Improving Hospital Risk Prediction with Knowledge-Augmented Multimodal EHR Modeling
Fuente:
arXiv
Guardado en:
| Autores principales: | Datta, Rituparna, Cui, Jiaming, Guan, Zihan, Reddy, Vishal G., Eby, Joshua C., Madden, Gregory, Silwal, Rupesh, Vullikanti, Anil |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
CALYPSO: Forecasting and Analyzing MRSA Infection Patterns with Community and Healthcare Transmission Dynamics
por: Datta, Rituparna, et al.
Publicado: (2025)
por: Datta, Rituparna, et al.
Publicado: (2025)
Prediction of Hospital Associated Infections During Continuous Hospital Stays
por: Datta, Rituparna, et al.
Publicado: (2025)
por: Datta, Rituparna, et al.
Publicado: (2025)
Agentic Framework for Epidemiological Modeling
por: Datta, Rituparna, et al.
Publicado: (2026)
por: Datta, Rituparna, et al.
Publicado: (2026)
Are LLMs Ready for Neural-integrated Mechanistic Modeling? A Benchmark and Agentic Framework
por: Guan, Zihan, et al.
Publicado: (2026)
por: Guan, Zihan, et al.
Publicado: (2026)
UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models
por: Guan, Zihan, et al.
Publicado: (2024)
por: Guan, Zihan, et al.
Publicado: (2024)
Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety
por: Guan, Zihan, et al.
Publicado: (2025)
por: Guan, Zihan, et al.
Publicado: (2025)
Differentially Private Densest Subgraph Detection
por: Nguyen, Dung, et al.
Publicado: (2021)
por: Nguyen, Dung, et al.
Publicado: (2021)
Differentially private exact recovery for stochastic block models
por: Nguyen, Dung, et al.
Publicado: (2024)
por: Nguyen, Dung, et al.
Publicado: (2024)
Improving Epidemic Analyses with Privacy-Preserving Integration of Sensitive Data
por: Guan, Zihan, et al.
Publicado: (2025)
por: Guan, Zihan, et al.
Publicado: (2025)
Large Language Models Lack Temporal Awareness of Medical Knowledge
por: Guan, Zihan, et al.
Publicado: (2026)
por: Guan, Zihan, et al.
Publicado: (2026)
An Effective Approach for Node Classification in Textual Graphs
por: Datta, Rituparna, et al.
Publicado: (2025)
por: Datta, Rituparna, et al.
Publicado: (2025)
Diffuse Axion Background
por: Eby, Joshua, et al.
Publicado: (2024)
por: Eby, Joshua, et al.
Publicado: (2024)
Differentially Private and Scalable Estimation of the Network Principal Component
por: Khayatian, Alireza, et al.
Publicado: (2025)
por: Khayatian, Alireza, et al.
Publicado: (2025)
Reconstructing Network Outbreaks under Group Surveillance
por: Mishra, Ritwick, et al.
Publicado: (2026)
por: Mishra, Ritwick, et al.
Publicado: (2026)
Predictive Multimodal Modeling of Diagnoses and Treatments in EHR
por: Huang, Cindy Shih-Ting, et al.
Publicado: (2025)
por: Huang, Cindy Shih-Ting, et al.
Publicado: (2025)
Enumeration of spatial manipulators by using the concept of Adjacency Matrix
por: Jacob, Akkarapakam Suneesh, et al.
Publicado: (2022)
por: Jacob, Akkarapakam Suneesh, et al.
Publicado: (2022)
Contrastive Explainable Clustering with Differential Privacy
por: Nguyen, Dung, et al.
Publicado: (2024)
por: Nguyen, Dung, et al.
Publicado: (2024)
UTSA-NLP at ArchEHR-QA 2025: Improving EHR Question Answering via Self-Consistency Prompting
por: Shields-Menard, Sara, et al.
Publicado: (2025)
por: Shields-Menard, Sara, et al.
Publicado: (2025)
Portfolio Optimization for Index Tracking with Constraints on Downside Risk and Carbon Footprint
por: Biswas, Suparna, et al.
Publicado: (2025)
por: Biswas, Suparna, et al.
Publicado: (2025)
Estimation of Spectral Risk Measure for Left Truncated and Right Censored Data
por: Biswas, Suparna, et al.
Publicado: (2024)
por: Biswas, Suparna, et al.
Publicado: (2024)
Accurately Estimating Unreported Infections using Information Theory
por: Cui, Jiaming, et al.
Publicado: (2025)
por: Cui, Jiaming, et al.
