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A bird's-eye view of deep learning in bioimage analysis.

Abstract：

: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.

journal_name

Comput Struct Biotechnol J

journal_title

Computational and structural biotechnology journal

authors

Meijering E

doi

10.1016/j.csbj.2020.08.003

subject

Has Abstract

pub_date

2020-08-07 00:00:00

pages

2312-2325

issn

2001-0370

pii

S2001-0370(20)30356-1

journal_volume

18

pub_type

杂志文章,评审

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