Intelligent Analysis of Fundus Images(Series on Deep Learning Neural Networks)

基底图像智能分析:方法及应用

计算机科学技术基础学科

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作      者
出  版 社
出版时间
2023年06月15日
装      帧
精装
ISBN
9789811270369
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页      码
248 pp
语      种
英文
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图书简介
This comprehensive compendium designs deep neural network models and systems for intelligent analysis of fundus imaging. In response to several blinding fundus diseases such as Retinopathy of Prematurity (ROP), Diabetic Retinopathy (DR) and Macular Edema (ME), different image acquisition devices and fundus image analysis tasks are elaborated.From the actual fundus disease analysis tasks, various deep neural network models and experimental results are constructed and analyzed. For each task, an actual system for clinical application is developed.This useful reference text provides theoretical and experimental reference basis for AI researchers, system engineers of intelligent medicine and ophthalmologists.
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