Author

J. H. Moore

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Pharmacology & Toxicology· 3

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 3 Research Focus:drug response / drug discovery· 3 Research Focus:benchmarking· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Organism:human· 1

Frequent Co-Authors

J. D. Romano· 3 shared Y. Hao· 3 shared

Activity by Year

2021-2022 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

3 shared papersPharmacology & Toxicology

J. D. Romano

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

KNOWLEDGE GRAPH AIDS COMPREHENSIVE EXPLANATION OF DRUG TOXICITY

Y. Hao, J. D. Romano, J. H. Moore

AIDTox is an interpretable deep learning model that predicts cytotoxicity and explains drug toxicity mechanisms using curated biological knowledge.

bioRxiv · Oct 7, 2022 · PreprintPharmacology & Toxicology

Knowledge-guided deep learning models of drug toxicity improve interpretation

Y. Hao, J. D. Romano, J. H. Moore

DTox improves drug toxicity prediction and interpretation by combining deep learning with biological knowledge, outperforming conventional models in explainability.

bioRxiv · Feb 28, 2022Pharmacology & Toxicology

Improving QSAR Modeling for Predictive Toxicology using Publicly Aggregated Semantic Graph Data and Graph Neural Networks

J. D. Romano, Y. Hao, J. H. Moore

This paper improves QSAR modeling for predictive toxicology by integrating semantic graph data with graph neural networks and analyzing their contributions.

bioRxiv · Aug 8, 2021 · PreprintPharmacology & Toxicology