A/Prof Douglas Valente Pires
Honorary (Principal Fellow)
School of Computing and Information Systems
124 Scholarly works
2 Projects
HIGHLIGHTS
2025
Journal article
The topological properties of the protein universe
DOI: 10.1038/s41467-025-61108-22025
Journal article
Potential Antiviral Compounds from Hippeastrum puniceum Bulb Against Yellow Fever Virus: Bioassay-Guided Fractionation and In Silico Pharmacokinetic Analysis
DOI: 10.3390/molecules302141492024
Conference Proceedings
Clinical Translation of a Heparin-Induced Thrombocytopenia predictor for Intensive Care Patients
DOI: 10.1145/3641142.36411722023
Journal article
Data-driven overdiagnosis definitions: A scoping review
DOI: 10.1016/j.jbi.2023.1045062022
Research grants (other domestic)
Establishing a Comprehensive Dataset and Data Management Capability at Western Health to Inform Public Health Practice Response for Future Pandemic Infections.
2022
Research grants (other domestic)
Appropriate Antimicrobial Use: Scaling Surveillance Using Digital Health
2022
Journal article
Designing a professional development online short course to foster Learning Healthcare Systems
DOI: 10.1016/j.ijmedinf.2021.104666
RECENT SCHOLARLY WORKS
2025
Journal article
New Machine Learning Models for Predicting the Organic Cation Transporters OCT1, OCT2, and OCT3 Uptake
DOI: 10.1021/acsomega.5c056052025
Journal article
Uncovering digital overdiagnosis – Quantification and mitigation using clinical trajectories: Heparin-induced thrombocytopenia use case
DOI: 10.1016/j.jbi.2025.1048762025
Journal article
Assessing the predicted impact of single amino acid substitutions in calmodulin for CAGI6 challenges
DOI: 10.1007/s00439-024-02720-y2025
Journal article
Assessing the predicted impact of single amino acid substitutions in MAPK proteins for CAGI6 challenges
DOI: 10.1007/s00439-024-02724-82025
Journal article
The gonorrhoea care cascade in general practice: a descriptive study to explore gonorrhoea management utilising electronic medical records
DOI: 10.1071/SH241402025
Journal article
Computational design of therapeutic antibodies with improved developability: efficient traversal of binder landscapes and rescue of escape mutations
DOI: 10.1080/19420862.2025.25112202025
Journal article
PerseuCPP: a machine learning strategy to predict cell-penetrating peptides and their uptake efficiency
DOI: 10.1093/bioadv/vbaf2132024
Journal article
Large scale paired antibody language models
DOI: 10.1371/journal.pcbi.1012646