人工智能与精密内分泌学的交集
Dimitrios Vlachakis1,2,3, Konstantina Dragoumani1,2, Eleni Papakonstantinou1,2
1Laboratory of Genetics, Department of Biotechnology, School of Applied Biology and Biotechnology, Agricultural University of Athens, Athens, Greece.
EMBnet.journal
|September 26, 2024
概括
生物信息学和人工智能 (AI) 正在彻底改变医学,特别是内分泌学. 这些领域通过分析复杂的生物数据来增强医学诊断,药物发现和个性化治疗.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能的人工智能
- 内分泌学 在内分泌学.
背景情况:
- 生物信息学和人工智能在现代医疗保健中越来越重要.
- 这些技术为分析复杂的生物数据提供了强大的工具.
- 它们的整合正在改变医学诊断和治疗策略.
研究的目的:
- 概述生物信息学与医学中的人工智能之间的协同关系.
- 阐明这些技术在推进精准医学,特别是内分泌学的关键作用.
- 探索生物信息学和人工智能在医疗保健中的当前应用和未来方向.
主要方法:
- 文献综述和对生物信息学和医学人工智能当前研究的综合.
- 探索基因组分析,药物发现和疾病诊断中的应用.
- 讨论这些技术所能实现的个性化治疗策略.
主要成果:
- 生物信息学和人工智能显著增强了复杂生物数据的分析.
- 应用范围包括基因组分析,加速药物发现和改善疾病诊断.
- 个性化治疗策略变得越来越可行和有效.
结论:
- 生物信息学和人工智能之间的协同作用对于推进精密医学和内分泌学至关重要.
- 利用这些技术为改善医疗保健结果提供了巨大的潜力.
- 应对当前的挑战是释放人工智能和生物信息学在医学中的全部未来潜力的关键.
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