Deep learning for drug response prediction in cancer

Predicting the sensitivity of tumors to specific anti-cancer treatments is a challenge of paramount importance for precision medicine. Machine learning(ML) algorithms can be trained on high-throughput screening data to develop models that are able to predict the response of cancer cell lines and pat...

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Bibliographic Details
Main Author: Baptista, Delora (author)
Other Authors: Ferreira, Pedro G. (author), Rocha, Miguel (author)
Format: article
Language:eng
Published: 2021
Subjects:
Online Access:http://hdl.handle.net/1822/73086
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/73086