Do LLMs Triage Like Clinicians? A Dynamic Study of Outpatient Referral
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xiaoxiao, Xiao, Qingying, Zhang, Bingquan, Chen, Junying, Feng, Xiangyi, Li, Ziniu, Wan, Xiang, Chang, Jian, Yu, Guangjun, Hu, Yan, Wang, Benyou |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine
by: Chen, Junying, et al.
Published: (2025)
by: Chen, Junying, et al.
Published: (2025)
PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment
by: Hong, Chang, et al.
Published: (2025)
by: Hong, Chang, et al.
Published: (2025)
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them
by: Xie, Wenya, et al.
Published: (2024)
by: Xie, Wenya, et al.
Published: (2024)
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks
by: Xie, Wenya, et al.
Published: (2025)
by: Xie, Wenya, et al.
Published: (2025)
LLMs Could Autonomously Learn Without External Supervision
by: Ji, Ke, et al.
Published: (2024)
by: Ji, Ke, et al.
Published: (2024)
Human or LLM as Standardized Patients? A Comparative Study for Medical Education
by: Zhang, Bingquan, et al.
Published: (2025)
by: Zhang, Bingquan, et al.
Published: (2025)
Evaluating the Application of ChatGPT in Outpatient Triage Guidance: A Comparative Study
by: Liu, Dou, et al.
Published: (2024)
by: Liu, Dou, et al.
Published: (2024)
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
by: Chen, Junying, et al.
Published: (2024)
by: Chen, Junying, et al.
Published: (2024)
PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator
by: Kong, Chuyi, et al.
Published: (2023)
by: Kong, Chuyi, et al.
Published: (2023)
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
by: Liu, Wanlong, et al.
Published: (2024)
by: Liu, Wanlong, et al.
Published: (2024)
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
by: Chen, Junying, et al.
Published: (2024)
by: Chen, Junying, et al.
Published: (2024)
On Wednesdays, We Ask Questions: Optimizing "Active Listening" in Automated Legal Triage and Referral
by: Steenhuis, Quinten, et al.
Published: (2026)
by: Steenhuis, Quinten, et al.
Published: (2026)
"It Talks Like a Patient, But Feels Different": Co-Designing AI Standardized Patients with Medical Learners
by: Gao, Zhiqi, et al.
Published: (2026)
by: Gao, Zhiqi, et al.
Published: (2026)
ClinAlign: Scaling Healthcare Alignment from Clinician Preference
by: Lyu, Shiwei, et al.
Published: (2026)
by: Lyu, Shiwei, et al.
Published: (2026)
CMB: A Comprehensive Medical Benchmark in Chinese
by: Wang, Xidong, et al.
Published: (2023)
by: Wang, Xidong, et al.
Published: (2023)
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs
by: Chen, Junying, et al.
Published: (2023)
by: Chen, Junying, et al.
Published: (2023)
Humans or LLMs as the Judge? A Study on Judgement Biases
by: Chen, Guiming Hardy, et al.
Published: (2024)
by: Chen, Guiming Hardy, et al.
Published: (2024)
Explainable AML Triage with LLMs: Evidence Retrieval and Counterfactual Checks
by: Torres, Dorothy, et al.
Published: (2026)
by: Torres, Dorothy, et al.
Published: (2026)
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs
by: Chen, Junying, et al.
Published: (2024)
by: Chen, Junying, et al.
Published: (2024)
LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages
by: Huang, Xuhan, et al.
Published: (2024)
by: Huang, Xuhan, et al.
Published: (2024)
Development of a Triage Tool for Stratification and Referral of Women at Risk of Preeclampsia in Low‐Resource Antenatal Settings: A Prospective Cohort Study
by: Bismark Opoku Mensah, et al.
Published: (2026)
by: Bismark Opoku Mensah, et al.
Published: (2026)
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
by: Cai, Zhenyang, et al.
Published: (2024)
by: Cai, Zhenyang, et al.
