Adam G. Dunn - RankMe

60 papers A* 3A 2B 2Misc 6Journal 38Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A systematic review of generative artificial intelligence techniques for synthetic medical image datasets: Quality, models, public availability and applications. Comput. Methods Programs Biomed. Xingyue Fu, Xiaoshuang Li, Eduardo Delamare, Adam G. Dunn, Lei Bi, Jinman Kim
2026	J	`jnl`	Assessing the safety of patient-centred discharge medication instructions generated by an AI model. Int. J. Medical Informatics Michael Tang, Kristina Markova, Kristian Stanceski, Sharleen Zhong, Marguerite Tracy, Linda Koria, Sarita Lo, Xumou Zhang, Angela Pan, Jinman Kim, Julie Ayre, Adam G. Dunn
2026	J	`jnl`	Predicting patient returns due to complications and recommending follow-up appointments after a dental extraction using machine learning. Discov. Artif. Intell. Farhana Pethani, Jonathan K. Kummerfeld, Xiang Dai, Mike Conway, Albert Yaacoub, Sarvnaz Karimi, Heiko Spallek, Adam G. Dunn
2025	J	`jnl`	A novel language model for predicting serious adverse event results in clinical trials from their prospective registrations. CoRR Qixuan Hu, Xumou Zhang, Jinman Kim, Florence T. Bourgeois, Adam G. Dunn
2025	J	`jnl`	Bridging the Semantic Gaps: Improving Medical VQA Consistency with LLM-Augmented Question Sets. CoRR Yongpei Ma, Pengyu Wang, Adam G. Dunn, Usman Naseem, Jinman Kim
2025	J	`jnl`	Intersectional Fairness in Vision-Language Models for Medical Image Disease Classification. CoRR Yupeng Zhang, Adam G. Dunn, Usman Naseem, Jinman Kim
2025	Misc	`conf`	Strategies for Efficient Retrieval-augmented Generation in Clinical Domains with RAPTOR: A Benchmarking Study. RANLP Xumou Zhang, Qixuan Hu, Jinman Kim, Adam G. Dunn
2024	A	`conf`	A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. WSDM Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2024	J	`jnl`	Hybrid Text Representation for Explainable Suicide Risk Identification on Social Media. IEEE Trans. Comput. Soc. Syst. Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2024	J	`jnl`	K-PathVQA: Knowledge-Aware Multimodal Representation for Pathology Visual Question Answering. IEEE J. Biomed. Health Informatics Usman Naseem, Matloob Khushi, Adam G. Dunn, Jinman Kim
2024	J	`jnl`	MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle. J. Imaging Marnee J. McKay, Kenneth Arnold Weber II, Evert O. Wesselink, Zachary A. Smith, Rebecca Abbott, David B. Anderson, Claire E. Ashton-James, John Atyeo, Aaron J. Beach, Joshua Burns, Stephen Clarke, Natalie J. Collins, Michel W. Coppieters, Jon Cornwall, Rebecca J. Crawford, Enrico De Martino, Adam G. Dunn, Jillian P. Eyles, Henry J. Feng, Maryse Fortin, Melinda M. Franettovich Smith, Graham J. Galloway, Ziba Gandomkar, Sarah Glastras, Luke A. Henderson, Julie A. Hides, Claire E. Hiller, Sarah N. Hilmer, Mark A. Hoggarth, Brian Kim, Navneet Lal, Laura Laporta, John S. Magnussen, Sarah Maloney, Lyn March, Andrea G. Nackley, Shaun P. O'leary, Anneli Peolsson, Zuzana Perraton, Annelies L. Pool-Goudzwaard, Margaret Schnitzler, Amee L. Seitz, Adam I. Semciw, Philip W. Sheard, Andrew C. Smith, Suzanne J. Snodgrass, Justin Sullivan, Vienna Tran, Stephanie Valentin, David M. Walton, Laurelie R. Wishart, James M. Elliott
2024	J	`jnl`	Phenotyping people with a history of injecting drug use within electronic medical records using an interactive machine learning approach. npj Digit. Medicine Carol El-Hayek, Thi Nguyen, Margaret E. Hellard, Michael Curtis, Rachel Sacks-Davis, Lin Aung Htein, Jason Asselin, Douglas Iain Ross Boyle, Anna Wilkinson, Victoria Polkinghorne, Jane S. Hocking, Adam G. Dunn
2024	J	`jnl`	The quality and safety of using generative AI to produce patient-centred discharge instructions. npj Digit. Medicine Kristian Stanceski, Sharleen Zhong, Xumou Zhang, Sam Khadra, Marguerite Tracy, Linda Koria, Sarita Lo, Vasi Naganathan, Jinman Kim, Adam G. Dunn, Julie Ayre
