Imagen de Portada

Enhanced Electronic Health Records Text Summarization Using Large Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Madzime, Ruvarashe, Nyirenda, Clement
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Enhancing Affinity Propagation for Improved Public Sentiment Insights
por: Nagayi, Mayimunah, et al.
Publicado: (2024)

Scalable Medication Extraction and Discontinuation Identification from Electronic Health Records Using Large Language Models
por: Shao, Chong, et al.
Publicado: (2025)

Large Language Models to Identify Social Determinants of Health in Electronic Health Records
por: Guevara, Marco, et al.
Publicado: (2023)

Automated HIV Screening on Dutch Electronic Health Records with Large Language Models
por: Zhou, Lang, et al.
Publicado: (2025)

Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization
por: Hemamou, Léo, et al.
Publicado: (2024)

Large Language Models are Powerful Electronic Health Record Encoders
por: Hegselmann, Stefan, et al.
Publicado: (2025)

Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records
por: Lovon, Jesus, et al.
Publicado: (2025)

Extracting OPQRST in Electronic Health Records using Large Language Models with Reasoning
por: Luo, Zhimeng, et al.
Publicado: (2025)

Rephrasing Electronic Health Records for Pretraining Clinical Language Models
por: Liu, Jinghui, et al.
Publicado: (2024)

EpiScreen: Early Epilepsy Detection from Electronic Health Records with Large Language Models
por: Zhou, Shuang, et al.
Publicado: (2026)

Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation
por: Saba, Walid, et al.
Publicado: (2024)

Shimo Lab at "Discharge Me!": Discharge Summarization by Prompt-Driven Concatenation of Electronic Health Record Sections
por: He, Yunzhen, et al.
Publicado: (2024)

An Evaluation of Large Language Models on Text Summarization Tasks Using Prompt Engineering Techniques
por: Aly, Walid Mohamed, et al.
Publicado: (2025)

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks
por: Ketabi, Sara, 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)

EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis
por: Liao, Yusheng, et al.
Publicado: (2025)

Autocompletion of Chief Complaints in the Electronic Health Records using Large Language Models
por: Islam, K M Sajjadul, et al.
Publicado: (2024)

AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization
por: Afzal, Anum, et al.
Publicado: (2024)

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
por: Wang, Zixiang, et al.
Publicado: (2024)

Performance Evaluation of Large Language Models in Bangla Consumer Health Query Summarization
por: Abrar, Ajwad, et al.
Publicado: (2025)

EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models
por: Matos, João, et al.
Publicado: (2024)

Automating Clinical Information Retrieval from Finnish Electronic Health Records Using Large Language Models
por: Saukkoriipi, Mikko, et al.
Publicado: (2026)

A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
por: Zhang, Haopeng, et al.
Publicado: (2024)

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization
por: Van Veen, Dave, et al.
Publicado: (2023)

Cancer Diagnosis Categorization in Electronic Health Records Using Large Language Models and BioBERT: Model Performance Evaluation Study
por: Hashtarkhani, Soheil, et al.
Publicado: (2025)

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records
por: Lee, Gyubok, et al.
Publicado: (2023)

Improving Mortality Prediction After Radiotherapy with Large Language Model Structuring of Large-Scale Unstructured Electronic Health Records
por: Park, Sangjoon, et al.
Publicado: (2024)

Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
por: Lee, Gyubok, et al.
Publicado: (2024)

On Context Utilization in Summarization with Large Language Models
por: Ravaut, Mathieu, et al.
Publicado: (2023)

On Learning to Summarize with Large Language Models as References
por: Liu, Yixin, et al.
Publicado: (2023)

EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
por: Shi, Wenqi, et al.
Publicado: (2024)

BadCLM: Backdoor Attack in Clinical Language Models for Electronic Health Records
por: Lyu, Weimin, et al.
Publicado: (2024)

Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning Approaches
por: Miazee, Asif Ahammad, et al.
Publicado: (2025)

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models
por: Ren, Weijieying, et al.
Publicado: (2025)

Discrete Diffusion Language Model for Efficient Text Summarization
por: Dat, Do Huu, et al.
Publicado: (2024)

An End-to-End Speech Summarization Using Large Language Model
por: Shang, Hengchao, et al.
Publicado: (2024)

Helping Large Language Models Protect Themselves: An Enhanced Filtering and Summarization System
por: Muhaimin, Sheikh Samit, et al.
Publicado: (2025)

Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
por: Wang, Jiankun, et al.
Publicado: (2024)

Topic-aware Large Language Models for Summarizing the Lived Healthcare Experiences Described in Health Stories
por: Bilalpur, Maneesh, et al.
Publicado: (2025)

Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
por: Zhu, Yinghao, et al.
Publicado: (2024)