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Real Time RT-PCR02:57

Real Time RT-PCR

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Real-time reverse transcription-polymerase chain reaction, or Real-time RT-PCR, is an analytical tool used to determine the expression level of target genes. The method involves converting mRNA to complementary DNA with the help of an enzyme known as reverse transcriptase, followed by the PCR amplification of the cDNA. These two processes can be performed simultaneously in a single tube or separately as a two-step reaction.
The real-time quantification of the number of amplified products is...
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Sperm Transport01:15

Sperm Transport

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The journey of sperm from its origin to the point of ejaculation begins within the seminiferous tubules of the testis. Here, Sertoli cells produce fluid that propels non-motile sperm through a series of conduits, starting with the straight tubules leading to the rete testis. This interconnected network of tubules acts as the initial pathway for sperm, guiding them into the efferent ductules and then into the epididymis for maturation.
The maturation phase occurs in the epididymis, where sperm...
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Sperm Structure and Semen Composition01:22

Sperm Structure and Semen Composition

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During ejaculation, males release around 2-5 milliliters of semen, which is a complex mixture of mature sperm and various fluids produced by accessory glands. The mature sperm cells measure approximately 60 micrometers in length and consist of a head, neck, midpiece, and tail. The head is flattened and tapered, measuring about 4 to 5 micrometers in length. It contains a nucleus with condensed chromosomes and an acrosome, a cap-like structure filled with enzymes essential for penetrating the...
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Real Number System01:27

Real Number System

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The real number system includes all numbers used for counting, measuring, and comparing quantities. Natural numbers are the basic counting numbers: 1, 2, 3, and so on. Integers expand this set by including zero and negative whole numbers: ..., –3, –2, –1, 0, 1, 2, .... Rational numbers are those that can be expressed as the ratio of two integers m/n, where n≠0. This includes fractions like 1/2​, integers such as 46, and decimals that terminate, such as 0.17, or...
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Real Number Operations01:27

Real Number Operations

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The concept of real numbers includes all the values that can be represented on a continuous number line. The system began with basic counting values used for enumeration. It later expanded to include values that represent the absence of quantity and opposites of the counting values. When situations required expressing parts of a whole or dividing quantities evenly, values capable of representing such proportions were developed. When written using decimal notation, these values can end or repeat...
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Microscopic Anatomy of Skeletal Muscles01:13

Microscopic Anatomy of Skeletal Muscles

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Skeletal muscle cells, also called muscle fibers, are distinctly elongated, multi-nucleated, slender biological units. They are packed with specialized structures designed to facilitate their primary function, which is contraction.
The muscle sarcolemma is a plasma membrane enclosing each muscle cell that conducts electrical signals called action potentials. The sarcolemma extends into the cell to form T-tubules, ensuring the neural impulses are uniformly distributed across the entire muscle...
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相关实验视频

Updated: Jan 29, 2026

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
05:43

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study

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基于人工智能的增强现实显微镜用于微型TESE中的实时精子检测和跟踪.

Mahmoud Mohamed1, Ezaki Yuriko2, Yuta Kawagoe1,3,4

  • 1Laboratory for Biomaterials and Bioengineering, Institute of Science Tokyo, Tokyo 152-8550, Japan.

Bioengineering (Basel, Switzerland)
|January 28, 2026
PubMed
概括

这项研究引入了人工智能的增强现实显微镜系统,以帮助在非阻断性亚精子症 (NOA) 治疗期间更快地找到精子. 该技术显著提高了精子检测率,可能减少男性不孕症的手术时间.

关键词:
微型TESE可以使用.增强现实显微镜 增强现实显微镜深度学习是一种深度学习.非阻塞性阿佐精子症.对象跟踪是指对象的跟踪.检测精子检测精子检测精子检测精子运动分析分析精子运动分析.

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科学领域:

  • 生殖医学 生殖医学
  • 医疗成像医学成像
  • 人工智能的人工智能

背景情况:

  • 非阻塞性精症 (NOA) 是严重的男性不孕症原因之一.
  • 微切割丸精子提取 (Micro-TESE) 是耗时且劳动密集的NOA诊断.
  • 手动在微型TESE中搜索精子可能需要几个小时,导致胚胎学家疲劳.

研究的目的:

  • 开发和评估一个增强现实 (AR) 显微镜系统与人工智能加速精子检索在微型TESE.
  • 为了提高在NOA治疗期间精子识别的效率和准确性.

主要方法:

  • 集成一个深度学习模型 (YOLOv5) 实时检测精子.
  • 实施多对象追踪器 (DeepSORT) 用于精子跟踪和运动分析.
  • 通过AR将精子数据 (位置,运动) 叠加到显微镜眼镜视图上,用于胚胎学家的指导.

主要成果:

  • 与经典方法相比,YOLOv5模型在精子检测方面表现出更高的准确性和速度 (精度为0.81,回忆为0.52).
  • 在实验试验中,AR显微镜系统大约使精子检测率翻了一番 (66.9%vs30.8%).
  • 该系统提供实时视觉指导,突出显示精子,并可能减少微型TESE程序的持续时间.

结论:

  • 带有AI的AR显微镜系统显著帮助胚胎学家在NOA的精子检索中.
  • 这项技术有望提高辅助生殖技术 (ART) 的效率和结果.
  • 实时人工智能驱动的精子识别可以减轻微型TESE程序的负担.