2024	A*	`conf`	Vaccine Misinformation Detection in X using Cooperative Multimodal Framework. ACM Multimedia Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2023	A	`conf`	A Multimodal Framework for the Identification of Vaccine Critical Memes on Twitter. WSDM Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2023	J	`jnl`	An evaluation of existing text de-identification tools for use with patient progress notes from Australian general practice. Int. J. Medical Informatics 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
2023	—	`conf`	Graph-Based Hierarchical Attention Network for Suicide Risk Detection on Social Media. WWW (Companion Volume) Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2023	J	`jnl`	Natural language processing for clinical notes in dentistry: A systematic review. J. Biomed. Informatics Farhana Pethani, Adam G. Dunn
2023	J	`jnl`	RHMD: A Real-World Dataset for Health Mention Classification on Reddit. IEEE Trans. Comput. Soc. Syst. Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2023	J	`jnl`	Robust Identification of Figurative Language in Personal Health Mentions on Twitter. IEEE Trans. Artif. Intell. Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2022	J	`jnl`	Benchmarking for Public Health Surveillance tasks on Social Media with a Domain-Specific Pretrained Language Model. CoRR Usman Naseem, Byoung-Chan Lee, Matloob Khushi, Jinman Kim, Adam G. Dunn
2022	J	`jnl`	Benchmarking for biomedical natural language processing tasks with a domain specific ALBERT. BMC Bioinform. Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2022	A*	`conf`	Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification. WWW Usman Naseem, Adam G. Dunn, Jinman Kim, Matloob Khushi
2022	J	`jnl`	Event Detection on Twitter by Mapping Unexpected Changes in Streaming Data into a Spatiotemporal Lattice. IEEE Trans. Big Data Zubair Shah, Adam G. Dunn
2022	A*	`conf`	Identification of Disease or Symptom terms in Reddit to Improve Health Mention Classification. WWW Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
2022	Misc	`conf`	The Role of Context in Vaccine Stance Prediction for Twitter Users. ALTA Aleney Khoo, Maciej Rybinski, Sarvnaz Karimi, Adam G. Dunn
2021	J	`jnl`	Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT. CoRR Usman Naseem, Adam G. Dunn, Matloob Khushi, Jinman Kim
2021	B	`conf`	Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. IJCNN Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2021	J	`jnl`	Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU. CoRR Usman Naseem, Matloob Khushi, Jinman Kim, Adam G. Dunn
2021	J	`jnl`	Knowing when to act: A call for an open misinformation library to guide actionable surveillance. Big Data Soc. Adam G. Dunn, Maryke Steffens, Amalie Dyda, Kenneth D. Mandl
2021	—	`conf`	Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. EMNLP (Findings) Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn
2021	J	`jnl`	Sent2Span: Span Detection for PICO Extraction in the Biomedical Text without Span Annotations. CoRR Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence T. Bourgeois, Adam G. Dunn
2020	J	`jnl`	Is it time for computable evidence synthesis? J. Am. Medical Informatics Assoc. Adam G. Dunn, Florence T. Bourgeois
2020	J	`jnl`	Mining Twitter to assess the determinants of health behavior toward human papillomavirus vaccination in the United States. J. Am. Medical Informatics Assoc. Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian
2020	J	`jnl`	Recommending research articles to consumers of online vaccination information. Quant. Sci. Stud. Eliza Harrison, Paige Martin, Didi Surian, Adam G. Dunn
2019	J	`jnl`	Automatically applying a credibility appraisal tool to track vaccination-related communications shared on social media. CoRR Zubair Shah, Didi Surian, Amalie Dyda, Enrico W. Coiera, Kenneth D. Mandl, Adam G. Dunn
2019	J	`jnl`	Mining Twitter to Assess the Determinants of Health Behavior towards Human Papillomavirus Vaccination in the United States. CoRR Hansi Zhang, Christopher Wheldon, Adam G. Dunn, Cui Tao, Jinhai Huo, Rui Zhang, Mattia Prosperi, Yi Guo, Jiang Bian
