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相关概念视频

Open and closed-loop control systems01:17

Open and closed-loop control systems

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Control systems are foundational elements in automation and engineering. They are broadly categorized into open-loop and closed-loop systems. These classifications hinge on the presence or absence of feedback mechanisms, significantly influencing the system's performance, complexity, and application.
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
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The air in the lungs is measured in volumes and capacities. Lung volume measures reflect the amount of air taken in, released, or left over after a lung function, like a single inhalation. Lung capacity measures are sums of two or more lung volume measures.
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In most cases, excessive hormone production is prevented by negative feedback—a loop that starts with a stimulus inducing the release of a particular substance, like a hormone, to maintain a certain level before triggering a signal that results in a decrease in further release of the hormone.
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Culture shapes how people approach attraction, choose partners, and build long-term relationships. While some preferences in mate selection appear consistent across cultures, such as men valuing physical attractiveness and women emphasizing financial resources, cultural contexts influence how these preferences are expressed and prioritized. Marriage extends beyond romantic ideals in many societies and is deeply embedded in social, economic, and religious frameworks.The Role of Culture in Mate...
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Friendship formation is a dynamic process shaped by psychological, cultural, and social factors. Friendships play a crucial role in emotional well-being, social development, and personal identity from childhood to adulthood.Childhood and Early FriendshipsFriendships in childhood often arise due to shared environments, such as school or neighborhood interactions. At this stage, proximity and common interests serve as the primary basis for connection. As children grow, their friendships evolve...
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Animal organs and organ systems constantly adjust to internal and external changes through a process called homeostasis ("steady state"). Examples of these changes include regulation of the level of glucose or calcium in the blood or internal responses to external temperatures. Homeostasis requires  maintaining an internal dynamic equilibrium:
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相关实验视频

Updated: Feb 14, 2026

Endobronchial Ultrasound-guided Intratumoral Injection of Cisplatin for the Treatment of Isolated Mediastinal Recurrence of Lung Cancer
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闭环文本指导框架用于肺癌病变细分和量化.

Shiyang Wang1, Ziyi Wang2,3, Wanfu Men2

  • 1Department of Geriatric Surgery, The First Hospital of China Medical University, Shenyang, Liaoning, China.

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概括

BiomedLoop通过将图像细分与放射科医生语言联系起来,提高了肺癌检测. 这种以文本为导向的框架提高了病变划分的准确性,有助于早期诊断和临床实用性.

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科学领域:

  • 医疗成像医学成像
  • 人工智能的人工智能
  • 放射学 放射学是一门学科.

背景情况:

  • 精确的肺癌病变划分对于早期检测和治疗至关重要.
  • 传统的细分方法产生了与临床报告标准不一致的口罩.

研究的目的:

  • 引入 BiomedLoop,这是一个以文本为导向的肺癌细分框架,可以弥合自动化分析和临床实践之间的差距.
  • 改进对细分输出与放射科医生语言和报告标准的调整.

主要方法:

  • 一个管道合本地化 (Grounding DINO) 和精制 (SEEM) 与一个不确定性意识特征调制器.
  • 将面具几何描述符转换为伪文本提示,用于本地化路径微调.
  • 生成符合TID 1500规范的结构化报告.

主要成果:

  • 与传统的CNN和SegmentAnything模型变体相比,BiomedLoop实现了更高的子相似系数.
  • 该框架展示了持续较低的豪斯多夫距离,表明了改进的边界划分.
  • 即使在缺乏本地放射学报告的数据集上也取得了成功的微调.

结论:

  • 在BiomedLoop中系统的语义空间联合建模有效地将细分与临床实用性联系起来.
  • 该框架为资源有限的环境提供解决方案,需要准确和临床相关的细分.
  • 通过将语义描述与空间量化整合起来,BiomedLoop促进了常规诊断实践.