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...

ver descrição completa

Detalhes bibliográficos
Autor principal: Baptista, Delora (author)
Outros Autores: Ferreira, Pedro G. (author), Rocha, Miguel (author)
Formato: article
Idioma:eng
Publicado em: 2021
Assuntos:
Texto completo:http://hdl.handle.net/1822/73086
País:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/73086