Benchmarking Foundation Models with Multimodal Public Electronic Health Records
Fuente:
arXiv
Guardado en:
| Autores principales: | Yu, Kunyu, Yang, Rui, Liao, Jingchi, Li, Siqi, Li, Huitao, Li, Irene, Peng, Yifan, Kamaleswaran, Rishikesan, Liu, Nan |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Planner-Auditor Twin: Agentic Discharge Planning with FHIR-Based LLM Planning, Guideline Recall, Optional Caching and Self-Improvement
por: Wu, Kaiyuan, et al.
Publicado: (2026)
por: Wu, Kaiyuan, et al.
Publicado: (2026)
SpikGPT: A High-Accuracy and Interpretable Spiking Attention Framework for Single-Cell Annotation
por: Huang, Min, et al.
Publicado: (2025)
por: Huang, Min, et al.
Publicado: (2025)
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine
por: Yang, Rui, et al.
Publicado: (2025)
por: Yang, Rui, et al.
Publicado: (2025)
Meta-learning in healthcare: A survey
por: Rafiei, Alireza, et al.
Publicado: (2023)
por: Rafiei, Alireza, et al.
Publicado: (2023)
Generative Foundation Model for Structured and Unstructured Electronic Health Records
por: Sivarajkumar, Sonish, et al.
Publicado: (2025)
por: Sivarajkumar, Sonish, et al.
Publicado: (2025)
Improving Clinical Decision Support through Interpretable Machine Learning and Error Handling in Electronic Health Records
por: Arora, Mehak, et al.
Publicado: (2023)
por: Arora, Mehak, et al.
Publicado: (2023)
NeuroSep-CP-LCB: A Deep Learning-based Contextual Multi-armed Bandit Algorithm with Uncertainty Quantification for Early Sepsis Prediction
por: Zhou, Anni, et al.
Publicado: (2025)
por: Zhou, Anni, et al.
Publicado: (2025)
EpiCastBench: Datasets and Benchmarks for Multivariate Epidemic Forecasting
por: Panja, Madhurima, et al.
Publicado: (2026)
por: Panja, Madhurima, et al.
Publicado: (2026)
Greedy Selection under Independent Increments: A Toy Model Analysis
por: Yang, Huitao
Publicado: (2025)
por: Yang, Huitao
Publicado: (2025)
Open-Source Agentic Hybrid RAG Framework for Scientific Literature Review
por: Nagori, Aditya, et al.
Publicado: (2025)
por: Nagori, Aditya, et al.
Publicado: (2025)
Retrieval-Augmented Generation in Medicine: A Scoping Review of Technical Implementations, Clinical Applications, and Ethical Considerations
por: Yang, Rui, et al.
Publicado: (2025)
por: Yang, Rui, et al.
Publicado: (2025)
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records
por: Wan, Zhijiang, et al.
Publicado: (2025)
por: Wan, Zhijiang, et al.
Publicado: (2025)
REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models
por: Zhu, Yinghao, et al.
Publicado: (2024)
por: Zhu, Yinghao, et al.
Publicado: (2024)
EMERGE: Enhancing Multimodal Electronic Health Records Predictive Modeling with Retrieval-Augmented Generation
por: Zhu, Yinghao, et al.
Publicado: (2024)
por: Zhu, Yinghao, et al.
Publicado: (2024)
Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
por: Cui, Suhan, et al.
Publicado: (2024)
por: Cui, Suhan, et al.
Publicado: (2024)
Detecting algorithmic bias in medical-AI models using trees
por: Smith, Jeffrey, et al.
Publicado: (2023)
por: Smith, Jeffrey, et al.
Publicado: (2023)
Evaluating LLMs in Medicine: A Call for Rigor, Transparency
por: Alwakeel, Mahmoud, et al.
Publicado: (2025)
por: Alwakeel, Mahmoud, et al.
Publicado: (2025)
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction
por: Zhou, Anni, et al.
Publicado: (2025)
por: Zhou, Anni, et al.
Publicado: (2025)
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
por: Lee, Gyubok, et al.
Publicado: (2023)
por: Lee, Gyubok, et al.
Publicado: (2023)
CEHR-XGPT: A Scalable Multi-Task Foundation Model for Electronic Health Records
por: Pang, Chao, et al.
Publicado: (2025)
por: Pang, Chao, et al.
Publicado: (2025)
EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks
por: Yang, Xiao, et al.
Publicado: (2025)
por: Yang, Xiao, et al.
