Scalable Online Disease Diagnosis via Multi-Model-Fused Actor-Critic Reinforcement Learning-Reference-Cited by-同舟云学术

Scalable Online Disease Diagnosis via Multi-Model-Fused Actor-Critic Reinforcement Learning

Published:2022-08-14 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
language:
Short-container-title:

Author:

He Weijie¹,Chen Ting¹

Affiliation:

1. Tsinghua University, Beijing, China

Funder

Guoqiang Institute of Tsinghua University

Tsinghua University Initiative Scientific Research Program

National Key R&D Program of China

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3534678.3542672

Reference47 articles.

1. 2015. Mayo Clinic symptom checker. https://www.mayoclinic.org/symptom-checker/select-symptom/itt-20009075. 2015. Mayo Clinic symptom checker. https://www.mayoclinic.org/symptom-checker/select-symptom/itt-20009075.

2. 2018. National health and nutrition examination survey. https://www.cdc.gov/nchs/nhanes. 2018. National health and nutrition examination survey. https://www.cdc.gov/nchs/nhanes.

3. 2020. WebMD symptom checker. https://symptoms.webmd.com/. 2020. WebMD symptom checker. https://symptoms.webmd.com/.

4. AHEAD Research Inc. 2017. SymCAT: Symptom-based computer assisted triage. http://www.symcat.com. AHEAD Research Inc. 2017. SymCAT: Symptom-based computer assisted triage. http://www.symcat.com.

5. A Markovian decision process;Bellman Richard;Journal of mathematics and mechanics,1957

Cited by 5 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation;Journal of Medical Internet Research;2024-08-23

2. SA-MPF: A Status-Aware Mask Prediction Framework for Online Disease Diagnosis;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

3. Knowledge-Routed Automatic Diagnosis With Heterogeneous Patient-Oriented Graph;IEEE Access;2024

4. AI-Driven Diagnostic Assistance in Medical Inquiry: Reinforcement Learning Algorithm Development and Validation (Preprint);2023-11-17

5. PRACM: Predictive Rewards for Actor-Critic with Mixing Function in Multi-Agent Reinforcement Learning;Knowledge Science, Engineering and Management;2023