Gerardo Luis Dimaguila

According to our database, Gerardo Luis Dimaguila authored at least 16 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Bridging the Gap: Leveraging Retrieval-Augmented Generation to Better Understand Public Concerns about Vaccines.

Muhammad Javed, Sedigheh Khademi Habibabadi, Christopher Palmer, Hazel J. Clothier, Jim Buttery, Gerardo Luis Dimaguila

CoRR, July, 2025

VaxPulse: Active Global Vaccine Infodemic Risk Assessment.

Gerardo Luis Dimaguila, Muhammad Javed, Jeremiah Munakabayo, Sedigheh Khademi Habibabadi, Hazel J. Clothier, Jo Hickman, Jim Buttery

CoRR, July, 2025

Enhancing Vaccine Safety Surveillance: Extracting Vaccine Mentions from Emergency Department Triage Notes Using Fine-Tuned Large Language Models.

Sedigh Khademi, Jim Black, Christopher Palmer, Muhammad Javed, Hazel J. Clothier, Jim Buttery, Gerardo Luis Dimaguila

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

VaxPulse: Monitoring of Online Public Concerns to Enhance Post-Licensure Vaccine Surveillance.

Muhammad Javed, Sedigh Khademi, Joanne Hickman, Jim Buttery, Hazel J. Clothier, Gerardo Luis Dimaguila

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

VaxPulse: Active Global Vaccine Infodemic Risk Assessment.

Gerardo Luis Dimaguila, Muhammad Javed, Jeremiah Munakabayo, Sedigh Khademi, Hazel J. Clothier, Joanne Hickman, Jim Buttery

Proceedings of the MEDINFO 2025 - Healthcare Smart × Medicine Deep, 2025

Bridging the Gap: Leveraging Retrieval-Augmented Generation to Better Understand Public Concerns about Vaccines.

Muhammad Javed, Sedigh Khademi, Christopher Palmer, Hazel J. Clothier, Jim Buttery, Gerardo Luis Dimaguila

Proceedings of the 2025 18th Health Informatics Knowledge Management Conference, 2025

2024

Actively Evaluating and Learning the Distinctions that Matter: Vaccine Safety Signal Detection from Emergency Triage Notes.

Sedigh Khademi, Christopher Palmer, Muhammad Javed, Hazel J. Clothier, Jim P. Buttery, Gerardo Luis Dimaguila, Jim Black

Proceedings of the Data Science and Machine Learning, 2024

2023

Fertility-Related Conversations in the Context of COVID-19 and Vaccinations.

Christopher Palmer, Sedigh Khademi, Muhammad Javed, Gerardo Luis Dimaguila, Jim Buttery

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Interdisciplinary Learning Health System Response to Public Vaccine Concerns.

Gerardo Luis Dimaguila, Muhammad Javed, Hazel J. Clothier, Jo Hickman, Dan Petrovic, Francesca Machingaifa, Jessica Kaufman, Sedigheh Khademi Habibabadi, Christopher Palmer, Jim Buttery

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Detecting Asthma Presentations from Emergency Department Notes: An Active Learning Approach.

Sedigh Khademi, Christopher Palmer, Muhammad Javed, Gerardo Luis Dimaguila, Jim P. Buttery, Jim Black

Proceedings of the Data Science and Machine Learning, 2023

Data augmentation to improve syndromic detection from emergency department notes.

Sedigheh Khademi, Christopher Palmer, Gerardo Luis Dimaguila, Muhammad Javed, Jim Buttery, Jim Black

Proceedings of the 2023 Australasian Computer Science Week, 2023

Learning from Machines? Social Bots Influence on COVID-19 Vaccination-Related Discussions: 2021 in Review.

Muhammad Javed, Gerardo Luis Dimaguila, Sedigheh Khademi Habibabadi, Christopher Palmer, Jim Buttery

Proceedings of the 2023 Australasian Computer Science Week, 2023

2022

CHAAI@SMM4H'22: RoBERTa, GPT-2 and Sampling - An interesting concoction.

Christopher Palmer, Sedigheh Khademi Habibabadi, Muhammad Javed, Gerardo Luis Dimaguila, Jim Buttery

Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022

2019

Patient-Reported Outcomes of Utilising Person-Generated Health Data in Simulated Rehabilitation Technology: Perceptions of Stroke Survivors.

Gerardo Luis Dimaguila, Kathleen Gray, Mark Merolli

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2017

Use of Person-Generated Health Data in Kinect-Based Stroke Rehabilitation Systems: A Systematic Review.

Gerardo Luis Dimaguila, Kathleen Gray, Mark Merolli

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

2015

SMS for Life in Burundi and Zimbabwe: A Comparative Evaluation.

Gerardo Luis Dimaguila

Proceedings of the Health Information Science - 4th International Conference, 2015