免疫蛍光組織画像におけるロバスト核分節のためのガイド付きエンコーディングのためのログベースの顕著性: LOGSAGE
Sahar A Mohammed1, Siyavash Shabani1, Muhammad Sohaib1
1Department of Electrical and Biomedical Engineering, University of Nevada, Reno (UNR).
Proceedings. IEEE International Symposium on Biomedical Imaging
|December 26, 2025
まとめ
腫瘍微小環境(TME)の正確な分節は困難です。新しい深層学習モデルであるLoGSAGE-Netは、がん研究と感度アッセイを改善するためにTME画像分節を改善します。
関連する概念動画
Imaging Biological Samples with Optical Microscopy
Optical microscopy uses optic principles to provide detailed images of samples. Antonie van Leeuwenhoek designed the first compound optical microscope in the 17th century to visualize blood cells, bacteria, and yeast cells. In 1830, Joseph Jackson Lister created an essentially modern light microscope. The 20th century saw the development of microscopes with enhanced magnification and resolution.
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
In optical microscopy, the specimen to be viewed is placed on a glass slide and clipped on the stage...
Immunofluorescence Microscopy
A fluorescence microscope uses fluorescent chromophores called fluorochromes, which can absorb energy from a light source and then emit this energy as visible light. Fluorochromes include naturally fluorescent substances (such as chlorophylls) and fluorescent stains that are added to the specimen to create contrast. Dyes such as Texas red and FITC are examples of fluorochromes. Other examples include the nucleic acid dyes 4’,6’-diamidino-2-phenylindole (DAPI), and acridine orange.
The...
The...


