International Journal of Soft Computing And Artificial Intelligence (IJSCAI)
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Volume-9,Issue-1  ( May, 2021 )
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Jul. 2022
Submitted Papers : 80
Accepted Papers : 10
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Acc. Perc : 12%
Issue Published : 17
Paper Published : 198
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  Journal Paper


Paper Title :
Identification Of Influential Biomarkers For Human Leukemia – An Artificial Neural Network Approach

Author :Sougata Sheet, Anupam Ghosh, Sudhindu Bikash Mandal

Article Citation :Sougata Sheet ,Anupam Ghosh ,Sudhindu Bikash Mandal , (2016 ) " Identification Of Influential Biomarkers For Human Leukemia – An Artificial Neural Network Approach " , International Journal of Soft Computing And Artificial Intelligence (IJSCAI) , pp. 27-32, Volume-4,Issue-1

Abstract : Leukemia is a blood cancer. Children and adults under the age of 20 are most affected in leukemia. If it is detected and treated at the early stage cancer can be cured. This paper represents the classification of leukemia blood cells inside the B lymphocytes and plasma cells by using multi layer feed-forward Artificial Neural Network. Here, the sample consists of B lymphocytes, plasma cells, chronic lymphocytic leukemia, and multiple myeloma. The Back Propagation algorithm has been employed to train the network. There are ten input node, five hidden node and one output node are created. However, the network trained by the Back Propagation algorithm and validated using t- test and F- score. Keywords— Back propagation; t-test; True positive; False positive; False negative; F-score.

Type : Research paper

Published : Volume-4,Issue-1


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