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2503.14356
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Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis
18 March 2025
A. Partin
Priyanka Vasanthakumari
Oleksandr Narykov
Andreas Wilke
Natasha Koussa
Sara Jones
Yitan Zhu
Jamie Overbeek
Rajeev Jain
Gayara Demini Fernando
Cesar Sanchez-Villalobos
Cristina Garcia-Cardona
Jamaludin Mohd-Yusof
Nicholas Chia
Justin M. Wozniak
Souparno Ghosh
R. Pal
Thomas Brettin
M. Ryan Weil
Rick L. Stevens
OOD
Re-assign community
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Papers citing
"Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis"
5 / 5 papers shown
Title
Deep learning methods for drug response prediction in cancer: predominant and emerging trends
A. Partin
Thomas Brettin
Yitan Zhu
Oleksandr Narykov
Austin R. Clyde
Jamie Overbeek
Department of Materials Science
54
59
0
18 Nov 2022
Learning Curves for Drug Response Prediction in Cancer Cell Lines
A. Partin
Thomas Brettin
Yvonne A. Evrard
Yitan Zhu
H. Yoo
...
Austin R. Clyde
Maulik Shukla
Michael Fonstein
J. Doroshow
Rick L. Stevens
61
19
0
25 Nov 2020
Ensemble Transfer Learning for the Prediction of Anti-Cancer Drug Response
Yitan Zhu
Thomas Brettin
Yvonne A. Evrard
A. Partin
Fangfang Xia
Maulik Shukla
H. Yoo
J. Doroshow
Rick L. Stevens
OOD
31
67
0
13 May 2020
Parsl: Pervasive Parallel Programming in Python
Y. Babuji
A. Woodard
Zhuozhao Li
Daniel S. Katz
Ben Clifford
...
Ryan Chard
Justin M. Wozniak
Ian Foster
Michael Wilde
Kyle Chard
MoE
49
251
0
06 May 2019
Drug cell line interaction prediction
Pengfei Liu
58
116
0
28 Dec 2018
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