通过人工智能诊断和治疗微生物感染性疾病
Laith M Abbas Al-Huseini1, Nisreen Jawad Kadhim2, Mohammed Salih Mahdi2
1DEPARTMENT OF PHARMACOLOGY, COLLEGE OF MEDICINE, WARITH AL-ANBIYAA UNIVERSITY, KARBALA, IRAQ.
Wiadomosci lekarskie (Warsaw, Poland : 1960)
|March 24, 2025
概括
人工智能 (AI) 为准确的传染病诊断提供了有希望的方法. 需要进一步的临床试验来将人工智能纳入常规医疗实践,以改善患者的治疗结果.
科学领域:
- 医学诊断 医学诊断 医学诊断
- 传染性疾病 传染性疾病
- 人工智能的人工智能
背景情况:
- 准确诊断传染病对于有效治疗和公共健康至关重要.
- 现有的诊断方法在速度,准确性和可访问性方面面临挑战.
- 像人工智能 (AI) 这样的新兴技术带来了新的机遇.
研究的目的:
- 审查目前关于确定有效的诊断传染病策略的观点.
- 探索AI算法的应用在致病性微生物引起的疾病的诊断.
- 提供AI在传染病诊断中的临床应用的概述.
主要方法:
- 在索引数据库 (EMBASE,Scopus,PubMed/Medline) 中进行全面的文献搜索.
- 包括通过交叉引用识别的相关文章.
- 对诊断疾病的临床应用和人工智能算法的审查.
主要成果:
- 人工智能技术在各种医疗领域都有广泛的潜在应用.
- 几种人工智能算法正在探索它们在诊断传染病中的实用性.
- 这项研究强调了人工智能在提高诊断准确性的潜力.
结论:
- 人工智能对彻底改变医学诊断,包括传染病,具有重大前景.
- 在AI在临床环境中被广泛采用之前,严格的,设计精良的临床试验至关重要.
- 需要进一步的研究来验证人工智能工具可靠的现实应用.
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