Keiji AIResearch Papers
Welcome to our publication page! Here you'll find a collection of our latest research.
Clinical Trial Foundation model
Preprint
LLM, Clinical trials, foundation model
Patient Recruitment
Nature Communications
LLM, Prompting, Patient-Trial Matching
KDD'20
Patient-Trial Matching, EHR
AAAI'20
Patient-Trial Macthing, EHR
Trial Design
EMNLP'23
LLM, Instruction Tuning, Eligibility Criteria
EMNLP'22
Trial Search, Contrastive Learning, Dense Retrieval
ACM-BCB'23
Trial Outcome, Sequential Learning
Patterns
Trial Outcome, Graph Neural Network
Multimodal Model
ICLR'24
Foundation Model, Multimodal AI, Biomedical AI, Knowledge Graph
EMNLP'22
Vision-Language Model, Multimodal AI, Clinical Note, X-Ray
Clinical Predictive Model
npj Digital Medicine 2025
Predictive Modeling, Data Augmentation, Data Synthesis
Preprint
Tabular Learning, Patient Outcome, LLM, Instruction Tuning
Preprint
Tabular Learning, Patient Outcome, LLM, Data-Centric AI
NeurIPS'22
Tabular Learning, Patient Outcome, Transfer Learning
JAMIA
Pandemic Prediction, Graph Neural Network, Real-World Evidence
Nature Communications
Pandemic Prediction, Spatio-temporal Prediction
WWW'22
Population Health Prediction, Graph Neural Network, Spatio-temporal Prediction
Synthetic Patient Generation
KDD'23
Ditial Twin, Variational Autoencoder
Nature Communications'23
Synthetic Data, EHR, Language Model
