Kirk Roberts
Sacred Heart University(US)The University of Texas Health Science Center(US)Keck Graduate Institute(US)The University of Texas Health Science Center at Houston(US)
Publications by Year
Research Areas
Topic Modeling, Biomedical Text Mining and Ontologies, Natural Language Processing Techniques, Machine Learning in Healthcare, Semantic Web and Ontologies
Most-Cited Works
- → Deep learning in clinical natural language processing: a methodical review(2019)466 cited
- → Encephalitis and antibodies to dipeptidyl‐peptidase–like protein‐6, a subunit of Kv4.2 potassium channels(2012)370 cited
- → Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation(2016)352 cited
- → Enhancing clinical concept extraction with contextual embeddings(2019)327 cited
- → Improving large language models for clinical named entity recognition via prompt engineering(2024)255 cited
- → Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review(2020)227 cited
- EmpaTweet: Annotating and Detecting Emotions on Twitter