Copertina

From Generative Modeling to Clinical Classification: A GPT-Based Architecture for EHR Notes

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Irany, Fariba Afrin, Akwafuo, Sampson
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Selective Fine-Tuning of GPT Architectures for Parameter-Efficient Clinical Text Classification
di: Irany, Fariba Afrin, et al.
Pubblicazione: (2026)

A Hybrid Retrieval and Reranking Framework for Evidence-Grounded Retrieval-Augmented Generation
di: Irany, Fariba Afrin, et al.
Pubblicazione: (2026)

FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs
di: Munnangi, Monica, et al.
Pubblicazione: (2024)

Sampling-Based Attack for Centrality Disruption in Complex Networks
di: Irany, Fariba Afrin, et al.
Pubblicazione: (2024)

GENIE: Generative Note Information Extraction model for structuring EHR data
di: Ying, Huaiyuan, et al.
Pubblicazione: (2025)

EHR Interaction Between Patients and AI: NoteAid EHR Interaction
di: Zhang, Xiaocheng, et al.
Pubblicazione: (2023)

ARIES: A Scalable Multi-Agent Orchestration Framework for Real-Time Epidemiological Surveillance and Outbreak Monitoring
di: Wattamwar, Aniket, et al.
Pubblicazione: (2026)

Cross-Institutional Dental EHR Entity Extraction via Generative AI and Synthetic Notes
di: Chuang, Yao-Shun, et al.
Pubblicazione: (2024)

Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM
di: Cui, Hejie, et al.
Pubblicazione: (2024)

ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
di: Yang, Zhichao, et al.
Pubblicazione: (2024)

CKD-EHR:Clinical Knowledge Distillation for Electronic Health Records
di: Wang, Junke, et al.
Pubblicazione: (2025)

Temporal Entailment Pretraining for Clinical Language Models over EHR Data
di: Tanaka, Tatsunori, et al.
Pubblicazione: (2025)

Enhancing Clinical Note Generation with ICD-10, Clinical Ontology Knowledge Graphs, and Chain-of-Thought Prompting Using GPT-4
di: Makohon, Ivan, et al.
Pubblicazione: (2025)

From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
di: Zhou, Karen, et al.
Pubblicazione: (2025)

AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization
di: Liao, Yusheng, et al.
Pubblicazione: (2026)

Notes on Applicability of GPT-4 to Document Understanding
di: Borchmann, Łukasz
Pubblicazione: (2024)

Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology
di: Gupta, Shashi Kant, et al.
Pubblicazione: (2024)

SCARE: A Benchmark for SQL Correction and Question Answerability Classification for Reliable EHR Question Answering
di: Lee, Gyubok, et al.
Pubblicazione: (2025)

EHRSummarizer: A Privacy-Aware, FHIR-Native Reference Architecture for Source-Grounded EHR Summarization
di: Kazemzadeh, Houman, et al.
Pubblicazione: (2026)

DistillNote: Toward a Functional Evaluation Framework of LLM-Generated Clinical Note Summaries
di: Boll, Heloisa Oss, et al.
Pubblicazione: (2025)

HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs
di: Yang, Yuezhe, et al.
Pubblicazione: (2026)

heiDS at ArchEHR-QA 2025: From Fixed-k to Query-dependent-k for Retrieval Augmented Generation
di: Chouhan, Ashish, et al.
Pubblicazione: (2025)

Training LLMs for EHR-Based Reasoning Tasks via Reinforcement Learning
di: Lin, Jiacheng, et al.
Pubblicazione: (2025)

Personalized Clinical Note Generation from Doctor-Patient Conversations
di: Brake, Nathan, et al.
Pubblicazione: (2024)

A Large Language Model Based Pipeline for Review of Systems Entity Recognition from Clinical Notes
di: Nghiem, Hieu, et al.
Pubblicazione: (2025)

Tokenization Tradeoffs in Structured EHR Foundation Models
di: Guo, Lin Lawrence, et al.
Pubblicazione: (2026)

Classification of Psychiatry Clinical Notes by Diagnosis: A Deep Learning and Machine Learning Approach
di: Rubio-Martín, Sergio, et al.
Pubblicazione: (2025)

Comparing Two Model Designs for Clinical Note Generation; Is an LLM a Useful Evaluator of Consistency?
di: Brake, Nathan, et al.
Pubblicazione: (2024)

UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting
di: Shields-Menard, Sara, et al.
Pubblicazione: (2025)

Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise
di: Wang, Hanyin, et al.
Pubblicazione: (2024)

Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
di: Li, Zhijian, et al.
Pubblicazione: (2024)

Paging Dr. GPT: Extracting Information from Clinical Notes to Enhance Patient Predictions
di: Anderson, David, et al.
Pubblicazione: (2025)

Controllable Synthetic Clinical Note Generation with Privacy Guarantees
di: Baumel, Tal, et al.
Pubblicazione: (2024)

NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes
di: Wang, Junda, et al.
Pubblicazione: (2023)

Generative AI-Based Text Generation Methods Using Pre-Trained GPT-2 Model
di: Pandey, Rohit, et al.
Pubblicazione: (2024)

Yale-DM-Lab at ArchEHR-QA 2026: Deterministic Grounding and Multi-Pass Evidence Alignment for EHR Question Answering
di: Irankhah, Elyas, et al.
Pubblicazione: (2026)

A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction
di: Ying, Huaiyuan, et al.
Pubblicazione: (2024)

Exploring Scaling Laws for EHR Foundation Models
di: Zhang, Sheng, et al.
Pubblicazione: (2025)

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models
di: Phan, Thao Minh Nguyen, et al.
Pubblicazione: (2024)

SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data
di: Yao, Zonghai, et al.
Pubblicazione: (2025)