Clinical Medical Detection and Diagnosis Technology Based on the AlexNet Network Model

Abstract

With the rapid development of deep learning technology, its application in the medical field is more and more extensive. This paper mainly discusses the clinical medical detection and diagnosis technology based on AlexNet network model. This paper first introduces the basic principle and characteristics of AlexNet network model, then summarizes its application in the medical field, and then elaborates the implementation process of the technology, including data preprocessing, model training and optimization. Finally, the effectiveness and reliability of this technique are verified by experiments, and its future development is prospected.

Topics & Concepts