Adam G. Dunn

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 36

Top Topics

Natural Language Processing

Ordinal Classification

Conversational Agents

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. WSDM (2024)
Usman Naseem, Matloob Khushi, Adam G. Dunn, Jinman Kim
K-PathVQA: Knowledge-Aware Multimodal Representation for Pathology Visual Question Answering. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
Hybrid Text Representation for Explainable Suicide Risk Identification on Social Media. IEEE Trans. Comput. Soc. Syst. 11 (4) (2024)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Robust Identification of Figurative Language in Personal Health Mentions on Twitter. IEEE Trans. Artif. Intell. 4 (2) (2023)
Farhana Pethani, Adam G. Dunn
Natural language processing for clinical notes in dentistry: A systematic review. J. Biomed. Informatics 138 (2023)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
RHMD: A Real-World Dataset for Health Mention Classification on Reddit. IEEE Trans. Comput. Soc. Syst. 10 (5) (2023)
Carol El-Hayek, Siamak Barzegar, Noel Faux, Kim Doyle, Priyanka Pillai, Simon J. Mutch, Alaina Vaisey, Roger Ward, Lena Sanci, Adam G. Dunn, Margaret Hellard, Jane S. Hocking, Karin Verspoor, Douglas IR. Boyle
An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice. Int. J. Medical Informatics 173 (2023)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. WSDM (2023)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Graph-Based Hierarchical Attention Network for Suicide Risk Detection on Social Media. WWW (Companion Volume) (2023)
Usman Naseem, Adam G. Dunn, Jinman Kim, Matloob Khushi
Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. WWW (2022)
Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT. BMC Bioinform. 23 (1) (2022)
Usman Naseem, Byoung-Chan Lee, Matloob Khushi, Jinman Kim, Adam G. Dunn
Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model. CoRR (2022)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. WWW (2022)
Zubair Shah, Adam G. Dunn
Event Detection on Twitter by Mapping Unexpected Changes in Streaming Data into a Spatiotemporal Lattice. IEEE Trans. Big Data 8 (2) (2022)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. IJCNN (2021)
Adam G. Dunn, Maryke Steffens, Amalie Dyda, Kenneth D. Mandl
Knowing when to act: A call for an open misinformation library to guide actionable surveillance. Big Data Soc. 8 (1) (2021)
Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT. CoRR (2021)
Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. EMNLP (Findings) (2021)
Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. CoRR (2021)
Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn
Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. CoRR (2021)
Eliza Harrison, Paige Martin, Didi Surian, Adam G. Dunn
Recommending research articles to consumers of online vaccination information. Quant. Sci. Stud. 1 (2) (2020)
Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia C. F. Prosperi, Yi Guo, Jiang Bian
Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States. J. Am. Medical Informatics Assoc. 27 (2) (2020)
Adam G. Dunn, Florence T. Bourgeois
Is it time for computable evidence synthesis? J. Am. Medical Informatics Assoc. 27 (6) (2020)
Didi Surian, Vitaliy Kim, Ranjeeta Menon, Adam G. Dunn, Vitali Sintchenko, Enrico W. Coiera
Tracking a moving user in indoor environments using Bluetooth low energy beacons. J. Biomed. Informatics 98 (2019)
Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia C. F. Prosperi, Yi Guo, Jiang Bian
Mining Twitter to Assess the Determinants of Health Behavior towards Human Papillomavirus Vaccination in the United States. CoRR (2019)
Eliza Harrison, Paige Martin, Didi Surian, Adam G. Dunn
Recommending research articles to consumers of online vaccination information. CoRR (2019)
Zubair Shah, Didi Surian, Amalie Dyda, Enrico W. Coiera, Kenneth D. Mandl, Adam G. Dunn
Automatically applying a credibility appraisal tool to track vaccination-related communications shared on social media. CoRR (2019)
Adam G. Dunn, Paige Martin, Florence T. Bourgeois
Using trial2rev to support timely and efficient systematic review updates. AMIA (2019)
Adam G. Dunn, Kenneth D. Mandl, Enrico W. Coiera
Social media interventions for precision public health: promises and risks. npj Digit. Medicine 1 (2018)
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
Conversational agents in healthcare: a systematic review. J. Am. Medical Informatics Assoc. 25 (9) (2018)
Didi Surian, Adam G. Dunn, Liat Orenstein, Rabia Bashir, Enrico W. Coiera, Florence T. Bourgeois
A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates. J. Biomed. Informatics 79 (2018)
Zubair Shah, Paige Martin, Enrico W. Coiera, Kenneth D. Mandl, Adam G. Dunn
Modelling spatiotemporal variation of positive and negative sentiment on Twitter to improve the identification of localised deviations. CoRR (2018)
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
Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. AMIA (2018)
Adam G. Dunn, Enrico W. Coiera, Florence T. Bourgeois
Document similarity measures can support semi-automated identification of unreported links between trial registrations and published reports. CoRR (2017)
Didi Surian, Adam G. Dunn, Liat Orenstein, Rabia Bashir, Enrico W. Coiera, Florence T. Bourgeois
A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates. CoRR (2017)
Adam G. Dunn, Florence T. Bourgeois
A Matching Algorithm between ClinicalTrials.gov and PubMed to Support the Monitoring of Gaps in Published Study Results. AMIA (2016)
Adam G. Dunn
Review: Understanding Large Temporal Networks and Spatial Networks: Exploration, Pattern Searching, Visualization and Network Evolution (Wiley Series in Computational and Quantitative Social Science). J. Artif. Soc. Soc. Simul. 18 (3) (2015)
Xujuan Zhou, Enrico W. Coiera, Guy Tsafnat, Diana Arachi, Mei-Sing Ong, Adam G. Dunn
Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter. MedInfo (2015)
Adam G. Dunn, Diana Arachi, Florence T. Bourgeois
Identifying Clinical Study Types from PubMed Metadata: The Active (Machine) Learning Approach. MedInfo (2015)
Annie Y. S. Lau, Adam G. Dunn, Nathan J. Mortimer, Judith Proudfoot, Annie Andrews, Siaw-Teng Liaw, Jacinta Crimmins, Amaël Arguel, Enrico W. Coiera
Consumers' Online Social Network Topologies and Health Behaviours. MedInfo (2013)
Adam G. Dunn, Mei-Sing Ong, Johanna I. Westbrook, Farah Magrabi, Enrico W. Coiera, Wayne Wobcke
A simulation framework for mapping risks in clinical processes: the case of in-patient transfers. J. Am. Medical Informatics Assoc. 18 (3) (2011)
Adam G. Dunn, Blanca Gallego
Diffusion of Competing Innovations: The Effects of Network Structure on the Provision of Healthcare. J. Artif. Soc. Soc. Simul. 13 (4) (2010)
Wayne Wobcke, Adam G. Dunn
Agent-Based Modelling for Risk Assessment of Routine Clinical Processes. PRIMA (2010)
Farah Magrabi, Simon Y. W. Li, Adam G. Dunn, Enrico W. Coiera
Why is it so difficult to measure the effects of interruptions in healthcare? MedInfo (2010)
Adam G. Dunn, Jonathan D. Majer
Simulating Weed Propagation Via Hierarchical, Patch-Based Cellular Automata. International Conference on Computational Science (1) (2007)
Adam G. Dunn, George Milne
Modelling Wildfire Dynamics via Interacting Automata. ACRI (2004)
Adam G. Dunn
Environment-Independent Performance Analyses of Cryptographic Algorithms. ACSC (2003)