AIMC Topic: Flow Cytometry
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What are the most relevant publications in Clinical Microbiology in the last two years?
Revista espanola de quimioterapia : publicacion oficial de la Sociedad Espanola de Quimioterapia
Nov 24, 2023
This minireview describes some of the articles published in the last two years related to innovative technologies including CRISPR-Cas, surface-enhanced Raman spectroscopy, microfluidics, flow cytometry, Fourier transform infrared spectroscopy, and a...
Interpretable unsupervised learning enables accurate clustering with high-throughput imaging flow cytometry.
Scientific reports
Nov 23, 2023
A primary challenge of high-throughput imaging flow cytometry (IFC) is to analyze the vast amount of imaging data, especially in applications where ground truth labels are unavailable or hard to obtain. We present an unsupervised deep embedding algor...
Label-Free CD34+ Cell Identification Using Deep Learning and Lens-Free Shadow Imaging Technology.
Biosensors
Nov 21, 2023
Accurate and efficient classification and quantification of CD34+ cells are essential for the diagnosis and monitoring of leukemia. Current methods, such as flow cytometry, are complex, time-consuming, and require specialized expertise and equipment....
CyGate Provides a Robust Solution for Automatic Gating of Single Cell Cytometry Data.
Analytical chemistry
Nov 9, 2023
To gain a better understanding of the complex human immune system, it is necessary to measure and interpret numerous cellular protein expressions at the single cell level. Mass cytometry is a relatively new technology that offers unprecedented inform...
Automated Deep Learning-Based Diagnosis and Molecular Characterization of Acute Myeloid Leukemia Using Flow Cytometry.
Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc
Nov 3, 2023
The current flow cytometric analysis of blood and bone marrow samples for diagnosis of acute myeloid leukemia (AML) relies heavily on manual intervention in the processing and analysis steps, introducing significant subjectivity into resulting diagno...
Advance of microfluidic flow cytometry enabling high-throughput characterization of single-cell electrical and structural properties.
Cytometry. Part A : the journal of the International Society for Analytical Cytology
Oct 10, 2023
This paper reported a micro flow cytometer capable of high-throughput characterization of single-cell electrical and structural features based on constrictional microchannels and deep neural networks. When single cells traveled through microchannels ...
Analysis of cortical cell polarity by imaging flow cytometry.
Journal of cellular biochemistry
Sep 18, 2023
Metastasis is the main cause of cancer-related death and therapies specifically targeting metastasis are highly needed. Cortical cell polarity (CCP) is a prometastatic property of circulating tumor cells affecting their ability to exit blood vessels ...
Deductive automated pollen classification in environmental samples via exploratory deep learning and imaging flow cytometry.
The New phytologist
Sep 7, 2023
Pollen and tracheophyte spores are ubiquitous environmental indicators at local and global scales. Palynology is typically performed manually by microscopic analysis; a specialised and time-consuming task limited in taxonomical precision and sampling...
Label-Free Intracellular Multi-Specificity in Yeast Cells by Phase-Contrast Tomographic Flow Cytometry.
Small methods
Sep 5, 2023
In-flow phase-contrast tomography provides a 3D refractive index of label-free cells in cytometry systems. Its major limitation, as with any quantitative phase imaging approach, is the lack of specificity compared to fluorescence microscopy, thus res...
Artificial intelligence to empower diagnosis of myelodysplastic syndromes by multiparametric flow cytometry.
Haematologica
Sep 1, 2023
The diagnosis of myelodysplastic syndromes (MDS) might be challenging and relies on the convergence of cytological, cytogenetic, and molecular factors. Multiparametric flow cytometry (MFC) helps diagnose MDS, especially when other features do not con...
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