Yu Zhou
Ausgewählte Publikationen
Nature Computational Science, Bd. 5, Nr. 11, 2025, S. 1041-1050
Dai G, Zhang R, Wuwu Q, Tseng C, Zhou Y, Wang S, Qian S, Lu M, Tuz AA, Gunzer M, Huang T, Chen J, Zhang S.
Implicit neural image field for biological microscopy image compression
https://doi.org/10.1038/s43588-025-00889-4
Npj imaging, Bd. 3, Nr. 1, 2025, S. 29
Cao J, Wenzel J, Zhang S, Lampe J, Wang H, Yao J, Zhang Z, Zhao S, Zhou Y, Chen C, Schwaninger M, Yang J, Chen DZ, Chen J.
Rethinking deep learning in bioimaging through a data centric lens
https://doi.org/10.1038/s44303-025-00092-0
Biological Imaging, Bd. 4, 2024, S. e16
Zhou Y, Sollmann J, Chen J.
Deep-learning-based image compression for microscopy images: An empirical study
https://doi.org/10.1017/S2633903X24000151
2024 IEEE International Symposium on Biomedical Imaging (ISBI), 2024
Zhou Y, Zhao S, Sonneck J, Chen J.
2D Label-Free Prediction of Multiple Organelles Across Different Transmitted-Light Microscopy Images with Bag-of-Experts
https://doi.org/10.1109/ISBI56570.2024.10635298
GigaScience, 2024
Sonneck J, Zhou Y, Chen J.
MMV_Im2Im: an open-source microscopy machine vision toolbox for image-to-image transformation
https://doi.org/10.1093/gigascience/giad120
Nature Methods, Bd. 21, Nr. 3, 2024, S. 368-369
Zhou Y, Cao J, Sonneck J, Banerjee S, Dörr S, Grüneboom A, Lorenz K, Zhang S, Chen J.
EfficientBioAI: making bioimaging AI models efficient in energy and latency
https://doi.org/10.1038/s41592-024-02167-z