@article{improvinghospitalriskpredictionwithknowl, title = {Improving Hospital Risk Prediction with Knowledge-Augmented Multimodal EHR Modeling}, author = {Rituparna Datta and Jiaming Cui and Zihan Guan and Vishal G. Reddy and Joshua C. Eby and Gregory Madden and Rupesh Silwal and Anil Vullikanti}, year = {2025}, eprint = {2508.01970}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.01970}, }