Artificial neural networks in medical diagnosis
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Cites background from "Artificial neural networks in medic..."
...Over the last few years, deep neural networks have become increasingly popular and have now started penetrating safety critical domains such as autonomous driving [Bojarski et al. 2016] and medical diagnosis [Amato et al. 2013] where they are often relied upon for making important decisions....
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...2016] and medical diagnosis [Amato et al. 2013] where they are often relied upon for making important decisions....
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References
2,622 citations
"Artificial neural networks in medic..." refers methods in this paper
...Here we will give only a brief description of the learning process; more details are provided for example in the review by (Basheer and Hajmeer 2000)....
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1,418 citations
"Artificial neural networks in medic..." refers background in this paper
...A review of various classes of neural networks can be found in (Aleksander and Morton 1995, Zupan and Gasteiger 1999)....
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651 citations
"Artificial neural networks in medic..." refers background or methods in this paper
...However, the most commonly used is back propagation (Zupan and Gasteiger 1999; Ahmed 2005)....
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...Various transfer functions are available (Zupan and Gasteiger 1999); however, the most commonly used is the sigmoid one:...
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...A review of various classes of neural networks can be found in (Aleksander and Morton 1995, Zupan and Gasteiger 1999)....
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555 citations
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"Artificial neural networks in medic..." refers background in this paper
...A decrease in the classification performance of the network is observed for imbalanced databases (those with a different number of cases for each class) (Mazurowski et al. 2008)....
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