- Tytuł:
- Evidence Based Diagnosis of Mesothelioma
- Autorzy:
-
Malhotra, Isha
Tayal, Akash - Powiązania:
- https://bibliotekanauki.pl/articles/1159560.pdf
- Data publikacji:
- 2018
- Wydawca:
- Przedsiębiorstwo Wydawnictw Naukowych Darwin / Scientific Publishing House DARWIN
- Tematy:
-
Artificial neural Network
Asbestos
Mesothelioma
Multilayer Perceptron
epochs - Opis:
- The aim of this study is to extract the hidden patterns by using data mining and artificial intelligence techniques. The concept of artificial neural network depends on the idea that we can imitate the working of human brain by making the right links. Artificial Intelligence has always helped in many research areas including medical diagnosis. One of the basic methodologies for training and testing a network by utilizing medical information is discussed here. We have used SAS for analyzing our data and applying feed forward and back propagation mechanism for our diagnosis. The feed forward neural network with back propagation algorithm can be used to identify the diseased ones among different set of admitted individuals. In this paper, we have used multi-layer neural network to achieve the best performance with the minimum epoch (training iterations) and training time.
- Źródło:
-
World Scientific News; 2018, 113; 117-129
2392-2192 - Pojawia się w:
- World Scientific News
- Dostawca treści:
- Biblioteka Nauki
Artykuł