版权说明 操作指南
首页 > 成果 > 详情

A New Method to Detect Buffalo Mastitis Using Udder Ultrasonography Based on Deep Learning Network

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Zhang, Xinxin;Li, Yuan;Zhang, Yiping;Yao, Zhiqiu;Zou, Wenna;...
通讯作者:
Yang, LG
作者机构:
[Li, Yuan; Yao, Zhiqiu; Zou, Wenna; Zhang, Yiping; Yang, Liguo; Zhang, Xinxin] Huazhong Agr Univ, Natl Ctr Int Res Anim Genet Breeding & Reprod NCIR, Minist Sci & Technol Peoples Republ China, Wuhan 430070, Peoples R China.
[Li, Yuan; Yao, Zhiqiu; Zou, Wenna; Zhang, Yiping; Yang, Liguo; Zhang, Xinxin] Huazhong Agr Univ, Coll Anim Sci & Technol, Key Lab Anim Genet Breeding & Reprod, Minist Educ, Wuhan 430070, Peoples R China.
[Nie, Pei] Hunan Agr Univ, Coll Vet Med, Changsha 410128, Peoples R China.
通讯机构:
[Yang, LG ] H
Huazhong Agr Univ, Natl Ctr Int Res Anim Genet Breeding & Reprod NCIR, Minist Sci & Technol Peoples Republ China, Wuhan 430070, Peoples R China.
Huazhong Agr Univ, Coll Anim Sci & Technol, Key Lab Anim Genet Breeding & Reprod, Minist Educ, Wuhan 430070, Peoples R China.
语种:
英文
关键词:
PolyLoss;convolutional block attention module;somatic cell count;quarter;mastitis
期刊:
ANIMALS
ISSN:
2076-2615
年:
2024
卷:
14
期:
5
页码:
707-
基金类别:
Conceptualization, X.Z. and L.Y.; formal analysis, L.Y.; funding acquisition, L.Y.; investigation, X.Z., Y.L., Y.Z., Z.Y., W.Z. and P.N.; methodology, X.Z. and L.Y.; project administration, L.Y.; software, X.Z. and Z.Y.; supervision, L.Y.; writing—original draft, X.Z. and L.Y.; writing—review and editing, X.Z. All authors have read and agreed to the published version of the manuscript. This work was supported by the National Key R&D Program of China (No. 2022YFD1301001).
机构署名:
本校为其他机构
院系归属:
动物医学院
摘要:
Simple Summary In this study, deep learning combined with udder ultrasonography of buffalo was used for the detection of mastitis for the first time, with the aim of establishing an accurate, rapid, and inexpensive method to detect buffalo mastitis instead of routine laboratory examination. This method provides a basis for mastitis detection in buffaloes mostly raised by small farmers and has the opportunity to be used in a variety of dairy animals in the future.Abstract Mastitis is one of the most predominant diseases with a negative impact on ranch products worldwide. It reduces milk product...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com