Context-Aware Hospitalization Forecasting Evaluations for Decision Support using LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Makkuni, Rhea, Joshi, Ananya |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decomposing Theory of Mind: How Emotional Processing Mediates ToM Abilities in LLMs
by: Chulo, Ivan, et al.
Published: (2025)
by: Chulo, Ivan, et al.
Published: (2025)
Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
by: Panda, Shevya, et al.
Published: (2026)
by: Panda, Shevya, et al.
Published: (2026)
Constrained Process Maps for Multi-Agent Generative AI Workflows
by: Joshi, Ananya, et al.
Published: (2026)
by: Joshi, Ananya, et al.
Published: (2026)
Reliable Self-Harm Risk Screening via Adaptive Multi-Agent LLM Systems
by: Karnam, Meghana, et al.
Published: (2026)
by: Karnam, Meghana, et al.
Published: (2026)
Task-Aware LLM Council with Adaptive Decision Pathways for Decision Support
by: Zhu, Wei, et al.
Published: (2026)
by: Zhu, Wei, et al.
Published: (2026)
Enabling Precise Topic Alignment in Large Language Models Via Sparse Autoencoders
by: Joshi, Ananya, et al.
Published: (2025)
by: Joshi, Ananya, et al.
Published: (2025)
Argumentation for Explainable and Globally Contestable Decision Support with LLMs
by: Dejl, Adam, et al.
Published: (2026)
by: Dejl, Adam, et al.
Published: (2026)
Benchmarking and Adapting On-Device LLMs for Clinical Decision Support
by: Munim, Alif, et al.
Published: (2025)
by: Munim, Alif, et al.
Published: (2025)
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with LLMs
by: Ho, Anh, et al.
Published: (2025)
by: Ho, Anh, et al.
Published: (2025)
Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging
by: Kumar, Rajeev, et al.
Published: (2025)
by: Kumar, Rajeev, et al.
Published: (2025)
Computationally Assisted Quality Control for Public Health Data Streams
by: Joshi, Ananya, et al.
Published: (2023)
by: Joshi, Ananya, et al.
Published: (2023)
Standardization of Psychiatric Diagnoses -- Role of Fine-tuned LLM Consortium and OpenAI-gpt-oss Reasoning LLM Enabled Decision Support System
by: Bandara, Eranga, et al.
Published: (2025)
by: Bandara, Eranga, et al.
Published: (2025)
Equity-Aware Geospatial AI for Forecasting Demand-Driven Hospital Locations in Germany
by: Pant, Piyush, et al.
Published: (2025)
by: Pant, Piyush, et al.
Published: (2025)
Enhancing Clinical Decision Support and EHR Insights through LLMs and the Model Context Protocol: An Open-Source MCP-FHIR Framework
by: Ehtesham, Abul, et al.
Published: (2025)
by: Ehtesham, Abul, et al.
Published: (2025)
Differentially Private Synthetic Data Generation Using Context-Aware GANs
by: Kotal, Anantaa, et al.
Published: (2025)
by: Kotal, Anantaa, et al.
Published: (2025)
Toward Zero-Egress Psychiatric AI: On-Device LLM Deployment for Privacy-Preserving Mental Health Decision Support
by: Bandara, Eranga, et al.
Published: (2026)
by: Bandara, Eranga, et al.
Published: (2026)
Evaluating Small Language Models for Agentic On-Farm Decision Support Systems
by: Liu, Enhong, et al.
Published: (2025)
by: Liu, Enhong, et al.
Published: (2025)
A User Study Evaluating Argumentative Explanations in Diagnostic Decision Support
by: Liedeker, Felix, et al.
Published: (2025)
by: Liedeker, Felix, et al.
Published: (2025)
Evaluating the Sensitivity of LLMs to Prior Context
by: Hankache, Robert, et al.
Published: (2025)
by: Hankache, Robert, et al.
Published: (2025)
Beyond Naïve Prompting: Strategies for Improved Context-aided Forecasting with LLMs
by: Ashok, Arjun, et al.
Published: (2025)
by: Ashok, Arjun, et al.
Published: (2025)
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
Context-Aware Visual Prompting: Automating Geospatial Web Dashboards with Large Language Models and Agent Self-Validation for Decision Support
by: Xu, Haowen, et al.
Published: (2025)
by: Xu, Haowen, et al.
