Title:
DEEP NEURAL NETWORK-BASED METHOD FOR DETECTING LIVING CELL MORPHOLOGY, AND RELATED PRODUCT
Document Type and Number:
WIPO Patent Application WO/2022/167005
Kind Code:
A1
Abstract:
A deep neural network-based method for detecting living cell morphology, and a related product. The method comprises: using a deep neural network-based target detection model to identify and locate an acquired image to be detected containing living cells, so as to extract a living single-cell image (S102); segmenting the living single-cell image using a deep neural network-based cell segmentation model, so as to obtain a feature part of the living single cell (S104); and analyzing and determining morphological parameters of the living single cell according to the feature part (S106).
Inventors:
LIU GUOLE (CN)
JIN JIE (CN)
SHI HAO (CN)
JIANG YUQIANG (CN)
YANG GE (CN)
YANG TAO (CN)
JIN JIE (CN)
SHI HAO (CN)
JIANG YUQIANG (CN)
YANG GE (CN)
YANG TAO (CN)
Application Number:
PCT/CN2022/084777
Publication Date:
August 11, 2022
Filing Date:
April 01, 2022
Export Citation:
Assignee:
INST AUTOMATION CAS (CN)
UNIV CAS (CN)
SPERMCATCHER BEIJING BIOTECHNOLOGY CO LTD (CN)
UNIV CAS (CN)
SPERMCATCHER BEIJING BIOTECHNOLOGY CO LTD (CN)
International Classes:
G06T7/00
Domestic Patent References:
| WO2020068380A1 | 2020-04-02 |
Foreign References:
| CN112508955A | 2021-03-16 | |||
| CN111563550A | 2020-08-21 | |||
| CN110458821A | 2019-11-15 | |||
| CN110705639A | 2020-01-17 | |||
| CN112135048A | 2020-12-25 | |||
| CN102647561A | 2012-08-22 |
Other References:
WANG YONGXIN: "Research on Sperm Morphology Evaluation and Morphological Classification", MEDICINE AND HEALTH SCIENCES, CHINESE MASTER’S THESES FULL-TEXT DATABASE, 15 June 2014 (2014-06-15), XP055955339
LIU YA-PING, QI LIN, ZHANG NAN-NAN, SHI HAO, SU YING-CHUN: "Follicle-stimulating hormone may predict sperm retrieval rate and guide surgical approach in patients with non-obstructive azoospermia", REPRODUCTIVE BIOLOGY, TOWARZYSTWO BIOLOGII ROZRODU, POLAND, vol. 20, no. 4, 1 December 2020 (2020-12-01), Poland , pages 573 - 579, XP055955271, ISSN: 1642-431X, DOI: 10.1016/j.repbio.2020.10.006
LIU YA-PING, QI LIN, ZHANG NAN-NAN, SHI HAO, SU YING-CHUN: "Follicle-stimulating hormone may predict sperm retrieval rate and guide surgical approach in patients with non-obstructive azoospermia", REPRODUCTIVE BIOLOGY, TOWARZYSTWO BIOLOGII ROZRODU, POLAND, vol. 20, no. 4, 1 December 2020 (2020-12-01), Poland , pages 573 - 579, XP055955271, ISSN: 1642-431X, DOI: 10.1016/j.repbio.2020.10.006
Attorney, Agent or Firm:
VCAN IP LAW FIRM (CN)
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