DrugMoaMiner: A computational tool for mechanism of action discovery and personalized drug sensitivity prediction

2016 ◽  
Author(s):  
Fuhai Li ◽  
Lin Wang ◽  
Ren Kong ◽  
Jianting Sheng ◽  
Huojun Cao ◽  
...  
Keyword(s):  
Mechanism Of Action ◽  
Drug Sensitivity ◽  
Computational Tool ◽  
Drug Sensitivity Prediction

scholarly journals Deciphering the signaling network of breast cancer improves drug sensitivity prediction

Cell Systems ◽  
2021 ◽  
Author(s):  
Marco Tognetti ◽  
Attila Gabor ◽  
Mi Yang ◽  
Valentina Cappelletti ◽  
Jonas Windhager ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Drug Sensitivity ◽  
Signaling Network ◽  
Drug Sensitivity Prediction

scholarly journals A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction

PLoS ONE ◽  
2015 ◽  
Vol 10 (12) ◽  
pp. e0144490 ◽  
Author(s):  
Saad Haider ◽  
Raziur Rahman ◽  
Souparno Ghosh ◽  
Ranadip Pal
Keyword(s):  
Random Forests ◽  
Drug Sensitivity ◽  
Drug Sensitivity Prediction

scholarly journals Feature selection strategies for drug sensitivity prediction

2020 ◽  
Vol 10 (1) ◽  
Author(s):  
Krzysztof Koras ◽  
Dilafruz Juraeva ◽  
Julian Kreis ◽  
Johanna Mazur ◽  
Eike Staub ◽  
...  
Keyword(s):  
Feature Selection ◽  
Drug Sensitivity ◽  
Selection Strategies ◽  
Drug Sensitivity Prediction

scholarly journals Drug Sensitivity Prediction by CpG Island Methylation Profile in the NCI-60 Cancer Cell Line Panel

2007 ◽  
Vol 67 (23) ◽  
pp. 11335-11343 ◽  
Author(s):  
Lanlan Shen ◽  
Yutaka Kondo ◽  
Saira Ahmed ◽  
Yanis Boumber ◽  
Kazuo Konishi ◽  
...  
Keyword(s):  
Cell Line ◽  
Cancer Cell ◽  
Drug Sensitivity ◽  
Cpg Island ◽  
Cancer Cell Line ◽  
Methylation Profile ◽  
Cell Line Panel ◽  
Drug Sensitivity Prediction ◽  
Cpg Island Methylation

Intratumor heterogeneity as an opportunity for drug sensitivity prediction and biomarker discovery.

2014 ◽  
Vol 32 (15_suppl) ◽  
pp. e15151-e15151
Author(s):  
Qiang Gao ◽  
William Niu ◽  
Andrew Tse ◽  
Jeffrey Lin ◽  
Zhou Jian ◽  
...  
Keyword(s):  
Drug Sensitivity ◽  
Biomarker Discovery ◽  
Intratumor Heterogeneity ◽  
Drug Sensitivity Prediction

scholarly journals A community effort to assess and improve drug sensitivity prediction algorithms

2014 ◽  
Vol 32 (12) ◽  
pp. 1202-1212 ◽  
Author(s):  
James C Costello ◽  
◽  
Laura M Heiser ◽  
Elisabeth Georgii ◽  
Mehmet Gönen ◽  
...  
Keyword(s):  
Drug Sensitivity ◽  
Prediction Algorithms ◽  
Drug Sensitivity Prediction ◽  
Community Effort
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