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神经网络与计算机视觉。

Neural Networks and Computer Vision.

作者信息

Yoon Alfred P, Chung Kevin C

机构信息

Division of Plastic Surgery, University of California Davis School of Medicine, University of California, Davis, 2335 Stockton Boulevard Floor 6, Sacramento, CA 95817, USA.

Section of Plastic Surgery, Department of Surgery, University of Michigan Medical School, University of Michigan Health System, 2130 Taubman Center, SPC 5340, 1500 East Medical Center Drive, Ann Arbor, MI 48109-5340, USA.

出版信息

Hand Clin. 2026 Feb;42(1):45-51. doi: 10.1016/j.hcl.2025.08.006. Epub 2025 Sep 9.

DOI:10.1016/j.hcl.2025.08.006
PMID:41206188
Abstract

Since the conception of the artificial neuron in 1943, neural networks have developed into multi-layer models enabling image recognition, speech recognition, personalized recommendation for web browsing, social media content, and virtual assistants. Harnessing this power, researchers have developed models that can potentially improve both access to care and efficiencies in health care delivery. The goal of this study is to provide a fundamental understanding of neural networks to hand surgeons with current examples in various medical subspecialties.

摘要

自1943年人工神经元的概念诞生以来,神经网络已发展成为能够实现图像识别、语音识别、网页浏览个性化推荐、社交媒体内容推荐以及虚拟助手等功能的多层模型。利用这一强大功能,研究人员开发出了一些模型,这些模型有可能改善医疗服务的可及性并提高医疗保健服务的效率。本研究的目的是通过各个医学亚专业的当前实例,让手外科医生对神经网络有一个基本的了解。

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