Published: (2025)
Optimal Question Selection from a Large Question Bank for Clinical Field Recovery in Conversational Psychiatric Intake
by: Gui, Guan, et al.
Published: (2026)
by: Gui, Guan, et al.
Published: (2026)
Context-Aware Probabilistic Modeling with LLM for Multimodal Time Series Forecasting
by: Yao, Yueyang, et al.
Published: (2025)
by: Yao, Yueyang, et al.
Published: (2025)
LLM Agent Based Renewable Energy Forecasting Using Edge and IoT Data A Review of Solar Wind Weather and Grid Aware Decision Support
by: Manjunath, Pavan, et al.
Published: (2026)
by: Manjunath, Pavan, et al.
Published: (2026)
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
by: Jia, Jingru, et al.
Published: (2024)
by: Jia, Jingru, et al.
Published: (2024)
Evaluating LLMs on Real-World Forecasting Against Expert Forecasters
by: Lu, Janna
Published: (2025)
by: Lu, Janna
Published: (2025)
Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction
by: Dalmia, Shivali, et al.
Published: (2026)
by: Dalmia, Shivali, et al.
Published: (2026)
RAN Cortex: Memory-Augmented Intelligence for Context-Aware Decision-Making in AI-Native Networks
by: Barros, Sebastian
Published: (2025)
by: Barros, Sebastian
Published: (2025)
An Integrated Forecasting Prototype for Emergency Department Boarding Time to Support Proactive Operational Decision Making
by: Vural, Orhun, et al.
Published: (2026)
by: Vural, Orhun, et al.
Published: (2026)
Assessing Cognitive Biases in LLMs for Judicial Decision Support: Virtuous Victim and Halo Effects
by: Liu, Sierra S.
Published: (2026)
by: Liu, Sierra S.
Published: (2026)
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth
by: Lissak, Shir, et al.
Published: (2024)
by: Lissak, Shir, et al.
Published: (2024)
Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision-Language Models
by: Lee, Jeongwoo, et al.
Published: (2026)
by: Lee, Jeongwoo, et al.
Published: (2026)
Systematic Evaluation of Long-Context LLMs on Financial Concepts
by: Gupta, Lavanya, et al.
Published: (2024)
by: Gupta, Lavanya, et al.
Published: (2024)
Speaker Verification with Speech-Aware LLMs: Evaluation and Augmentation
by: Thebaud, Thomas, et al.
Published: (2026)
by: Thebaud, Thomas, et al.
Published: (2026)
LATTICE: Evaluating Decision Support Utility of Crypto Agents
by: Chan, Aaron, et al.
Published: (2026)
by: Chan, Aaron, et al.
Published: (2026)
CivBench: Progress-Based Evaluation for LLMs' Strategic Decision-Making in Civilization V
by: Chen, John, et al.
Published: (2026)
by: Chen, John, et al.
Published: (2026)
The Riddle of Reflection: Evaluating Reasoning and Self-Awareness in Multilingual LLMs using Indian Riddles
by: M, Abhinav P, et al.
Published: (2025)
by: M, Abhinav P, et al.
Published: (2025)
Dual-Prototype Disentanglement: A Context-Aware Enhancement Framework for Time Series Forecasting
by: Yang, Haonan, et al.
Published: (2026)
by: Yang, Haonan, et al.
Published: (2026)
Outlier Ranking in Large-Scale Public Health Streams
by: Joshi, Ananya, et al.
Published: (2024)
by: Joshi, Ananya, et al.
Published: (2024)
Similar Items
-
Decomposing Theory of Mind: How Emotional Processing Mediates ToM Abilities in LLMs
by: Chulo, Ivan, et al.
Published: (2025) -
Reliability Auditing for Downstream LLM tasks in Psychiatry: LLM-Generated Hospitalization Risk Scores
by: Panda, Shevya, et al.
Published: (2026) -
Constrained Process Maps for Multi-Agent Generative AI Workflows
by: Joshi, Ananya, et al.
Published: (2026) -
Reliable Self-Harm Risk Screening via Adaptive Multi-Agent LLM Systems
by: Karnam, Meghana, et al.
Published: (2026) -
Task-Aware LLM Council with Adaptive Decision Pathways for Decision Support
by: Zhu, Wei, et al.
Published: (2026)