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Vaccination plays a vital role in global public health, yet healthcare professionals often struggle to access immunization guidelines quickly and efficiently.
The contribution of vaccination to global health: past, present and future
Brian Greenwood · 2014
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Artificial intelligence and public health: Evaluating chatgpt responses to vaccination myths and misconceptions
Giovanna Deiana, Marco Dettori, Antonella Arghittu, Antonio Azara, Giovanni Gabutti, and Paolo Castiglia · 2023
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Chatgpt and vaccines: Can ai chatbots boost awareness and uptake?
Shahab Saquib Sohail, Dag Øivind Madsen, Faiza Farhat, and M. Afshar Alam · 2023
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Decoding concerns: Multi-label classification of vaccine sentiments in social media, 2023
Somsubhra De and Shaurya Vats · 2023
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Improving dutch vaccine hesitancy monitoring via multi-label data augmentation with gpt-3.5
Jens Van Nooten and Walter Daelemans · 2023
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React: Synergizing reasoning and acting in language models, 2023
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao · 2023
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Ae-gpt: Using large language models to extract adverse events from surveillance reports-a use case with influenza vaccine adverse events
Yiming Li, Jianfu Li, Jianping He, and Cui Tao · 2024
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Ensuring accuracy and equity in vaccination information from chatgpt and cdc: Mixed-methods cross-language evaluation
Saubhagya Joshi, Eunbin Ha, Andee Amaya, Melissa Mendoza, Yonaira Rivera, and Vivek K Singh · 2024
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Use of large language models as a scalable approach to understanding public health discourse
Laura Espinosa and Marcel Salathé · 2024
Earlier work this paper cites.
Understanding public attitudes towards human papillomavirus vaccination in japan: Insights from social media stance analysis using large language models
Junyu Liu, Qian Niu, Momoko Nagai-Tanima, and Tomoki Aoyama · 2024
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Optimizing social media annotation of hpv vaccine skepticism and misinformation using large language models: An experimental evaluation of in-context learning and fine-tuning stance detection across multiple models, 2024
Luhang Sun, Varsha Pendyala, Yun-Shiuan Chuang, Shanglin Yang, Jonathan Feldman, Andrew Zhao, Munmun De Choudhury, Sijia Yang, and Dhavan Shah · 2024
Cited alongside, same era.
Hierarchical Multi-label Classification of Online Vaccine Concerns, page 249–264
Chloe Qinyu Zhu, Rickard Stureborg, and Bhuwan Dhingra · 2024
Cited alongside, same era.
Accuracy of a large language model in distinguishing anti- and pro-vaccination messages on social media: The case of human papillomavirus vaccination
Soojong Kim, Kwanho Kim, and Claire Wonjeong Jo · 2024
Cited alongside, same era.
A century after jacobson v. massachusetts: Public health ethical perspectives of large language models on vaccination
Vamshi K. Mugu, Mahathi Kandimalla, S. Ruthvik Mugu, and Kshipra Sharma · 2024
Cited alongside, same era.
Unveiling differential adverse event profiles in vaccines via llm text embeddings and ontology semantic analysis
Zhigang Wang, Xingxian Li, Jie Zheng, and Yongqun He · 2025
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Off-the-shelf large language models for causality assessment of individual case safety reports: A proof-of-concept with covid-19 vaccines
Andrea Abate, Elisa Poncato, Maria Antonietta Barbieri, Greg Powell, Andrea Rossi, Simay Peker, Anders Hviid, Andrew Bate, and Maurizio Sessa · 2025
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Working with large language models to enhance messaging effectiveness for vaccine confidence, 2025
Lucinda Gullison and Feng Fu · 2025
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Understanding human papillomavirus vaccination hesitancy in japan using social media: Content analysis
Junyu Liu, Qian Niu, Momoko Nagai-Tanima, and Tomoki Aoyama · 2025
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Using large language models to understand the public discourse towards vaccination in brazil between january 2013 and december 2019
Laura Espinosa and Marcel Salathé · 2025
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Roy Burstein, Eric Mafuta, and Joshua L. Proctor · 2024
Cited alongside, same era.
Codonbert large language model for mrna vaccines
Sizhen Li, Saeed Moayedpour, Ruijiang Li, Michael Bailey, Saleh Riahi, Lorenzo Kogler-Anele, Milad Miladi, Jacob Miner, Fabien Pertuy, Dinghai Zheng, Jun Wang, Akshay Balsubramani, Khang Tran, Minnie Zacharia, Monica Wu, Xiaobo Gu, Ryan Clinton, Carla Asquith, Joseph Skaleski, Lianne Boeglin, Sudha Chivukula, Anusha Dias, Tod Strugnell, Fernando Ulloa Montoya, Vikram Agarwal, Ziv Bar-Joseph, and Sven Jager · 2024
Cited alongside, same era.
Generative ai and large language models: A new frontier in reverse vaccinology
Kadhim Hayawi, Sakib Shahriar, Hany Alashwal, and Mohamed Adel Serhani · 2024
Cited alongside, same era.
Global immunization efforts have saved at least 154 million lives over the past 50 years, April 2024
World Health Organization · 2025
Cited alongside, same era.
Artificial intelligence in public health: promises and perils
The Lancet Public Health · 2025
Cited alongside, same era.
Harnessing the power of artificial intelligence for disease-surveillance purposes
Barbara Tornimbene, Zoila Beatriz Leiva Rioja, John Brownstein, Adam Dunn, Sylvain Faye, Jude Kong, Nada Malou, Clara Nordon, Benjamin Rader, and Oliver Morgan · 2025
Cited alongside, same era.
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Can a society of generative agents simulate human behavior and inform public health policy? a case study on vaccine hesitancy, 2025
Abe Bohan Hou, Hongru Du, Yichen Wang, Jingyu Zhang, Zixiao Wang, Paul Pu Liang, Daniel Khashabi, Lauren Gardner, and Tianxing He · 2025
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Conversations with ai chatbots increase short-term vaccine intentions but do not outperform standard public health messaging, 2025
Neil K. R. Sehgal, Sunny Rai, Manuel Tonneau, Anish K. Agarwal, Joseph Cappella, Melanie Kornides, Lyle Ungar, Alison Buttenheim, and Sharath Chandra Guntuku · 2025
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Safety and efficacy of vaccination during lactation: A comprehensive review of vaccines for maternal and infant health utilizing a large language model citation screening system
Sien J. Mulleners, Hannah G. Juncker, Jan Zuiderveld, Kirsten A. Ziesemer, Johannes B. van Goudoever, and Britt J. van Keulen · 2025
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Potential role of chatgpt in simplifying and improving informed consent forms for vaccination: a pilot study conducted in italy
Claudia Cosma, Alessio Radi, Rachele Cattano, Patrizio Zanobini, Guglielmo Bonaccorsi, Chiara Lorini, and Marco Del Riccio · 2025
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Vaxguard: A multi-generator, multi-type, and multi-role dataset for detecting llm-generated vaccine misinformation, 2025
Syed Talal Ahmad, Haohui Lu, Sidong Liu, Annie Lau, Amin Beheshti, Mark Dras, and Usman Naseem · 2025
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