Animal Health Care Prevention

Last updated on Mar 20, 2022

Health care prevention starts from monitoring and activity recognition. Wearable devices are a great tool that allows pervasive monitoring and they allow the implementation of algorithms for efficient monitoring. Similarly, livestock precision technologies allow monitoring of additional parameters such as feeding behavior. I have carried out works that perform activity recognition on horses, and works for the prediction of bovine respiratory diseases from behavioral changes.

Machine Learning Animal Health Care Prevention

Publications

A machine learning and optimization framework for the early diagnosis of bovine respiratory disease

Bovine Respiratory Disease (BRD) is an infection of the respiratory tract that is the leading reason for antimicrobial use in dairy …

Enrico Casella

A machine learning and optimization framework for the early diagnosis of bovine respiratory disease

Cost-aware Inference of Bovine Respiratory Disease in Calves using Precision Livestock Technology

Bovine Respiratory Disease (BRD) is the second leading cause of death in young dairy calves, and is associated with less growth, and …

Enrico Casella

Cost-aware Inference of Bovine Respiratory Disease in Calves using Precision Livestock Technology

Using machine learning and behavioral patterns observed by automated feeders and accelerometers for the early indication of clinical Bovine Respiratory Disease status in preweaned dairy calves

Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software. Create your slides in Markdown - click the Slides button to check out the example.

Enrico Casella

Using machine learning and behavioral patterns observed by automated feeders and accelerometers for the early indication of clinical Bovine Respiratory Disease status in preweaned dairy calves

Using machine learning and precision livestock farming technology for early indication of health status in preweaned dairy calves

Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software. Create your slides in Markdown - click the Slides button to check out the example.

Enrico Casella

Using machine learning and precision livestock farming technology for early indication of health status in preweaned dairy calves

A framework for the recognition of horse gaits through wearable devices

The wearable devices market has been growing exponentially in the last few years and it is expected to count up to 930 million devices …

Enrico Casella

A framework for the recognition of horse gaits through wearable devices

Smartwatch application for horse gaits activity recognition

Activity recognition has been introduced as a means of detecting an action from a series of observations. Although in the literature, …

Enrico Casella