Imagen de Portada

Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Anran, Qian, Lingfei, Du, Mengmeng, Yin, Yu, Hu, Yan, Sun, Zihao, Fu, Yihang, Kim, Hyunjae, Stutz, Erica, Ai, Xuguang, Xie, Qianqian, Zhu, Rui, Huang, Jimin, Yang, Yifan, Liu, Siru, Tham, Yih-Chung, Ohno-Machado, Lucila, Cho, Hyunghoon, Lu, Zhiyong, Xu, Hua, Chen, Qingyu
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine
por: Li, Anran, et al.
Publicado: (2026)

ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs
por: Fan, Yongming, et al.
Publicado: (2025)

Can OpenAI o1 Reason Well in Ophthalmology? A 6,990-Question Head-to-Head Evaluation Study
por: Srinivasan, Sahana, et al.
Publicado: (2025)

Benchmarking Next-Generation Reasoning-Focused Large Language Models in Ophthalmology: A Head-to-Head Evaluation on 5,888 Items
por: Zou, Minjie, et al.
Publicado: (2025)

LEME: Open Large Language Models for Ophthalmology with Advanced Reasoning and Clinical Validation
por: Kim, Hyunjae, et al.
Publicado: (2024)

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
por: Liu, Zhiwei, et al.
Publicado: (2025)

LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models
por: Qin, Zhenyue, et al.
Publicado: (2024)

GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
por: Nandi, Anupama, et al.
Publicado: (2025)

Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
por: Ma, Xinyao, et al.
Publicado: (2025)

Are Multimodal LLMs Ready for Clinical Dermatology? A Real-World Evaluation in Dermatology
por: Jiang, Roy, et al.
Publicado: (2026)

Retinal microvasculature alterations are associated with mild behavioral impairment in a memory clinic population
por: Yingqi Liao, et al.
Publicado: (2025)

From Compound Figures to Composite Understanding: Developing a Multi-Modal LLM from Biomedical Literature with Medical Multiple-Image Benchmarking and Validation
por: Chen, Zhen, et al.
Publicado: (2025)

Me LLaMA: Foundation Large Language Models for Medical Applications
por: Xie, Qianqian, et al.
Publicado: (2024)

VOLMO: Versatile and Open Large Models for Ophthalmology
por: Qin, Zhenyue, et al.
Publicado: (2026)

LMOD+: A Comprehensive Multimodal Dataset and Benchmark for Developing and Evaluating Multimodal Large Language Models in Ophthalmology
por: Qin, Zhenyue, et al.
Publicado: (2025)

EHRNavigator: A Multi-Agent System for Patient-Level Clinical Question Answering over Heterogeneous Electronic Health Records
por: Qian, Lingfei, et al.
Publicado: (2026)

Modeling Visual Memorability Assessment with Autoencoders Reveals Characteristics of Memorable Images
por: Bagheri, Elham, et al.
Publicado: (2024)

ManifoldFormer: Geometric Deep Learning for Neural Dynamics on Riemannian Manifolds
por: Fu, Yihang, et al.
Publicado: (2025)

Comparison of pipeline, sequence-to-sequence, and GPT models for end-to-end relation extraction: experiments with the rare disease use-case
por: Gupta, Shashank, et al.
Publicado: (2023)

A Clinical-oriented Multi-level Contrastive Learning Method for Disease Diagnosis in Low-quality Medical Images
por: Hou, Qingshan, et al.
Publicado: (2024)

Augmenting Biomedical Named Entity Recognition with General-domain Resources
por: Yin, Yu, et al.
Publicado: (2024)

Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology
por: Gilson, Aidan, et al.
Publicado: (2024)

EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow
por: Pan, Xiaoyu, et al.
Publicado: (2025)

OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP
por: Wang, Yan, et al.
Publicado: (2025)

Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software
por: Chen, Xingran, et al.
Publicado: (2024)

Die Analyse von Unternehmensfunktionen als Grundlage für die Überlieferungsbildung im SBB-Archiv
por: Ursula Stutz
Publicado: (2014)

Historia ambiental de los lagos someros de la llanura Pampeana (Argentina) desde el Holoceno medio: Inferencias paleoclimáticas.
por: Silvina Stutz
Publicado: (2014)

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance
por: Qian, Lingfei, et al.
Publicado: (2025)

EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging
por: Shi, Danli, et al.
Publicado: (2024)

Prevalence and Molecular Characteristics of Human Metapneumovirus Among Children in Shanghai, China, 2021–2025
por: Xunhua Zhu, et al.
Publicado: (2025)

Retrieval-augmented Large Language Models for Financial Time Series Forecasting
por: Xiao, Mengxi, et al.
Publicado: (2025)

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
por: Peng, Xueqing, et al.
Publicado: (2025)

Benchmarking Direct Preference Optimization for Medical Large Vision-Language Models
por: Kim, Dain, et al.
Publicado: (2026)

Comment on: The Impact of Abnormal Uterine Bleeding on Adolescents’ Quality of Life: Results of the Adolescent Menstrual Bleeding Questionnaire
por: Siru Wang, et al.
Publicado: (2025)

TEC data
por: Cai, Xuguang
Publicado: (2021)

Data supporting Satellite in-situ electron density observations of the mid-latitude storm enhanced density on the noon meridional plane in the F region during the 20 November 2003 magnetic storm
por: Cai, Xuguang
Publicado: (2021)

Tales of Darkness and Light
por: Tham, Soso
Publicado: (2018)

Will the deflated WACC please stand up? And the real WACC should sit down
por: Joseph Tham
Publicado: (2011)

Consistent value estimates from the Discounted cash flow (DCF) and residual Income (RI) models in M & M worlds without and with taxes
por: Joseph Tham
Publicado: (2012)

Research Note: Medical Cannabis Tourism
por: Aaron Tham
Publicado: (2024)