Dongfang Xu
Cedars-Sinai Medical Center(US)First Affiliated Hospital of Gannan Medical University(CN)
Publications by Year
Research Areas
Topic Modeling, Biomedical Text Mining and Ontologies, Machine Learning in Healthcare, Natural Language Processing Techniques, Semantic Web and Ontologies
Most-Cited Works
- → Measuring the Latency of Depression Detection in Social Media(2018)125 cited
- → A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization(2020)43 cited
- → Introducing Explorer of Taxon Concepts with a case study on spider measurement matrix building(2016)31 cited
- → Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization(2020)30 cited
- → SemEval 2018 Task 6: Parsing Time Normalizations(2018)29 cited
- → A simple neural vector space model for medical concept normalization using concept embeddings(2022)29 cited
- → From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations(2018)29 cited
- → A scoping review of publicly available language tasks in clinical natural language processing(2022)27 cited
- → Leveraging Natural Language Processing and Machine Learning Methods for Adverse Drug Event Detection in Electronic Health/Medical Records: A Scoping Review(2025)25 cited
- → Multi-class Hierarchical Question Classification for Multiple Choice Science Exams(2019)20 cited