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Adam G. Dunn
ORCID
Publication Activity (10 Years)
Years Active: 2003-2024
Publications (10 Years): 36
Top Topics
Natural Language Processing
Social Media
Ordinal Classification
Conversational Agents
Top Venues
CoRR
J. Am. Medical Informatics Assoc.
J. Biomed. Informatics
AMIA
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Publications
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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)