Yiwen Shi

Statistics

Publications

Citations

H-Index

Active since

2021

Affiliations

Center for Drug Evaluation and Research(Current)

Drexel University

United States Food and Drug Administration

Yiwen Shi is an author at Center for Drug Evaluation and Research specializing in natural language processing, computational linguistics, and text mining.

ORCID

Top concepts

Natural Language ProcessingMedicineDrug SafetyEngineeringText MiningData SciencePharmacologyDrug DiscoveryCorpus LinguisticsComputational Linguistics

Publications per year

2021–2024

Publications

PharmBERT: a domain-specific BERT model for drug labels

Taha ValizadehAslani, Yiwen Shi, Ping Ren et al. · Briefings in Bioinformatics · 2023 · 37 citations

Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing

Yiwen Shi, Ping Ren, Yi Zhang et al. · Frontiers in Research Metrics and Analytics · 2021 · 17 citations · Full text

Engineering, Drug Product Information, Corpus Linguistics +23

Fine-tuning BERT for automatic ADME semantic labeling in FDA drug labeling to enhance product-specific guidance assessment

Yiwen Shi, Jing Wang, Ping Ren et al. · Journal of Biomedical Informatics · 2023 · 16 citations

Drug Safety, Natural Language Processing, Drug Target +9

Two-stage fine-tuning with ChatGPT data augmentation for learning class-imbalanced data

Taha ValizadehAslani, Yiwen Shi, Jing Wang et al. · Neurocomputing · 2024 · 16 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +23

1–4 of 4