Anthony Nguyen

Google (United States) — United States

Biochemistry, Genetics and Molecular Biology · Life Sciences

26h-index3.0kcitations207works17.32yr avg
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Research Topics

Biomedical Text Mining and Ontologies(59), Topic Modeling(57), Machine Learning in Healthcare(25), Natural Language Processing Techniques(22), Advanced Data Compression Techniques(16)

Publications190 total

A scoping review of the governance of federated learning in healthcare
npj Digital Medicine·2025· 14 citedOpen Access
Comparing Text-Based Clinical Risk Prediction in Critical Care: A Note-Specific Hierarchical Network and Large Language Models
IEEE Journal of Biomedical and Health Informatics·2025· 1 citedOpen Access
Intra-Layer Recurrence in Transformers for Language Modeling
arXiv (Cornell University)·2025Open Access
MEMS scanning indirect time-of-flight (iTOF) eye tracking
2025
Dental Student Engagement in Research: A Survey of California Dental Schools
Journal of the California Dental Association·2024Open Access
Generating synthetic clinical text with local large language models to identify misdiagnosed limb fractures in radiology reports
Artificial Intelligence in Medicine·2024· 8 citedOpen Access
The HOTspots Digital Surveillance: Conceptualisation to Clinical Deployment
Studies in health technology and informatics·2024Open Access
Prediction of Antibiotic Susceptibility in E. coli Isolates Using Machine Learning
Studies in health technology and informatics·2024Open Access
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
arXiv (Cornell University)·2024Open Access
Leveraging existing data to improve antimicrobial resistance-related mortality estimates for Australia
Australian Health Review·2024Open Access
Analyzing pain patterns in the emergency department: Leveraging clinical text deep learning models for real-world insights
International Journal of Medical Informatics·2024· 7 citedOpen Access
e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
arXiv (Cornell University)·2024Open Access
Uncovering Variations in Clinical Notes for NLP Modeling
Studies in health technology and informatics·2024· 1 citedOpen Access
Developing Robust Clinical Text Deep Learning Models – A “Painless” Approach
Studies in health technology and informatics·2024· 4 citedOpen Access
e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation
2024· 4 citedOpen Access
ANALYZING THE GRAIN SIZE DISTRIBUTION FROM SEDIMENTARY CORES IN THE COACHELLA VALLEY, CALIFORNIA
Abstracts with programs - Geological Society of America·2024
e-Health CSIRO at “Discharge Me!” 2024: Generating Discharge Summary Sections with Fine-tuned Language Models
2024· 2 citedOpen Access
INVESTIGATING SEX SPECIFIC EFFECTS BETWEEN WAIST-HIP RATIO, ERYTHROCYTOSIS, AND CARDIORESPIRATORY FITNESS THROUGH MENDELIAN RANDOMIZATION
Canadian Journal of Diabetes·2023
Polypharmacy in chronic kidney disease: Health outcomes & pharmacy-based strategies to mitigate inappropriate polypharmacy
The American Journal of the Medical Sciences·2023· 7 cited
Overcoming leakage in quantum error correction
Nature Physics·2023· 66 citedOpen Access
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Frequent Co-authors

Guido Zuccon(13), Michael Lawley(7), Sarvnaz Karimi(7), Hamed Hassanzadeh(7), Shoni Colquist(5), Bevan Koopman(5), David Hansen(4), Anton Bergheim(4), Karin Verspoor(4), John O’Dwyer(4), Julie Moore(4), Mahnoosh Kholghi(4), Laurianne Sitbon(4), Narelle Grayson(3), Jinghui Liu(3), Daniel Capurro(3), Leibo Liu(3), Oscar Perez‐Concha(3), Vicki Bennett(3), Louisa Jorm(3)