2019	J	`jnl`	Recommending research articles to consumers of online vaccination information. CoRR Eliza Harrison, Paige Martin, Didi Surian, Adam G. Dunn
2019	J	`jnl`	Tracking a moving user in indoor environments using Bluetooth low energy beacons. J. Biomed. Informatics Didi Surian, Vitaliy Kim, Ranjeeta Menon, Adam G. Dunn, Vitali Sintchenko, Enrico W. Coiera
2019	Misc	`conf`	Using trial2rev to support timely and efficient systematic review updates. AMIA Adam G. Dunn, Paige Martin, Florence T. Bourgeois
2018	J	`jnl`	A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates. J. Biomed. Informatics Didi Surian, Adam G. Dunn, Liat Orenstein, Rabia Bashir, Enrico W. Coiera, Florence T. Bourgeois
2018	J	`jnl`	Conversational agents in healthcare: a systematic review. J. Am. Medical Informatics Assoc. 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
2018	J	`jnl`	Modelling spatiotemporal variation of positive and negative sentiment on Twitter to improve the identification of localised deviations. CoRR Zubair Shah, Paige Martin, Enrico W. Coiera, Kenneth D. Mandl, Adam G. Dunn
2018	J	`jnl`	Social media interventions for precision public health: promises and risks. npj Digit. Medicine Adam G. Dunn, Kenneth D. Mandl, Enrico W. Coiera
2018	Misc	`conf`	Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. AMIA 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
2017	J	`jnl`	A shared latent space matrix factorisation method for recommending new trial evidence for systematic review updates. CoRR Didi Surian, Adam G. Dunn, Liat Orenstein, Rabia Bashir, Enrico W. Coiera, Florence T. Bourgeois
2017	J	`jnl`	Document similarity measures can support semi-automated identification of unreported links between trial registrations and published reports. CoRR Adam G. Dunn, Enrico W. Coiera, Florence T. Bourgeois
2016	Misc	`conf`	A Matching Algorithm between ClinicalTrials.gov and PubMed to Support the Monitoring of Gaps in Published Study Results. AMIA Adam G. Dunn, Florence T. Bourgeois
2015	—	`conf`	Identifying Clinical Study Types from PubMed Metadata: The Active (Machine) Learning Approach. MedInfo Adam G. Dunn, Diana Arachi, Florence T. Bourgeois
2015	J	`jnl`	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. Adam G. Dunn
2015	—	`conf`	Using social connection information to improve opinion mining: Identifying negative sentiment about HPV vaccines on Twitter. MedInfo Xujuan Zhou, Enrico W. Coiera, Guy Tsafnat, Diana Arachi, Mei-Sing Ong, Adam G. Dunn
2013	—	`conf`	Consumers' Online Social Network Topologies and Health Behaviours. MedInfo Annie Y. S. Lau, Adam G. Dunn, Nathan J. Mortimer, Judith Proudfoot, Annie Andrews, Siaw-Teng Liaw, Jacinta Crimmins, Amaël Arguel, Enrico W. Coiera
2011	J	`jnl`	A simulation framework for mapping risks in clinical processes: the case of in-patient transfers. J. Am. Medical Informatics Assoc. Adam G. Dunn, Mei-Sing Ong, Johanna I. Westbrook, Farah Magrabi, Enrico W. Coiera, Wayne Wobcke
2010	B	`conf`	Agent-Based Modelling for Risk Assessment of Routine Clinical Processes. PRIMA Wayne Wobcke, Adam G. Dunn
2010	J	`jnl`	Diffusion of Competing Innovations: The Effects of Network Structure on the Provision of Healthcare. J. Artif. Soc. Soc. Simul. Adam G. Dunn, Blanca Gallego
2010	—	`ch.`	Hierarchical Cellular Automata Methods. Simulating Complex Systems by Cellular Automata Adam G. Dunn
2010	—	`conf`	Why is it so difficult to measure the effects of interruptions in healthcare? MedInfo Farah Magrabi, Simon Y. W. Li, Adam G. Dunn, Enrico W. Coiera
2007	Misc	`conf`	Simulating Weed Propagation Via Hierarchical, Patch-Based Cellular Automata. International Conference on Computational Science (1) Adam G. Dunn, Jonathan D. Majer
2004	—	`conf`	Modelling Wildfire Dynamics via Interacting Automata. ACRI Adam G. Dunn, George Milne
2003	—	`conf`	Environment-Independent Performance Analyses of Cryptographic Algorithms. ACSC Adam G. Dunn