Rethinking deep learning in bioimaging through a data centric lens

Rethinking deep learning in bioimaging through a data centric lens

Deep learning has become essential in bioimaging for tasks. By examining data-centric strategies in general AI and revisiting existing deep learning methods in bioimaging, we describe a prototypical “BioData-Centric AI” framework. For AI users in bioimaging, this framework promotes a more practical...

Full description

Saved in:
Bibliographic Details
Main Authors: Jiajun Cao, Jan Wenzel, Shanghang Zhang, Josephine Lampe, Hongxiao Wang, Jiachen Yao, Zhicheng Zhang, Shuo Zhao, Yu Zhou, Chao Chen, Markus Schwaninger, Jufeng Yang, Danny Z. Chen, Jianxu Chen
Format: Article
Language:English
Published: Nature Portfolio 2025-06-01
Series:npj Imaging
Online Access:https://doi.org/10.1038/s44303-025-00092-0
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://doi.org/10.1038/s44303-025-00092-0

Similar Items