Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang

Intracellular organelle networks such as the endoplasmic reticulum (ER) network and the mitochondrial network serve crucial physiological functions. Morphology of these networks plays critical roles in mediating their functions.Accurate image segmentation is required for analyzing morphology of these networks for applications such as disease diagnosis and drug discovery. Deep learning models have shown remarkable advantages in accurate and robust segmentation of these complex network structures.

DOI Link: 
10.21227/t2he-zn97
Read more

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang, "Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/t2he-zn97. Accessed: Mar. 24, 2023.
@data{t2he-zn97-20,
doi = {10.21227/t2he-zn97},
url = {http://dx.doi.org/10.21227/t2he-zn97},
author = {Yaoru Luo; Yuanhao Guo; Wenjing Li; Guole Liu; Ge Yang },
publisher = {IEEE Dataport},
title = {Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks},
year = {2020} }
TY - DATA
T1 - Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks
AU - Yaoru Luo; Yuanhao Guo; Wenjing Li; Guole Liu; Ge Yang
PY - 2020
PB - IEEE Dataport
UR - 10.21227/t2he-zn97
ER -
Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang. (2020). Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks. IEEE Dataport. http://dx.doi.org/10.21227/t2he-zn97
Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang, 2020. Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks. Available at: http://dx.doi.org/10.21227/t2he-zn97.
Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang. (2020). "Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks." Web.
1. Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang. Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/t2he-zn97
Yaoru Luo, Yuanhao Guo, Wenjing Li, Guole Liu, Ge Yang. "Fluorescence Microscopy Image Datasets for Deep Learning Segmentation of Intracellular Orgenelle Networks." doi: 10.21227/t2he-zn97