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Adam G. Dunn
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Journal Articles
- 2024
- [j19]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): 4663-4672 (2024) - [j18]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): 1886-1895 (2024) - 2023
- [j17]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: 105021 (2023) - [j16]Farhana Pethani
, Adam G. Dunn
:
Natural language processing for clinical notes in dentistry: A systematic review. J. Biomed. Informatics 138: 104282 (2023) - [j15]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): 362-372 (2023) - [j14]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): 2325-2334 (2023) - 2022
- [j13]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): 144 (2022) - [j12]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): 508-522 (2022) - 2021
- [j11]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): 205395172110187 (2021) - 2020
- [j10]Hansi Zhang, Christopher Wheldon
, Adam G. Dunn
, Cui Tao
, Jinhai Huo, Rui Zhang, Mattia 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): 225-235 (2020) - [j9]Adam G. Dunn
, Florence T. Bourgeois:
Is it time for computable evidence synthesis? J. Am. Medical Informatics Assoc. 27(6): 972-975 (2020) - [j8]Eliza Harrison
, Paige Martin
, Didi Surian
, Adam G. Dunn
:
Recommending research articles to consumers of online vaccination information. Quant. Sci. Stud. 1(2): 810-823 (2020) - 2019
- [j7]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) - 2018
- [j6]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): 1248-1258 (2018) - [j5]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: 32-40 (2018) - [j4]Adam G. Dunn
, Kenneth D. Mandl, Enrico W. Coiera
:
Social media interventions for precision public health: promises and risks. npj Digit. Medicine 1 (2018) - 2015
- [j3]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) - 2011
- [j2]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): 259-266 (2011) - 2010
- [j1]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)
Conference and Workshop Papers
- 2024
- [c18]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: 529-537 - 2023
- [c17]Usman Naseem
, Jinman Kim
, Matloob Khushi
, Adam G. Dunn
:
A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. WSDM 2023: 706-714 - [c16]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: 995-1003 - 2022
- [c15]Usman Naseem
, Adam G. Dunn
, Jinman Kim, Matloob Khushi:
Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. WWW 2022: 2563-2572 - [c14]Usman Naseem
, Jinman Kim, Matloob Khushi, Adam G. Dunn
:
Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. WWW 2022: 2573-2581 - 2021
- [c13]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: 1705-1715 - [c12]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: 1-8 - 2019
- [c11]Adam G. Dunn, Paige Martin, Florence T. Bourgeois:
Using trial2rev to support timely and efficient systematic review updates. AMIA 2019 - 2018
- [c10]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 - 2016
- [c9]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 - 2015
- [c8]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: 761-765 - [c7]Adam G. Dunn
, Diana Arachi, Florence T. Bourgeois:
Identifying Clinical Study Types from PubMed Metadata: The Active (Machine) Learning Approach. MedInfo 2015: 867-871 - 2013
- [c6]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: 77-81 - 2010
- [c5]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: 784-788 - [c4]Wayne Wobcke, Adam G. Dunn
:
Agent-Based Modelling for Risk Assessment of Routine Clinical Processes. PRIMA 2010: 511-522 - 2007
- [c3]Adam G. Dunn
, Jonathan D. Majer:
Simulating Weed Propagation Via Hierarchical, Patch-Based Cellular Automata. International Conference on Computational Science (1) 2007: 762-769 - 2004
- [c2]Adam G. Dunn
, George Milne:
Modelling Wildfire Dynamics via Interacting Automata. ACRI 2004: 395-404 - 2003
- [c1]Adam G. Dunn:
Environment-Independent Performance Analyses of Cryptographic Algorithms. ACSC 2003: 265-274
Parts in Books or Collections
- 2010
- [p1]Adam G. Dunn
:
Hierarchical Cellular Automata Methods. Simulating Complex Systems by Cellular Automata 2010: 59-80
Informal and Other Publications
- 2022
- [i10]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 abs/2204.04521 (2022) - 2021
- [i9]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 abs/2106.09589 (2021) - [i8]Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim:
Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT. CoRR abs/2107.04374 (2021) - [i7]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 abs/2109.02254 (2021) - 2019
- [i6]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 abs/1903.07219 (2019) - [i5]Eliza Harrison, Paige Martin, Didi Surian, Adam G. Dunn:
Recommending research articles to consumers of online vaccination information. CoRR abs/1904.11886 (2019) - [i4]Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian:
Mining Twitter to Assess the Determinants of Health Behavior towards Human Papillomavirus Vaccination in the United States. CoRR abs/1907.11624 (2019) - 2018
- [i3]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 abs/1802.07859 (2018) - 2017
- [i2]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 abs/1709.02116 (2017) - [i1]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 abs/1709.06758 (2017)
Coauthor Index
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last updated on 2024-09-09 01:16 CEST by the dblp team
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