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Learning Curves for Drug Response Prediction in Cancer Cell Lines

Learning Curves for Drug Response Prediction in Cancer Cell Lines

25 November 2020
A. Partin
Thomas Brettin
Yvonne A. Evrard
Yitan Zhu
H. Yoo
Fangfang Xia
Songhao Jiang
Austin R. Clyde
Maulik Shukla
Michael Fonstein
J. Doroshow
Rick L. Stevens
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Papers citing "Learning Curves for Drug Response Prediction in Cancer Cell Lines"

3 / 3 papers shown
Title
Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis
Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysis
A. Partin
Priyanka Vasanthakumari
Oleksandr Narykov
Andreas Wilke
Natasha Koussa
...
Souparno Ghosh
R. Pal
Thomas Brettin
M. Ryan Weil
Rick L. Stevens
OOD
41
0
0
18 Mar 2025
Assessing Reusability of Deep Learning-Based Monotherapy Drug Response
  Prediction Models Trained with Omics Data
Assessing Reusability of Deep Learning-Based Monotherapy Drug Response Prediction Models Trained with Omics Data
Jamie Overbeek
Alexander Partin
Thomas S. Brettin
Nicholas Chia
Oleksandr Narykov
...
Cesar Sanchez-Villalobos
Ruibo Zhang
Ranadip Pal
M. Ryan Weil
Rick L. Stevens
24
1
0
18 Sep 2024
Deep learning methods for drug response prediction in cancer:
  predominant and emerging trends
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
6
54
0
18 Nov 2022
1