Imagen de Portada

Multimodal Health Risk Prediction System for Chronic Diseases via Vision-Language Fusion and Large Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Lu, Dingxin, Wu, Shurui, Huang, Xinyi
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Research on Personalized Medical Intervention Strategy Generation System based on Group Relative Policy Optimization and Time-Series Data Fusion
por: Lu, Dingxin, et al.
Publicado: (2025)

Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method
por: Wu, Shurui, et al.
Publicado: (2025)

Inertial Confinement Fusion Forecasting via Large Language Models
por: Chen, Mingkai, et al.
Publicado: (2024)

Integrating Machine Learning Ensembles and Large Language Models for Heart Disease Prediction Using Voting Fusion
por: Amin, Md. Tahsin, et al.
Publicado: (2026)

Adaptable Cardiovascular Disease Risk Prediction from Heterogeneous Data using Large Language Models
por: Lübeck, Frederike, 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)

A Hierarchical Language Model For Interpretable Graph Reasoning
por: Khurana, Sambhav, et al.
Publicado: (2024)

Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models
por: Tayebati, Sina, et al.
Publicado: (2025)

Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data
por: Kim, Yubin, et al.
Publicado: (2024)

An Explainable Disease Surveillance System for Early Prediction of Multiple Chronic Diseases
por: Khan, Shaheer Ahmad, et al.
Publicado: (2025)

Survival Meets Classification: A Novel Framework for Early Risk Prediction Models of Chronic Diseases
por: Khan, Shaheer Ahmad, et al.
Publicado: (2026)

Beam Prediction based on Large Language Models
por: Sheng, Yucheng, et al.
Publicado: (2024)

Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions
por: Cui, Suhan, et al.
Publicado: (2024)

Early Risk Prediction of Pediatric Cardiac Arrest from Electronic Health Records via Multimodal Fused Transformer
por: Lu, Jiaying, et al.
Publicado: (2025)

Fine-Tuning Vision-Language Models for Multimodal Polymer Property Prediction
por: Vuong, An, et al.
Publicado: (2025)

Dynamic Adversarial Reinforcement Learning for Robust Multimodal Large Language Models
por: Bao, Yicheng, et al.
Publicado: (2026)

Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models
por: Li, Kunhao, et al.
Publicado: (2025)

Revealing Multimodal Causality with Large Language Models
por: Li, Jin, et al.
Publicado: (2025)

Hyperbolic Learning with Multimodal Large Language Models
por: Mandica, Paolo, et al.
Publicado: (2024)

Proof of Concept: Multi-Target Wildfire Risk Prediction and Large Language Model Synthesis
por: Caron, Nicolas, et al.
Publicado: (2026)

Trustworthy Summarization via Uncertainty Quantification and Risk Awareness in Large Language Models
por: Pan, Shuaidong, et al.
Publicado: (2025)

Revis: Sparse Latent Steering to Mitigate Object Hallucination in Large Vision-Language Models
por: Wu, Jialin, et al.
Publicado: (2026)

Generalizable Multimodal Large Language Model Editing via Invariant Trajectory Learning
por: Su, Jiajie, et al.
Publicado: (2026)

Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning
por: Lee, Younghwan, et al.
Publicado: (2025)

On Predictability of Reinforcement Learning Dynamics for Large Language Models
por: Cai, Yuchen, et al.
Publicado: (2025)

Risk-Sensitive RL for Alleviating Exploration Dilemmas in Large Language Models
por: Jiang, Yuhua, et al.
Publicado: (2025)

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval
por: Miao, Jiayi, et al.
Publicado: (2025)

Test-Time Warmup for Multimodal Large Language Models
por: Rajaneesh, Nikita, et al.
Publicado: (2025)

Towards General Continuous Memory for Vision-Language Models
por: Wu, Wenyi, et al.
Publicado: (2025)

Probabilistic Token Alignment for Large Language Model Fusion
por: Zeng, Runjia, et al.
Publicado: (2025)

Pushing Large Language Models to the 6G Edge: Vision, Challenges, and Opportunities
por: Lin, Zheng, et al.
Publicado: (2023)

Wireless Traffic Prediction with Large Language Model
por: Zhang, Chuanting, et al.
Publicado: (2025)

Context-Adaptive Multi-Prompt Embedding with Large Language Models for Vision-Language Alignment
por: Kim, Dahun, et al.
Publicado: (2025)

Discrete Diffusion in Large Language and Multimodal Models: A Survey
por: Yu, Runpeng, et al.
Publicado: (2025)

Routing-Based Continual Learning for Multimodal Large Language Models
por: Mohta, Jay, et al.
Publicado: (2025)

SUA: Stealthy Multimodal Large Language Model Unlearning Attack
por: Zhang, Xianren, et al.
Publicado: (2025)

Multimodal Survival Analysis with Locally Deployable Large Language Models
por: Gögl, Moritz, et al.
Publicado: (2026)

Efficient Table Retrieval and Understanding with Multimodal Large Language Models
por: Xu, Zhuoyan, et al.
Publicado: (2026)

GraphEdit: Large Language Models for Graph Structure Learning
por: Guo, Zirui, et al.
Publicado: (2024)

RiskAgent: Synergizing Language Models with Validated Tools for Evidence-Based Risk Prediction
por: Liu, Fenglin, et al.
Publicado: (2025)