文章基本信息

标题：A bird’s-eye view of deep learning in bioimage analysis
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作者：Erik Meijering
期刊名称：Computational and Structural Biotechnology Journal
印刷版ISSN：2001-0370
出版年度：2020
卷号：18
页码：2312-2325
DOI：10.1016/j.csbj.2020.08.003
出版社：Computational and Structural Biotechnology Journal
摘要：Deep learning of artificial neural networks has become the de facto standard approach to solving data analysis problems in virtually all fields of science and engineering. Also in biology and medicine, deep learning technologies are fundamentally transforming how we acquire, process, analyze, and interpret data, with potentially far-reaching consequences for healthcare. In this mini-review, we take a bird’s-eye view at the past, present, and future developments of deep learning, starting from science at large, to biomedical imaging, and bioimage analysis in particular.
关键词：Deep learning ; Artificial neural networks ; Bioimage analysis ; Microscopy imaging ; Computer vision