Publications by authors named "Kaixin Lei"
Luminescent materials provide a unique method for biological imaging. Luminescent probes can label molecules of interest and present luminescent signals. Bioluminescence bioimaging has shown great efficacy in environmental, live cell and animal studies.
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- Automating the segmentation of nasopharyngeal carcinoma (NPC) improves treatment processes, but challenges arise from the lack of large annotated datasets.
- The study leverages self-supervised learning combined with a saliency transformation module using unlabeled dual-sequence MRI to enhance segmentation accuracy, achieving a Dice similarity coefficient of 0.77 with a limited number of labeled cases.
- This method not only reduces the annotation workload for oncologists, making the process more efficient and objective, but also ensures reliable identification of NPC.
Glycoproteins, representing a significant proportion of posttranslational products, play pivotal roles in various biological processes, such as signal transduction and immune response. Abnormal glycosylation may lead to structural and functional changes of glycoprotein, which is closely related to the occurrence and development of various diseases. Consequently, exploring protein glycosylation can shed light on the mechanisms behind disease manifestation and pave the way for innovative diagnostic and therapeutic strategies.
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