Publicado: (2025)
EHR-Based Mobile and Web Platform for Chronic Disease Risk Prediction Using Large Language Multimodal Models
por: Liao, Chun-Chieh, et al.
Publicado: (2024)
por: Liao, Chun-Chieh, et al.
Publicado: (2024)
Semi-supervised Method for Risk Prediction with Doubly Censored EHR Data
por: Zhou, Jie, et al.
Publicado: (2026)
por: Zhou, Jie, et al.
Publicado: (2026)
RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
por: Xu, Ran, et al.
Publicado: (2024)
por: Xu, Ran, et al.
Publicado: (2024)
Improved Approximations for Hard Graph Problems using Predictions
por: Aamand, Anders, et al.
Publicado: (2025)
por: Aamand, Anders, et al.
Publicado: (2025)
Quantifying the impact of services liberalization in a developing country / Denise Eby Konan, Keith E. Maskus
por: Konan, Denise Eby
Publicado: (2004)
por: Konan, Denise Eby
Publicado: (2004)
The struggle to uphold a regional human rights regime: the winding role of ASEAN Intergovernmental Commission on Human Rights (AICHR)
por: Abubakar Eby Hara
Publicado: (2019)
por: Abubakar Eby Hara
Publicado: (2019)
South Asian Partition Fiction in English
por: Rituparna, Roy
Publicado: (2010)
por: Rituparna, Roy
Publicado: (2010)
Interpretable Syntactic Representations Enable Hierarchical Word Vectors
por: Silwal, Biraj
Publicado: (2024)
por: Silwal, Biraj
Publicado: (2024)
Fine-Tuning Small Embeddings for Elevated Performance
por: Silwal, Biraj
Publicado: (2024)
por: Silwal, Biraj
Publicado: (2024)
Controlling the Spread of Epidemics on Networks with Differential Privacy
por: Nguyen, Dung, et al.
Publicado: (2025)
por: Nguyen, Dung, et al.
Publicado: (2025)
ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions
por: Cai, Zi, et al.
Publicado: (2025)
por: Cai, Zi, et al.
Publicado: (2025)
Brain Tumor Identification using Improved YOLOv8
por: Dulal, Rupesh, et al.
Publicado: (2025)
por: Dulal, Rupesh, et al.
Publicado: (2025)
Earth-Catalyzed Detection of Magnetic Inelastic Dark Matter with Photons in Large Underground Detectors
por: Eby, Joshua, et al.
Publicado: (2023)
por: Eby, Joshua, et al.
Publicado: (2023)
Search for fast-oscillating fundamental constants with space missions
por: Budker, Dmitry, et al.
Publicado: (2024)
por: Budker, Dmitry, et al.
Publicado: (2024)
Detectability of accretion-induced bosenovae in the Milky Way
por: Maseizik, Dennis, et al.
Publicado: (2024)
por: Maseizik, Dennis, et al.
Publicado: (2024)
Optimal Algorithms for Augmented Testing of Discrete Distributions
por: Aliakbarpour, Maryam, et al.
Publicado: (2024)
por: Aliakbarpour, Maryam, et al.
Publicado: (2024)
Slip length estimation for flow over lubricant-impregnated surface
por: Goyal, Vishal, et al.
Publicado: (2025)
por: Goyal, Vishal, et al.
Publicado: (2025)
SynthEHR-Eviction: Enhancing Eviction SDoH Detection with LLM-Augmented Synthetic EHR Data
por: Yao, Zonghai, et al.
Publicado: (2025)
por: Yao, Zonghai, et al.
Publicado: (2025)
Integrating Genomics into Multimodal EHR Foundation Models
por: Amar, Jonathan, et al.
Publicado: (2025)
por: Amar, Jonathan, et al.
Publicado: (2025)
Ejemplares similares
-
CALYPSO: Forecasting and Analyzing MRSA Infection Patterns with Community and Healthcare Transmission Dynamics
por: Datta, Rituparna, et al.
Publicado: (2025) -
Prediction of Hospital Associated Infections During Continuous Hospital Stays
por: Datta, Rituparna, et al.
Publicado: (2025) -
Agentic Framework for Epidemiological Modeling
por: Datta, Rituparna, et al.
Publicado: (2026) -
Are LLMs Ready for Neural-integrated Mechanistic Modeling? A Benchmark and Agentic Framework
por: Guan, Zihan, et al.
Publicado: (2026) -
UFID: A Unified Framework for Input-level Backdoor Detection on Diffusion Models
por: Guan, Zihan, et al.
Publicado: (2024)