Davy Guan - Concepedia

Author

Davy Guan

The University of Sydney ORCID

Also Known As

D. Guan, Davy Guan, Donghui Guan, Guan, D., Guan, Davy

Publications

225

Citations

H-Index

Concepts

All Affiliations

The University of Sydney

About

Davy Guan is an author at The University of Sydney specializing in medicine, molecular biology, and high-throughput screening.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Medicine	3	3	69
2	Engineering	1	1	23
3	Health Sciences	1	1	19
4	Natural Sciences	1	1	20
5	Biochemistry	1	1	20

Davy Guan

Publications

140

Citations

H-Index

Page 1

	Year	Citations
Combining machine learning models of in vitro and in vivo bioassays improves rat carcinogenicity prediction Davy Guan, Kevin Fan, Ian Spence, Regulatory Toxicology and Pharmacology Predictive ToxicologyMedicinePathologyCarcinogenicity PredictionBiostatistics	2018	27
LogP prediction performance with the SMD solvation model and the M06 density functional family for SAMPL6 blind prediction challenge molecules Davy Guan, Raymond Lui, Slade Matthews Journal of Computer-Aided Molecular Design Logp Prediction PerformanceEngineeringMolecular BiologyProtein ModelingSmd Solvation Model	2020	23
A comparison of molecular representations for lipophilicity quantitative structure–property relationships with results from the SAMPL6 logP Prediction Challenge Raymond Lui, Davy Guan, Slade Matthews Journal of Computer-Aided Molecular Design BiochemistryBiomolecular Structure PredictionNatural SciencesMolecular PropertyMolecular Biology	2020	20
An Open Drug Discovery Competition: Experimental Validation of Predictive Models in a Series of Novel Antimalarials Edwin G. Tse, Laksh Aithani, Mark Anderson, Journal of Medicinal Chemistry	2021	19
Evaluation of QSAR models for predicting mutagenicity: outcome of the Second Ames/QSAR international challenge project A. Furuhama, Atsushi Kitazawa, Jiahao Yao, SAR and QSAR in environmental research Drug ResistanceToxicologyBiostatisticsRadiation OncologyCancer Research	2023	19
Multiple Instance Learning Improves Ames Mutagenicity Prediction for Problematic Molecular Species Samuel V. Feeney, Raymond Lui, Davy Guan, Chemical Research in Toxicology	2023	16
Mechanistic Task Groupings Enhance Multitask Deep Learning of Strain-Specific Ames Mutagenicity Raymond Lui, Davy Guan, Slade Matthews Chemical Research in Toxicology	2023	16

Page 1