.
- W4313247110 cites W2019491759 @default.
- W4313247110 cites W2025285625 @default.
- W4313247110 cites W2069816479 @default.
- W4313247110 cites W2097736837 @default.
- W4313247110 cites W2133584444 @default.
- W4313247110 cites W2140139548 @default.
- W4313247110 cites W2161817637 @default.
- W4313247110 cites W2190746225 @default.
- W4313247110 cites W2214125478 @default.
- W4313247110 cites W2317417577 @default.
- W4313247110 cites W2493683088 @default.
- W4313247110 cites W2559553341 @default.
- W4313247110 cites W2588570836 @default.
- W4313247110 cites W2607075141 @default.
- W4313247110 cites W2611638831 @default.
- W4313247110 cites W2734402721 @default.
- W4313247110 cites W2763355946 @default.
- W4313247110 cites W2771728181 @default.
- W4313247110 cites W2783710041 @default.
- W4313247110 cites W2791015340 @default.
- W4313247110 cites W2792983091 @default.
- W4313247110 cites W2793701907 @default.
- W4313247110 cites W2801301435 @default.
- W4313247110 cites W2808203302 @default.
- W4313247110 cites W2894996849 @default.
- W4313247110 cites W2897399487 @default.
- W4313247110 cites W2897490102 @default.
- W4313247110 cites W2899679548 @default.
- W4313247110 cites W2902922537 @default.
- W4313247110 cites W2904896730 @default.
- W4313247110 cites W2906785117 @default.
- W4313247110 cites W2909646824 @default.
- W4313247110 cites W2911436281 @default.
- W4313247110 cites W2918598741 @default.
- W4313247110 cites W2919115771 @default.
- W4313247110 cites W2922512202 @default.
- W4313247110 cites W2939142770 @default.
- W4313247110 cites W2946074429 @default.
- W4313247110 cites W2949955266 @default.
- W4313247110 cites W2964189045 @default.
- W4313247110 cites W2966920518 @default.
- W4313247110 cites W2985260969 @default.
- W4313247110 cites W2990272570 @default.
- W4313247110 cites W2995276890 @default.
- W4313247110 cites W2998449599 @default.
- W4313247110 cites W3030432638 @default.
- W4313247110 cites W3045882047 @default.
- W4313247110 cites W3047329278 @default.
- W4313247110 cites W3082673362 @default.
- W4313247110 cites W3082944873 @default.
- W4313247110 cites W3091273318 @default.
- W4313247110 cites W3100888081 @default.
- W4313247110 cites W3101203601 @default.
- W4313247110 cites W3104138698 @default.
- W4313247110 cites W3104164805 @default.
- W4313247110 cites W3116394266 @default.
- W4313247110 cites W3117829857 @default.
- W4313247110 cites W3150663808 @default.
- W4313247110 cites W3157098613 @default.
- W4313247110 cites W3163490502 @default.
- W4313247110 cites W3185202723 @default.
- W4313247110 cites W3185256838 @default.
- W4313247110 cites W3185985737 @default.
- W4313247110 cites W3196604109 @default.
- W4313247110 cites W3197840494 @default.
- W4313247110 cites W3199182840 @default.
- W4313247110 cites W3206841404 @default.
- W4313247110 cites W4200085479 @default.
- W4313247110 cites W4200608622 @default.
- W4313247110 cites W4205177272 @default.
- W4313247110 cites W4205476511 @default.
- W4313247110 cites W4206348828 @default.
- W4313247110 cites W4206841660 @default.
- W4313247110 cites W4211005384 @default.
- W4313247110 cites W4211007122 @default.
- W4313247110 cites W4212765645 @default.
- W4313247110 cites W4214571297 @default.
- W4313247110 cites W4220750587 @default.
- W4313247110 cites W4225531241 @default.
- W4313247110 cites W4293676867 @default.
- W4313247110 cites W4297502287 @default.
- W4313247110 cites W4306292536 @default.
- W4313247110 cites W4306916468 @default.
- W4313247110 cites W4308801409 @default.