Imagen de Portada

Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Caralt, Mireia Hernandez, Ng, Clarence Boon Liang, Rei, Marek
Formato:	Preprint
Publicado:	2024
Materias:	Computation and Language Machine Learning I.2.7; J.3
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes
por: Alba, Charles, et al.
Publicado: (2024)

Can Large Language Models Imitate Human Speech for Clinical Assessment? LLM-Driven Data Augmentation for Cognitive Score Prediction
por: Ketir, Si-Belkacem Yamine, et al.
Publicado: (2026)

The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning
por: Ahmed, Md Shamim, et al.
Publicado: (2026)

Multi-Method Validation of Large Language Model Medical Translation Across High- and Low-Resource Languages
por: Anyaegbuna, Chukwuebuka, et al.
Publicado: (2026)

Classifiers of Data Sharing Statements in Clinical Trial Records
por: Mamaghani, Saber Jelodari, et al.
Publicado: (2025)

Reshaping Free-Text Radiology Notes Into Structured Reports With Generative Transformers
por: Bergomi, Laura, et al.
Publicado: (2024)

Comparative Analysis of LoRA-Adapted Embedding Models for Clinical Cardiology Text Representation
por: Young, Richard J., et al.
Publicado: (2025)

Survey and Experiments on Mental Disorder Detection via Social Media: From Large Language Models and RAG to Agents
por: Ge, Zhuohan, et al.
Publicado: (2025)

Integrating clinical reasoning into large language model-based diagnosis through etiology-aware attention steering
por: Li, Peixian, et al.
Publicado: (2025)

Forgotten Words: Benchmarking NeoBERT for Dementia Detection in Low-Resource Conversational Filipino and English Speech
por: Floresca, Rez Samantha Z., et al.
Publicado: (2026)

AcuityBench: Evaluating Clinical Acuity Identification and Uncertainty Alignment
por: Linzmayer, Robin, et al.
Publicado: (2026)

ELMTEX: Fine-Tuning Large Language Models for Structured Clinical Information Extraction. A Case Study on Clinical Reports
por: Guluzade, Aynur, et al.
Publicado: (2025)

MedPI: Evaluating AI Systems in Medical Patient-facing Interactions
por: V., Diego Fajardo, et al.
Publicado: (2025)

On Fusing ChatGPT and Ensemble Learning in Discon-tinuous Named Entity Recognition in Health Corpora
por: Chen, Tzu-Chieh, et al.
Publicado: (2024)

ChronoMedKG: A Temporally-Grounded Biomedical Knowledge Graph and Benchmark for Clinical Reasoning
por: Ahmed, Md Shamim, et al.
Publicado: (2026)

Case-Specific Rubrics for Clinical AI Evaluation: Methodology, Validation, and LLM-Clinician Agreement Across 823 Encounters
por: Shah, Aaryan, et al.
Publicado: (2026)

Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation
por: Stacey, Joe, et al.
Publicado: (2023)

Practical Design and Benchmarking of Generative AI Applications for Surgical Billing and Coding
por: Rollman, John C., et al.
Publicado: (2025)

Model selection meets clinical semantics: Optimizing ICD-10-CM prediction via LLM-as-Judge evaluation, redundancy-aware sampling, and section-aware fine-tuning
por: Dai, Hong-Jie, et al.
Publicado: (2025)

An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce
por: Choudhary, Nurendra, et al.
Publicado: (2024)

Improving Drug Identification in Overdose Death Surveillance using Large Language Models
por: Funnell, Arthur J., et al.
Publicado: (2025)

ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling
por: Han, William, et al.
Publicado: (2024)

Towards Leveraging Large Language Models for Automated Medical Q&A Evaluation
por: Krolik, Jack, et al.
Publicado: (2024)

Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian
por: Buonocore, Tommaso Mario, et al.
Publicado: (2024)

Continually Evolved Multimodal Foundation Models for Cancer Prognosis
por: Peng, Jie, et al.
Publicado: (2025)

Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions
por: Sasse, Kuleen, 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 Method for the Architecture of a Medical Vertical Large Language Model Based on Deepseek R1
por: Zhang, Mingda, et al.
Publicado: (2025)

Chronic pain patient narratives allow for the estimation of current pain intensity
por: Nunes, Diogo A. P., et al.
Publicado: (2022)

OEMA: Ontology-Enhanced Multi-Agent Collaboration Framework for Zero-Shot Clinical Named Entity Recognition
por: Tao, Xinli, et al.
Publicado: (2025)

Transparency-First Medical Language Models: Datasheets, Model Cards, and End-to-End Data Provenance for Clinical NLP
por: Imanov, Olaf Yunus Laitinen, et al.
Publicado: (2026)

A Multimodal Pipeline for Clinical Data Extraction: Applying Vision-Language Models to Scans of Transfusion Reaction Reports
por: Schäfer, Henning, et al.
Publicado: (2025)

AI-MASLD Metabolic Dysfunction and Information Steatosis of Large Language Models in Unstructured Clinical Narratives
por: Shen, Yuan, et al.
Publicado: (2025)

Aspect-oriented Consumer Health Answer Summarization
por: Chaturvedi, Rochana, et al.
Publicado: (2024)

Comparative Study of Large Language Models on Chinese Film Script Continuation: An Empirical Analysis Based on GPT-5.2 and Qwen-Max
por: Cao, Yuxuan, et al.
Publicado: (2026)

The Table of Media Bias Elements: A sentence-level taxonomy of media bias types and propaganda techniques
por: Menzner, Tim, et al.
Publicado: (2026)

CuraView: A Multi-Agent Framework for Medical Hallucination Detection with GraphRAG-Enhanced Knowledge Verification
por: Ye, Severin, et al.
Publicado: (2026)

Computational analysis of the language of pain: a systematic review
por: Nunes, Diogo A. P., et al.
Publicado: (2024)

Evaluating the Challenges of LLMs in Real-world Medical Follow-up: A Comparative Study and An Optimized Framework
por: Liu, Jinyan, et al.
Publicado: (2025)

VietMed-MCQ: A Consistency-Filtered Data Synthesis Framework for Vietnamese Traditional Medicine Evaluation
por: Kiet, Huynh Trung, et al.
Publicado: (2026)