A bird’s-eye view of deep learning in bioimage analysis
2020; Elsevier BV; Volume: 18; Linguagem: Inglês
10.1016/j.csbj.2020.08.003
ISSN2001-0370
Autores Tópico(s)Image Processing Techniques and Applications
ResumoDeep 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.
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