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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 Iain Ross 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
- [c19]Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim:
Vaccine Misinformation Detection in X using Cooperative Multimodal Framework. ACM Multimedia 2024: 4034-4042 - [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 2024-11-07 20:33 CET by the dblp team
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