Predicting disease in transition dairy cattle based on behaviors measured before calving

NIAID Data Ecosystem2026-03-11 收录

奶牛疾病预测

产前行为监测

数据链接：

https://zenodo.org/record/3785721 数据链接链接失效反馈

官方服务：

资源简介：

Data set and code for the article "Predicting disease in transition dairy cattle based on behaviors measured before calving"

创建时间：

2020-05-05

一个 nomogram for predicting endometritis in dairy cows : analysis based on the pathogenic factors of dairy cows

奶牛疾病预测

精准畜牧业

在这项研究中，我们调查了山东省 7 个奶牛场的 39,322 头泌乳奶牛的子宫内膜炎发病率。采用单因素和多因素分析确定子宫内膜炎的危险因素，包括助产士评分、产犊数量、犊牛体重和状况、季节、胎次、产犊类别、犊牛状态和胎膜滞留。使用 R 软件（R 4.2.1）开发了预测奶牛子宫内膜炎的列线图模型。列线图使用来自山东省另一个奶牛场的 3211 头泌乳奶牛进行了验证。结果表明，季节、胎次、助产评分、产

Figshare2025-02-08 更新100

Supplemental Tables for milk FTIR spectra vs health papers

奶牛疾病预测

牛奶分析

This repository contains the supplemental tables associated with two related studies: "Predicting postpartum diseases in Holstein cows using milk spectra and machine learning – retrospective asse

Zenodo2025-04-20 更新10

Python codes for machine learning algorithms for subclinical mastitis prediction

奶牛疾病预测

精准畜牧业

subclinical mastitis was predicted using different machine learning methods. different test methods were used to predict which parameters and ML methods were effective in explaining SCC.

Figshare2025-07-01 更新00

Replication Data for: Comparative performance analysis of three machine learning algorithms applied to sensor data in dairy cattle to predict metritis events II. Behaviors measured with a leg-attached accelerometer

奶牛疾病预测

动物行为监测

Dataset containing all the performance metrics (sensitivity, specificity, positive and negative predictive values, accuracy, and F1 score) using a rank-based approach and three different decision thre

Harvard Dataverse2021-09-16 更新20

Logistic regression model for predicting new bacteriological infections after freshening for cows with positive bacteriological cultures at dry-off among different treatment groups (AB, TS, TS&AB, control).

奶牛疾病预测

精准畜牧业

Figshare2026-04-01 更新10