人工智能在生物学和医学中的应用
Liliya Iskuzhina1, Zafarkhuja Turaev1, Artem Rozhin1
1Institute of Fundamental Medicine and Biology, Kazan Federal University, 420008, Kazan, Republic of Tatarstan, Russia.
Die Naturwissenschaften
|October 17, 2025
概括
人工智能 (AI) 正在彻底改变医学和生物学,提高诊断,疫苗开发和科学发现. 负责任的AI实施至关重要,以最大限度地发挥好处,同时减轻这些领域的风险.
科学领域:
- 医学 医学 医学 医学 医学
- 生物学 生物学 生物学
- 生物技术是生物技术.
- 基因组学就是基因组学.
- 蛋白质组学是指蛋白质组学.
- 细胞生物学 细胞生物学
- 合成生物学 合成生物学
背景情况:
- 人工智能 (AI) 在医学和生物科学中提供了变革性的潜力.
- 它的应用范围从疾病诊断和治疗到基础生物学研究.
研究的目的:
- 探索人工智能在医学和生物学中的多方面的作用.
- 研究人工智能对基因组学,蛋白质组学和疫苗开发等特定领域的影响.
- 讨论未来的人工智能趋势,挑战和道德考虑.
主要方法:
- 文献综述和对当前AI在医学和生物学中的应用进行分析.
- 探索新兴的人工智能技术,包括可解释的人工智能和生物灵感模型.
- 讨论人工智能与机器人和纳米技术的协同作用.
主要成果:
- 人工智能显著提高了医疗诊断,疫苗开发 (例如,对于COVID-19),和疾病治疗.
- 人工智能加速了基因组学,蛋白质组学,细胞和合成生物学方面的发现.
- 未来的方向包括可解释的人工智能,生物灵感模型,以及与机器人/纳米技术的整合.
结论:
- 人工智能拥有巨大的潜力,可以提高生活质量,加速科学突破.
- 为了负责任地采用人工智能,必须解决道德,法律和数据质量方面的挑战.
- 保护科学多样性和创新需要对人工智能融入研究的整合进行谨慎管理.
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