Artificial Intelligence and its Application in the Prediction and Diagnosis of Animal Diseases: A Review

IF 0.4 4区 农林科学 Q4 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Ahmad Ali AlZubi
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引用次数: 0

Abstract

The role of artificial intelligence (AI) in veterinary science is becoming increasingly important as the technology advances. AI applications have the potential to revolutionize the prediction and diagnosis of animal diseases, thereby improving animal health by enhancing disease management. Given the complexity and subjectivity associated with evaluating medical images, as well as the difficulties inherent in handling animals, automating the analysis process using deep learning and artificial intelligence techniques would be highly beneficial. The main focus of the research study is to examine the applications of artificial intelligence in the prediction and diagnosis of Animal Diseases by the comprehensive process of literature review. It was found that many researchers have been using these techniques for diagnosis from the images, creating software that can help doctors, veterinarians and radiologists in their day-to-day work. The study includes machine learning and deep learning algorithms like PLS-DA, ANN and CNN models for the prediction and characterization of lesions. The results were analyzed and compared to obtain a high-accuracy model.
人工智能及其在动物疾病预测诊断中的应用综述
随着技术的进步,人工智能(AI)在兽医科学中的作用变得越来越重要。人工智能应用有可能彻底改变动物疾病的预测和诊断,从而通过加强疾病管理来改善动物健康。考虑到评估医学图像的复杂性和主观性,以及处理动物固有的困难,使用深度学习和人工智能技术自动化分析过程将非常有益。本研究的主要重点是通过文献综述的综合过程来考察人工智能在动物疾病预测和诊断中的应用。人们发现,许多研究人员一直在使用这些技术从图像中进行诊断,开发出可以帮助医生、兽医和放射科医生日常工作的软件。该研究包括机器学习和深度学习算法,如PLS-DA、ANN和CNN模型,用于预测和表征病变。对结果进行了分析比较,得到了一个高精度的模型。
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来源期刊
Indian Journal of Animal Research
Indian Journal of Animal Research AGRICULTURE, DAIRY & ANIMAL SCIENCE-
CiteScore
1.00
自引率
20.00%
发文量
332
审稿时长
6 months
期刊介绍: The IJAR, the flagship print journal of ARCC, it is a monthly journal published without any break since 1966. The overall aim of the journal is to promote the professional development of its readers, researchers and scientists around the world. Indian Journal of Animal Research is peer-reviewed journal and has gained recognition for its high standard in the academic world. It anatomy, nutrition, production, management, veterinary, fisheries, zoology etc. The objective of the journal is to provide a forum to the scientific community to publish their research findings and also to open new vistas for further research. The journal is being covered under international indexing and abstracting services.
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