Unknown

Dataset Information

0

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.

SUBMITTER: Meijering E 

PROVIDER: S-EPMC7494605 | biostudies-literature | 2020

REPOSITORIES: biostudies-literature

altmetric image

Publications

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

Meijering Erik E  

Computational and structural biotechnology journal 20200807


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 sc  ...[more]

Similar Datasets

| S-EPMC2639543 | biostudies-literature
| S-EPMC10886771 | biostudies-literature
| S-EPMC7080768 | biostudies-literature
| S-EPMC7717972 | biostudies-literature
| S-EPMC8276247 | biostudies-literature
| S-EPMC7281611 | biostudies-literature
| S-EPMC3590202 | biostudies-literature
| S-EPMC8079999 | biostudies-literature
| S-EPMC1796857 | biostudies-other
| S-EPMC7647282 | biostudies-literature