Published: (2024)
Evaluation of the impact of pharmaceutical care for tuberculosis patients in a Secondary Referral Outpatient Clinic, Minas Gerais, Brazil
by: ANDREZA R.V. LOPES
Published: (2017)
by: ANDREZA R.V. LOPES
Published: (2017)
Characteristics of Patients Attending Gerodontology and Special Care Dentistry Outpatient Clinic in Thailand and the Referral Reasons by Dentists and Auxiliaries
by: Worakarn Suwanvesh, et al.
Published: (2025)
by: Worakarn Suwanvesh, et al.
Published: (2025)
Towards Understanding Fine-Tuning Mechanisms of LLMs via Circuit Analysis
by: Wang, Xu, et al.
Published: (2025)
by: Wang, Xu, et al.
Published: (2025)
LLMs Do Not Grade Essays Like Humans
by: Mathew, Jerin George, et al.
Published: (2026)
by: Mathew, Jerin George, et al.
Published: (2026)
Interdecadal change in the influence of the southern annular mode to the tropical cyclone frequency over the Bay of Bengal
by: Dickson Mbigi, et al.
Published: (2024)
by: Dickson Mbigi, et al.
Published: (2024)
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
by: Ge, Wentao, et al.
Published: (2023)
by: Ge, Wentao, et al.
Published: (2023)
A Dynamic Knowledge Distillation Method Based on the Gompertz Curve
by: Yang, Han, et al.
Published: (2025)
by: Yang, Han, et al.
Published: (2025)
An Empirical Study on Information Extraction using Large Language Models
by: Han, Ridong, et al.
Published: (2023)
by: Han, Ridong, et al.
Published: (2023)
An Empirical Study on Information Extraction using Large Language Models
by: Han, Ridong, et al.
Published: (2024)
by: Han, Ridong, et al.
Published: (2024)
ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models
by: Chen, Guiming Hardy, et al.
Published: (2024)
by: Chen, Guiming Hardy, et al.
Published: (2024)
A Note on Hybrid Online Reinforcement and Imitation Learning for LLMs: Formulations and Algorithms
by: Li, Yingru, et al.
Published: (2025)
by: Li, Yingru, et al.
Published: (2025)
Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage
by: He, Ziyi, et al.
Published: (2026)
by: He, Ziyi, et al.
Published: (2026)
Effects of Citric Acid and Tartaric Acid on Dynamic Microbial Community and Fermentation Quality of Corn and Soybean Mixed Silage
by: Xiangyi Lu, et al.
Published: (2026)
by: Xiangyi Lu, et al.
Published: (2026)
Dynamic Changes in Land Subsidence Following Extreme Precipitation Event: A Case Study of Zhengzhou
by: Bo Peng, et al.
Published: (2026)
by: Bo Peng, et al.
Published: (2026)
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
by: Zhang, Junyan, et al.
Published: (2025)
by: Zhang, Junyan, et al.
Published: (2025)
How Likely Do LLMs with CoT Mimic Human Reasoning?
by: Bao, Guangsheng, et al.
Published: (2024)
by: Bao, Guangsheng, et al.
Published: (2024)
Does higher interpretability imply better utility? A Pairwise Analysis on Sparse Autoencoders
by: Wang, Xu, et al.
Published: (2025)
by: Wang, Xu, et al.
Published: (2025)
Creativity and Perception: Unveiling the Role of Cross‐Modal Audiovisual Integration
by: Xinyao Xiao, et al.
Published: (2024)
by: Xinyao Xiao, et al.
Published: (2024)
Similar Items
-
ShizhenGPT: Towards Multimodal LLMs for Traditional Chinese Medicine
by: Chen, Junying, et al.
Published: (2025) -
PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment
by: Hong, Chang, et al.
Published: (2025) -
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them
by: Xie, Wenya, et al.
Published: (2024) -
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks
by: Xie, Wenya, et al.
Published: (2025) -
LLMs Could Autonomously Learn Without External Supervision
by: Ji, Ke, et al.
Published: (2024)