Attention LSTM U-Net model for Drosophila melanogaster heart tube segmentation in optical coherence microscopy images

Authors

Xiangping Ouyang, Washington University in St. Louis
Abigail Matt, Washington University in St. Louis
Fei Wang, Washington University in St. Louis
Elena Gracheva, Washington University in St. Louis
Ekaterina Migunova, Fordham University
Saathvika Rajamani, Fordham University
Edward B Dubrovsky, Fordham University
Chao Zhou, Washington University School of Medicine in St. Louis

Journal

Biomedical Optics Express

Publication Date

5-6-2024

Volume

15

Issue

6

First Page

3639

Last Page

3653

Document Type

Open Access Publication

DOI

10.1364/BOE.523364

Rights and Permissions

Ouyang X, Matt A, Wang F, Gracheva E, Migunova E, Rajamani S, Dubrovsky EB, Zhou C. Attention LSTM U-Net model for Drosophila melanogaster heart tube segmentation in optical coherence microscopy images. Biomed Opt Express. 2024 May 6;15(6):3639-3653. doi: 10.1364/BOE.523364 © 2024 Optica Publishing Group. Users may use, reuse, and build upon the article, or use the article for text or data mining, so long as such uses are for non-commercial purposes and appropriate attribution is maintained. All other rights are reserved.

Recommended Citation

Ouyang, Xiangping; Matt, Abigail; Wang, Fei; Gracheva, Elena; Migunova, Ekaterina; Rajamani, Saathvika; Dubrovsky, Edward B; and Zhou, Chao, "Attention LSTM U-Net model for Drosophila melanogaster heart tube segmentation in optical coherence microscopy images." Biomedical Optics Express. 15, 6. 3639 - 3653. (2024).
https://digitalcommons.wustl.edu/oa_4/3888

Department

ICTS (Institute of Clinical and Translational Sciences)

Additional Links

Supplemental material is available for this article at publisher site.