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Konstantinos Vougas
National and Kapodistrian University of Athens
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#1Konstantinos Vougas (UoA: National and Kapodistrian University of Athens)H-Index: 1
#2Theodore Sakelaropoulos (NYU: New York University)H-Index: 1
Last.Vassilis G. GorgoulisH-Index: 47
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Abstract A major challenge in cancer treatment is predicting the clinical response to anti-cancer drugs on a personalized basis. The success of such a task largely depends on the ability to develop computational resources that integrate big “omic” data into effective drug-response models. Machine learning is both an expanding and an evolving computational field that holds promise to cover such needs. Here we provide a focused overview of: 1) the various supervised and unsupervised algorithms use...
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