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Hunter Sturm
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 3
Top Topics
Deep Learning
Hit Rate
Drug Discovery
Microarray
Top Venues
CoRR
J. Cheminformatics
PLoS Comput. Biol.
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Publications
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Hunter Sturm
,
Jonas Teufel
,
Kaitlin A. Isfeld
,
Pascal Friederich
,
Rebecca L. Davis
Mitigating Molecular Aggregation in Drug Discovery with Predictive Insights from Explainable AI.
CoRR
(2023)
A. S. M. Zisanur Rahman
,
Chengyou Liu
,
Hunter Sturm
,
Andrew M. Hogan
,
Rebecca Davis
,
Pingzhao Hu
,
Silvia T. Cardona
A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery.
PLoS Comput. Biol.
18 (10) (2022)
Chengyou Liu
,
Andrew M. Hogan
,
Hunter Sturm
,
Mohd Wasif Khan
,
Md. Mohaiminul Islam
,
A. S. M. Zisanur Rahman
,
Rebecca Davis
,
Silvia T. Cardona
,
Pingzhao Hu
Deep learning-driven prediction of drug mechanism of action from large-scale chemical-genetic interaction profiles.
J. Cheminformatics
14 (1) (2022)