摘要
A sperm manipulation and selection platform using optoelectronic tweezers is proposed in this paper, fully leveraging the high throughput, damage-free, and contactless advantages of optoelectronic tweezers, combined with advanced computer vision techniques, to achieve precise manipulation and selection of sperm. Initially, through simulation, the force conditions of sperm under the optoelectronic tweezers are studied, followed by the development of a sperm detection algorithm based on YOLOv8, ByteTrack, and average speed strategies. This leads to the successful construction of a sperm manipulation and selection system encompassing detection, tracking, speed measurement, and manipulation. Experimental results demonstrate that the system can achieve high-precision manipulation of individual sperm, rapidly and orderly ar-range multiple sperms, and effectively select sperm based on morphology, speed, and vitality. Additionally, the system can significantly increase sperm concentration in a short period and effectively transport groups of sperm. With the increasing problem of infertility, particularly the decline in male sperm quality, this research provides an effective technical means for the development of efficient sperm manipulation and selection technology.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | 2024 IEEE International Conference on Robotics and Biomimetics, ROBIO 2024 |
| 出版商 | Institute of Electrical and Electronics Engineers Inc. |
| 页 | 559-564 |
| 页数 | 6 |
| 版本 | 2024 |
| ISBN(电子版) | 9781665481090 |
| DOI | |
| 出版状态 | 已出版 - 2024 |
| 活动 | 2024 IEEE International Conference on Robotics and Biomimetics, ROBIO 2024 - Bangkok, 泰国 期限: 10 12月 2024 → 14 12月 2024 |
会议
| 会议 | 2024 IEEE International Conference on Robotics and Biomimetics, ROBIO 2024 |
|---|---|
| 国家/地区 | 泰国 |
| 市 | Bangkok |
| 时期 | 10/12/24 → 14/12/24 |
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