A composite scaling network of EfficientNet for improving spatial domain identification performance
Abstract Spatial Transcriptomics leverages gene expression profiling while preserving spatial location and histological images. However, processing the vast and noisy image data in spatial transcriptomics (ST) for precise recognition of spatial domains remains a challenge. In this study, we propose...
Saved in:
| Main Authors: | Yanan Zhao, Chunshen Long, Wenjing Shang, Zhihao Si, Zhigang Liu, Zhenxing Feng, Yongchun Zuo |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-11-01
|
| Series: | Communications Biology |
| Online Access: | https://doi.org/10.1038/s42003-024-07286-z |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Utilizing EfficientNet for sheep breed identification in low-resolution images
by: Galib Muhammad Shahriar Himel, et al.
Published: (2024-12-01) -
Diagnostic of breast tumors based on improved EfficientNet
by: FANG Zhenqi, et al.
Published: (2023-12-01) -
Multiple Scaling Based EfficientNet Modelling for Liver Tumor Classification on CT Images
by: Bilga Jacob, et al.
Published: (2024-09-01) -
EfficientNet-b0-Based 3D Quantification Algorithm for Rectangular Defects in Pipelines
by: Di Wu, et al.
Published: (2025-01-01) -
Ensemble deep learning and EfficientNet for accurate diagnosis of diabetic retinopathy
by: Lakshay Arora, et al.
Published: (2024-12-01)