关闭循环 - - 病理学家在数字和计算病理学研究中的作用
The journal of pathology. Clinical research
|March 11, 2024
概括
病理学家 病理学家
科学领域:
- 计算病理学计算病理学
- 数字病理学数字病理学
- 人工智能在病理学中的应用
背景情况:
- 病理学杂志:临床研究观察到数字和计算病理学提交的数量增加.
- 尽管人工智能取得了进展,但病理学家的注释仍然对组织分析至关重要.
- 关键病理学家的角色包括注释细粒度,时间管理和解释计算结果.
研究的目的:
- 突出病理学家在计算病理学中的不断变化的作用.
- 强调病理学家参与人工智能驱动诊断的关键需求.
- 邀请对计算病理学的临床诊断应用进行研究.
主要方法:
- 数字和计算病理学手稿趋势的审查.
- 分析病理学家在注释,解释和验证方面的作用.
- 讨论人类循环机器学习的临床适用性.
主要成果:
- 病理学家的专业知识对于基础真相和将AI与病理学知识相结合至关重要.
- 标注细节性,时间限制和结果解释是关键的挑战.
- 人机交互需要反循环和验证的诊断标准.
结论:
- 病理学家在计算病理学中不可或缺,指导AI开发和验证.
- 代协作,就像人类循环中的机器学习,确保了临床相关性.
- 该期刊寻求专注于计算病理学临床诊断实用性的提交.
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