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Updated: Jan 8, 2026

Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery
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Determining Pain Detection and Tolerance Thresholds Using an Integrated, Multi-Modal Pain Task Battery

Published on: April 14, 2016

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一个基于规则的自动化选模型,使用自然语言处理用于疼痛药物开发和实施.

Lan Jiang1, Yu-Li Huang1, Jungwei Fan2

  • 1Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, United States.

Applied clinical informatics
|December 18, 2025
PubMed
概括

一个用于疼痛药物的新自动推分类系统使用自然语言处理 (NLP) 和后处理规则来提高患者调度的准确性. 这种以知识为导向的方法明显优于机器学习模型,提高了效率和资源配置.

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Analgesia and Pain Management01:25

Analgesia and Pain Management

Pain is critical to various clinical pathologies, provoking an urgent need for effective management. Pain, whether acute or chronic, is a complex neurochemical process. Its alleviation depends on the type, with nonopioid analgesics effective for mild to moderate pain, such as musculoskeletal or inflammatory pain, while neuropathic pain responds best to anticonvulsants, tricyclic antidepressants, or serotonin/norepinephrine reuptake inhibitors. For severe acute or chronic pain, opioids may be...
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