Publicado: (2025)
Dynamical Label Augmentation and Calibration for Noisy Electronic Health Records
por: Li, Yuhao, et al.
Publicado: (2025)
por: Li, Yuhao, et al.
Publicado: (2025)
ProductWebGen: Benchmarking Multimodal Product Webpage Generation
por: Liu, Zhihong, et al.
Publicado: (2026)
por: Liu, Zhihong, et al.
Publicado: (2026)
MedRep: Medical Concept Representation for General Electronic Health Record Foundation Models
por: Kim, Junmo, et al.
Publicado: (2025)
por: Kim, Junmo, et al.
Publicado: (2025)
EHR-RAGp: Retrieval-Augmented Prototype-Guided Foundation Model for Electronic Health Records
por: Shurrab, Saeed, et al.
Publicado: (2026)
por: Shurrab, Saeed, et al.
Publicado: (2026)
A Multi-Center Study on the Adaptability of a Shared Foundation Model for Electronic Health Records
por: Guo, Lin Lawrence, et al.
Publicado: (2023)
por: Guo, Lin Lawrence, et al.
Publicado: (2023)
CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records
por: Li, Dongchen, et al.
Publicado: (2025)
por: Li, Dongchen, et al.
Publicado: (2025)
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis
por: Wang, Fuying, et al.
Publicado: (2024)
por: Wang, Fuying, et al.
Publicado: (2024)
Early Detection of Pancreatic Cancer Using Multimodal Learning on Electronic Health Records
por: Aouad, Mosbah, et al.
Publicado: (2025)
por: Aouad, Mosbah, et al.
Publicado: (2025)
Annotation-Assisted Learning of Treatment Policies From Multimodal Electronic Health Records
por: Arno, Henri, et al.
Publicado: (2025)
por: Arno, Henri, et al.
Publicado: (2025)
Multimodal Modeling of CRISPR-Cas12 Activity Using Foundation Models and Chromatin Accessibility Data
por: Amirabad, Azim Dehghani, et al.
Publicado: (2025)
por: Amirabad, Azim Dehghani, et al.
Publicado: (2025)
Foundation Model of Electronic Medical Records for Adaptive Risk Estimation
por: Renc, Pawel, et al.
Publicado: (2025)
por: Renc, Pawel, et al.
Publicado: (2025)
Integrating Large Language Models with Human Expertise for Disease Detection in Electronic Health Records
por: Pan, Jie, et al.
Publicado: (2025)
por: Pan, Jie, et al.
Publicado: (2025)
Recent Advances in Predictive Modeling with Electronic Health Records
por: Wang, Jiaqi, et al.
Publicado: (2024)
por: Wang, Jiaqi, et al.
Publicado: (2024)
HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering
por: Liu, Yuyu, et al.
Publicado: (2026)
por: Liu, Yuyu, et al.
Publicado: (2026)
In-Context Curiosity: Distilling Exploration for Decision-Pretrained Transformers on Bandit Tasks
por: Yang, Huitao, et al.
Publicado: (2025)
por: Yang, Huitao, et al.
Publicado: (2025)
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
por: Jia, Yifan, et al.
Publicado: (2025)
por: Jia, Yifan, et al.
Publicado: (2025)
Toward Semantic Interoperability of Electronic Health Records
por: Berges, Idoia, et al.
Publicado: (2024)
por: Berges, Idoia, et al.
Publicado: (2024)
Transfer Learning for Causal Effect Estimation
por: Wei, Song, et al.
Publicado: (2023)
por: Wei, Song, et al.
Publicado: (2023)
Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction
por: Chen, Tianyi, et al.
Publicado: (2025)
por: Chen, Tianyi, et al.
Publicado: (2025)
Ejemplares similares
-
Planner-Auditor Twin: Agentic Discharge Planning with FHIR-Based LLM Planning, Guideline Recall, Optional Caching and Self-Improvement
por: Wu, Kaiyuan, et al.
Publicado: (2026) -
SpikGPT: A High-Accuracy and Interpretable Spiking Attention Framework for Single-Cell Annotation
por: Huang, Min, et al.
Publicado: (2025) -
The Evolving Landscape of Generative Large Language Models and Traditional Natural Language Processing in Medicine
por: Yang, Rui, et al.
Publicado: (2025) -
Meta-learning in healthcare: A survey
por: Rafiei, Alireza, et al.
Publicado: (2023) -
Generative Foundation Model for Structured and Unstructured Electronic Health Records
por: Sivarajkumar, Sonish, et al.
Publicado: (2025)