| 2025 | RANLP | Strategies for Efficient Retrieval-augmented Generation in Clinical Domains with RAPTOR: A Benchmarking Study. | Xumou Zhang, Qixuan Hu, Jinman Kim, Adam G. Dunn |
| 2024 | WSDM | A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. | Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn |
| 2023 | WWW | Graph-Based Hierarchical Attention Network for Suicide Risk Detection on Social Media. | Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn |
| 2023 | WSDM | A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. | Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn |
| 2022 | WWW | Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. | Usman Naseem, Adam G. Dunn, Jinman Kim, Matloob Khushi |
| 2022 | WWW | Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. | Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn |
| 2021 | EMNLP | Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. | Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn |
| 2021 | IJCNN | Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. | Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn |
| 2019 | AMIA | Using trial2rev to support timely and efficient systematic review updates. | Adam G. Dunn, Paige Martin, Florence T. Bourgeois |
| 2018 | AMIA | Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. | Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera |
| 2016 | AMIA | A Matching Algorithm between ClinicalTrials.gov and PubMed to Support the Monitoring of Gaps in Published Study Results. | Adam G. Dunn, Florence T. Bourgeois |
| 2010 | PRIMA | Agent-Based Modelling for Risk Assessment of Routine Clinical Processes. | Wayne Wobcke, Adam G. Dunn |
| 2007 | ICCS | Simulating Weed Propagation Via Hierarchical, Patch-Based Cellular Automata. | Adam G. Dunn, Jonathan D. Majer |