Abeed Sarker

Georgia Institute of Technology — United States

Computer Science · Physical Sciences

32h-index5.0kcitations236works2.52yr avg
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Research Topics

Topic Modeling(77), Biomedical Text Mining and Ontologies(57), Mental Health via Writing(34), Misinformation and Its Impacts(27), Social Media in Health Education(27)

Publications235 total

Inference Gap in Domain Expertise and Machine Intelligence in Named Entity Recognition: Creation of and Insights from a Substance Use-related Dataset
2025Open Access
Association of Amniotic Fluid Index (AFI) with Maternal and Perinatal Complications in Premature Rupture of Membranes
Journal of Rangpur Medical College·2025Open Access
Survival by Heart Failure Phenotype in a Fontan Surveillance Population, 2010-2023
2025Open Access
Agentic AI in Healthcare: A Comprehensive Survey of Foundations, Taxonomy, and Applications
2025· 1 citedOpen Access
Centering Patient Voices in Lupus Pain: A Biopsychosocial Analysis of Reddit Narratives Using Large Language Models
Arthritis Care & Research·2025· 1 cited
Amniotic Fluid Index and its Impact on Mode of Delivery and Fetomaternal Outcome in Term PROM
Bangladesh Journal of Obstetrics & Gynaecology·2025Open Access
Elucidating Delays in Illness Recognition, Healthcare Seeking, and Healthcare Provision for Stillbirths and Neonatal Deaths in Seven Low- and Middle-Income Countries
2025· 1 citedOpen Access
Application of Natural Language Processing for Chronic Pain Research: A Scoping Review (Preprint)
2025Open Access
Leveraging A Stacking Ensemble Model for Accurate Depression Prediction and Diagnosis Across All Ages
Engineering Reports·2025Open Access
Leveraging few-shot learning and large language models for analyzing blood pressure variations across biological sex from scientific literature
Computers in Biology and Medicine·2025· 1 cited
Characterization of Reddit Posts About Xylazine-Associated Wounds: Qualitative Study
JMIR Dermatology·2025· 1 citedOpen Access
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: A Systematic Review (Preprint)
2025Open Access
Automating inductive thematic analyses of health content using large language models: a proof-of-concept study using social media data
JAMIA Open·2025· 1 citedOpen Access
Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language models
2025Open Access
Bridging AI, NLP, and Digital Health: A Bi-Directional Learning Experience at Emory University
Studies in health technology and informatics·2025Open Access
Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language models
arXiv (Cornell University)·2025Open Access
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
2025Open Access
Automated Thematic Analyses Using LLMs: Xylazine Wound Management Social Media Chatter Use Case
arXiv (Cornell University)·2025Open Access
Identifying social isolation themes in NVDRS text narratives using topic modeling and text-classification methods
arXiv (Cornell University)·2025Open Access
Evaluation of Facebook as a Longitudinal Data Source for Parkinson’s Disease Insights
Journal of Clinical Medicine·2025Open Access
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Frequent Co-authors

Graciela Gonzalez‐Hernandez(29), Karen O’Connor(15), Mohammed Ali Al-Garadi(10), Jeanmarie Perrone(9), Davy Weissenbacher(8), Ari Z Klein(8), Yuan‐Chi Yang(7), Arjun Magge(6), Azadeh Nikfarjam(5), Jennifer S. Love(5), Karen L. Smith(4), Sahithi Lakamana(4), Whitney Hogg-Bremer(4), Rachel Ginn(3), Matthew Scotch(3), Michael J. Paul(3), Haitao Cai(3), Yuting Guo(3), Angel Xie(2), Yucheng Ruan(2)