Applications of Artificial Intelligence in Pain Medicine.

IF 3.2 2区医学 Q2 CLINICAL NEUROLOGY

Current Pain and Headache Reports Pub Date : 2024-04-01 Epub Date: 2024-02-12 DOI:10.1007/s11916-024-01224-8

Alaa Abd-Elsayed, Christopher L Robinson, Zwade Marshall, Sudhir Diwan, Theodore Peters

引用次数: 0

Abstract

Purpose of review: This review explores the current applications of artificial intelligence (AI) in the field of pain medicine with a focus on machine learning.

Recent findings: Utilizing a literature search conducted through the PubMed database, several current trends were identified, including the use of AI as a tool for diagnostics, predicting pain progression, predicting treatment response, and performance of therapy and pain management. Results of these studies show promise for the improvement of patient outcomes. Current gaps in the research and subsequent directions for future study involve AI in optimizing and improving nerve stimulation and more thoroughly predicting patients' responses to treatment.

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人工智能在疼痛医学中的应用。

综述的目的：本综述探讨了当前人工智能（AI）在疼痛医学领域的应用，重点关注机器学习：通过在 PubMed 数据库中进行文献检索，发现了当前的几种趋势，包括将人工智能用作诊断、预测疼痛进展、预测治疗反应以及治疗和疼痛管理的工具。这些研究结果表明，人工智能有望改善患者的治疗效果。目前的研究空白和未来的研究方向涉及人工智能在优化和改进神经刺激以及更全面地预测患者对治疗的反应方面的应用。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Current Pain and Headache Reports CLINICAL NEUROLOGY-

CiteScore

6.10

自引率

2.70%

发文量

审稿时长

6-12 weeks

期刊介绍： This journal aims to review the most important, recently published clinical findings regarding the diagnosis, treatment, and management of pain and headache. By providing clear, insightful, balanced contributions by international experts, the journal intends to serve all those involved in the care and prevention of pain and headache. We accomplish this aim by appointing international authorities to serve as Section Editors in key subject areas, such as anesthetic techniques in pain management, cluster headache, neuropathic pain, and migraine. Section Editors, in turn, select topics for which leading experts contribute comprehensive review articles that emphasize new developments and recently published papers of major importance, highlighted by annotated reference lists. An international Editorial Board reviews the annual table of contents, suggests articles of special interest to their country/region, and ensures that topics are current and include emerging research. Commentaries from well-known figures in the field are also provided.