medical prediction

Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 DearLLM: Enhancing Personalized Healthcare via Large Language Models-Deduced Feature Correlations AAAI 2025 One Size Fits None: Rethinking Fairness in Medical AI ACL 2025 DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement IJCAI 2024 Deep Learning for Medical Prediction in Electronic Health Records AAAI 2023 Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023 A Hierarchical Approach to Multi-Event Survival Analysis AAAI 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020 A Provable Algorithm for Learning Interpretable Scoring Systems AISTATS 2018 History distribution matching method for predicting effectiveness of HIV combination therapies NeurIPS 2011