Saved in:
| Main Authors: | Wang, Fuying, Wu, Feng, Tang, Yihan, Yu, Lequan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2411.00696 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
by: Wang, Fuying, et al.
Published: (2025)
by: Wang, Fuying, et al.
Published: (2025)
Multi-task Heterogeneous Graph Learning on Electronic Health Records
by: Chan, Tsai Hor, et al.
Published: (2024)
by: Chan, Tsai Hor, et al.
Published: (2024)
Cross-Modal Alignment via Variational Copula Modelling
by: Wu, Feng, et al.
Published: (2025)
by: Wu, Feng, et al.
Published: (2025)
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records
by: Chen, Jiayuan, et al.
Published: (2024)
by: Chen, Jiayuan, et al.
Published: (2024)
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
by: Zhu, Yinghao, et al.
Published: (2024)
by: Zhu, Yinghao, et al.
Published: (2024)
Benchmarking Foundation Models with Multimodal Public Electronic Health Records
by: Yu, Kunyu, et al.
Published: (2025)
by: Yu, Kunyu, et al.
Published: (2025)
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
by: Cui, Suhan, et al.
Published: (2024)
by: Cui, Suhan, et al.
Published: (2024)
Modality as Heterogeneity: Node Splitting and Graph Rewiring for Multimodal Graph Learning
by: Zhang, Yihan, et al.
Published: (2026)
by: Zhang, Yihan, et al.
Published: (2026)
Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records
by: Aouad, Mosbah, et al.
Published: (2025)
by: Aouad, Mosbah, et al.
Published: (2025)
Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Records
by: Arno, Henri, et al.
Published: (2025)
by: Arno, Henri, et al.
Published: (2025)
Recent Advances in Predictive Modeling with Electronic Health Records
by: Wang, Jiaqi, et al.
Published: (2024)
by: Wang, Jiaqi, et al.
Published: (2024)
PASS: Probabilistic Agentic Supernet Sampling for Interpretable and Adaptive Chest X-Ray Reasoning
by: Feng, Yushi, et al.
Published: (2025)
by: Feng, Yushi, et al.
Published: (2025)
Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction
by: Chen, Tianyi, et al.
Published: (2025)
by: Chen, Tianyi, et al.
Published: (2025)
Developing the Temporal Graph Convolutional Neural Network Model to Predict Hip Replacement using Electronic Health Records
by: Hancox, Zoe, et al.
Published: (2024)
by: Hancox, Zoe, et al.
Published: (2024)
Democratizing Large Language Model-Based Graph Data Augmentation via Latent Knowledge Graphs
by: Feng, Yushi, et al.
Published: (2025)
by: Feng, Yushi, et al.
Published: (2025)
Imputation of Unknown Missingness in Sparse Electronic Health Records
by: Han, Jun, et al.
Published: (2026)
by: Han, Jun, et al.
Published: (2026)
Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer
by: Lu, Jiaying, et al.
Published: (2025)
by: Lu, Jiaying, et al.
Published: (2025)
Relabeling Minimal Training Subset to Flip a Prediction
by: Yang, Jinghan, et al.
Published: (2023)
by: Yang, Jinghan, et al.
Published: (2023)
ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
by: Wang, Zixiang, et al.
Published: (2024)
by: Wang, Zixiang, et al.
Published: (2024)
When Validation Fails: Cross-Institutional Blood Pressure Prediction and the Limits of Electronic Health Record-Based Models
by: Azam, Md Basit, et al.
Published: (2025)
by: Azam, Md Basit, et al.
Published: (2025)
Dynamical Label Augmentation and Calibration for Noisy Electronic Health Records
by: Li, Yuhao, et al.
Published: (2025)
by: Li, Yuhao, et al.
Published: (2025)
Temporal Subtyping of Alzheimer's Disease Using Medical Conditions Preceding Alzheimer's Disease Onset in Electronic Health Records
by: He, Zhe, et al.
Published: (2022)
by: He, Zhe, et al.
Published: (2022)
Precision Rehabilitation for Patients Post-Stroke based on Electronic Health Records and Machine Learning
by: Gao, Fengyi, et al.
Published: (2024)
by: Gao, Fengyi, et al.
Published: (2024)
Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis
by: Wang, Xincheng, et al.
Published: (2025)
by: Wang, Xincheng, et al.
Published: (2025)
Dynamic Adaptive Parsing of Temporal and Cross-Variable Patterns for Network State Classification
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
CORA: Conformal Risk-Controlled Agents for Safeguarded Mobile GUI Automation
by: Feng, Yushi, et al.
Published: (2026)
by: Feng, Yushi, et al.
Published: (2026)
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs
by: Lin, Yihan, et al.
Published: (2025)
by: Lin, Yihan, et al.
Published: (2025)
AllSpark: A Multimodal Spatio-Temporal General Intelligence Model with Ten Modalities via Language as a Reference Framework
by: Shao, Run, et al.
Published: (2023)
by: Shao, Run, et al.
Published: (2023)
Temporal Chunking Enhances Recognition of Implicit Sequential Patterns
by: Dey, Jayanta, et al.
Published: (2025)
by: Dey, Jayanta, et al.
Published: (2025)
CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records
by: Pang, Chao, et al.
Published: (2025)
by: Pang, Chao, et al.
Published: (2025)
Large Language Models are Powerful Electronic Health Record Encoders
by: Hegselmann, Stefan, et al.
Published: (2025)
by: Hegselmann, Stefan, et al.
Published: (2025)
Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
by: Li, Kunhao, et al.
Published: (2025)
by: Li, Kunhao, et al.
Published: (2025)
Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software
by: Chen, Xingran, et al.
Published: (2024)
by: Chen, Xingran, et al.
Published: (2024)
FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records
by: Karami, Hojjat, et al.
Published: (2026)
by: Karami, Hojjat, et al.
Published: (2026)
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
by: Guo, Lin Lawrence, et al.
Published: (2023)
by: Guo, Lin Lawrence, et al.
Published: (2023)
Medusa: Cross-Modal Transferable Adversarial Attacks on Multimodal Medical Retrieval-Augmented Generation
by: Shang, Yingjia, et al.
Published: (2025)
by: Shang, Yingjia, et al.
Published: (2025)
Cross-Modal Augmentation for Few-Shot Multimodal Fake News Detection
by: Jiang, Ye, et al.
Published: (2024)
by: Jiang, Ye, et al.
Published: (2024)
CEHR-GPT: Generating Electronic Health Records with Chronological Patient Timelines
by: Pang, Chao, et al.
Published: (2024)
by: Pang, Chao, et al.
Published: (2024)
ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability
by: Chen, Hongjiang, et al.
Published: (2026)
by: Chen, Hongjiang, et al.
Published: (2026)
Zero-shot Medical Event Prediction Using a Generative Pre-trained Transformer on Electronic Health Records
by: Redekop, Ekaterina, et al.
Published: (2025)
by: Redekop, Ekaterina, et al.
Published: (2025)
Similar Items
-
From Token to Rhythm: A Multi-Scale Approach for ECG-Language Pretraining
by: Wang, Fuying, et al.
Published: (2025) -
Multi-task Heterogeneous Graph Learning on Electronic Health Records
by: Chan, Tsai Hor, et al.
Published: (2024) -
Cross-Modal Alignment via Variational Copula Modelling
by: Wu, Feng, et al.
Published: (2025) -
Predictive Modeling with Temporal Graphical Representation on Electronic Health Records
by: Chen, Jiayuan, et al.
Published: (2024) -
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
by: Zhu, Yinghao, et al.
Published: (2024)