Cytometry. Part A : the journal of the International Society for Analytical Cytology
Aug 29, 2023
The analysis of large amounts of data is important for the development of machine learning (ML) models. flowSim is the first algorithm designed to visualize, detect and remove highly redundant information in flow cytometry (FCM) training sets to decr...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Mar 31, 2023
Essential thrombocythemia (ET) is an uncommon situation in which the body produces too many platelets. This can cause blood clots anywhere in the body and results in various symptoms and even strokes or heart attacks. Removing excessive platelets usi...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Mar 7, 2023
Current analysis techniques available for migration assays only provide quantitative measurements for overall migration. However, the potential of regional migration analyses can open further insight into migration patterns and more avenues of experi...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Dec 27, 2022
Technologies for single-cell profiling of the immune system have enabled researchers to extract rich interconnected networks of cellular abundance, phenotypical and functional cellular parameters. These studies can power machine learning approaches t...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Nov 23, 2022
In intracytoplasmic sperm injection (ICSI), a single sperm cell is selected and injected into an egg. The quality of the chosen sperm and specifically its DNA fragmentation have a significant effect on the fertilization success rate. However, there i...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Nov 4, 2022
Recent development of imaging flow cytometry (IFC) has enabled the measurements of single cells with high throughput, where fluorescent labels provide specificity for cellular diagnosis. The fluorescent labels may disturb the cell functions, and the ...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Oct 29, 2022
Deep learning has been used to classify the while blood cells in peripheral blood smears. However, the classification of developing neutrophils is rarely studied. Moreover, it is still unknown whether deep learning can work well on the data coming fr...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Oct 21, 2022
The five-part differential of leukocytes plays key roles in the diagnosis of a variety of diseases and is realized by optical examinations of single cells, which is prone to various artifacts due to chemical treatments. The classification of leukocyt...
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Sep 7, 2022
Cervical cancer is a high-risk disease that threatens women's health globally. In this study, we developed the multi-modal static cytometry that adopted different features to classify the typical human cervical epithelial cells (H8) and cervical canc...