Publications & preprints
Papers by the lab’s listed researchers in Health AI Central’s research database, newest first.
- Enabling inclusive systematic reviews: incorporating preprint articles with large language model-driven evaluations.PubMed ↗
Lab researchersChuan HongChristopher Lindsell
- Developing federated time-to-event scores using heterogeneous real-world survival data.PubMed ↗
Lab researcherChuan Hong
- PubMed ↗
- Automated Data Harmonization in Clinical Research: Natural Language Processing Approach.PubMed ↗
Lab researchersRicardo HenaoChuan Hong
- FairFML: fair federated machine learning with a case study on reducing gender disparities in cardiac arrest outcome prediction.PubMed ↗
Lab researcherChuan Hong
- FairFML: A Unified Approach to Algorithmic Fair Federated Learning with Applications to Reducing Gender Disparities in Cardiac Arrest Outcomes.PubMed ↗
Lab researcherChuan Hong
- FedIMPUTE: Privacy-preserving missing value imputation for multi-site heterogeneous electronic health records.PubMed ↗
Lab researcherChuan Hong
- Application of unified health large language model evaluation framework to In-Basket message replies: bridging qualitative and quantitative assessments.PubMed ↗
Lab researchersMonica AgrawalArmando BedoyaChuan Hong
- Rethinking Domain-Specific Pretraining by Supervised or Self-Supervised Learning for Chest Radiograph Classification: A Comparative Study Against ImageNet Counterparts in Cold-Start Active Learning.PubMed ↗
Lab researcherChuan Hong
- Embracing Generative Artificial Intelligence in Clinical Research and Beyond: Opportunities, Challenges, and Solutions.PubMed ↗
Lab researcherChuan Hong
- ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis.PubMed ↗
Lab researcherChuan Hong
- Retrieval-augmented generation for generative artificial intelligence in health care.PubMed ↗
Lab researcherChuan Hong
- Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study.PubMed ↗
Lab researcherChuan Hong
- Bridging Data Gaps in Healthcare: A Scoping Review of Transfer Learning in Structured Data Analysis.PubMed ↗
Lab researcherChuan Hong
NIH grants
Grants where NIH lists a lab researcher as contact principal investigator, one row per project.
Active · 9
- Duke Autism Center of Excellence: A translational digital health and computational approach to early identification, outcome monitoring, and biomarker discovery in autismActive
Lab researcherBenjamin Goldstein
- Assimilating high-resolution behavioral and neural data across heterogeneous experimental configurationsActive
Lab researcherTimothy Dunn
- AI-driven Multimodal Model for PrEP Candidacy Assessment in Women (AiM-PrEP)Active
Lab researcherNrupen Bhavsar
- Building and implementing a TBI prognostic model featuring real-time analysis of brain CT imagesActive
Lab researcherTimothy Dunn
- Administrative CoreActive
Lab researcherNrupen Bhavsar
- Harmonization of breast MRI dataActive
Lab researcherMaciej Mazurowski
- High-resolution 3D tracking of social behaviors for deep phenotypic analysisActive
Lab researcherTimothy Dunn
- High-throughput, high-resolution 3D measurement of ethologically relevant rodent behavior in a dynamic environmentActive
Lab researcherTimothy Dunn
- Advancing Identification of Late-Talking Children and Mapping their Developmental Trajectories Using Real World Data from Electronic Health RecordsActive
Lab researcherBenjamin Goldstein
Ended · 5
- Predictive Analytics in Hemodialysis: Enabling Precision Care for Patient with ESKDEnded
Lab researcherBenjamin Goldstein
- Urinary Stone Disease Research Network: Scientific Data Research CenterEnded
Lab researcherCharles Scales
- Addressing Bias from Missing Data in EHR Based Studies of CVDEnded
Lab researcherNrupen Bhavsar
- Machine learning and collaborative filtering tools for personalized education in digital breast tomosynthesisEnded
Lab researcherMaciej Mazurowski
- Understanding and predicting cardiac events in HD using real-time EHRsEnded
Lab researcherBenjamin Goldstein