Postdoctoral research fellow working in the Bender group.
Publications
Systematic analysis of protein targets associated with adverse events of drugs from clinical trials and post-marketing reports
(2020)
2020.06.12.135939
(doi: 10.1101/2020.06.12.135939)
Using Predicted Bioactivity Profiles to Improve Predictive Modeling.
Journal of Chemical Information and Modeling
(2020)
60
2830
(doi: 10.1021/acs.jcim.0c00250)
Computational Chemistry on a Budget: Supporting Drug Discovery with Limited Resources.
Journal of Medicinal Chemistry
(2020)
63
10158
(doi: 10.1021/acs.jmedchem.9b02126)
LightGBM: An Effective and Scalable Algorithm for Prediction of Chemical Toxicity–Application to the Tox21 and Mutagenicity Data Sets
Journal of chemical information and modeling
(2019)
59
4150
(doi: 10.1021/acs.jcim.9b00633)
Understanding Conditional Associations between ToxCast in Vitro Readouts and the Hepatotoxicity of Compounds Using Rule-Based Methods
Chemical Research in Toxicology
(2019)
33
137
Multitask Modeling with Confidence Using Matrix Factorization and Conformal Prediction.
J Chem Inf Model
(2019)
59
1598
(doi: 10.1021/acs.jcim.9b00027)
Maximizing gain in high-throughput screening using conformal prediction
J Cheminform
(2018)
10
7
(doi: 10.1186/s13321-018-0260-4)
Information-Derived Mechanistic Hypotheses for Structural Cardiotoxicity
Chemical Research in Toxicology
(2018)
31
1119
GBM Drug Bank-a new resource for glioblastoma drug discovery and informatics research
Neuro-Oncology
(2018)
20
1680
(doi: 10.1093/neuonc/noy122)
Emerging Patents in the Therapeutic Areas of Glioma and Glioblastoma.
Expert Opinion on Therapeutic Patents
(2018)
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