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Multimodal data matters: language model pre-training over structured and unstructured electronic health records

IEEE journal of biomedical and health informatics (IEEE JBHI), 2022

25 January 2022

Papers citing "Multimodal data matters: language model pre-training over structured and unstructured electronic health records"

8 / 8 papers shown

Patient-level Information Extraction by Consistent Integration of Textual and Tabular Evidence with Bayesian Networks

117

21 Nov 2025

Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction

203

06 Sep 2025

Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models

135

13 Aug 2025

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis PredictionAAAI Conference on Artificial Intelligence (AAAI), 2025

272

28 Jan 2025

Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks

Hongmei Wang

Luyang Luo

Hao Chen

XAI

407

03 Oct 2024

Contrastive Learning on Multimodal Analysis of Electronic Health Records

271

22 Mar 2024

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence

Thomas A. Lasko

229

08 Feb 2024

Hierarchical Pretraining on Multimodal Electronic Health RecordsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

403

11 Oct 2023