Cargando…

Label‐Free Identification of White Blood Cells Using Machine Learning

White blood cell (WBC) differential counting is an established clinical routine to assess patient immune system status. Fluorescent markers and a flow cytometer are required for the current state‐of‐the‐art method for determining WBC differential counts. However, this process requires several sample...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nassar, Mariam, Doan, Minh, Filby, Andrew, Wolkenhauer, Olaf, Fogg, Darin K., Piasecka, Justyna, Thornton, Catherine A., Carpenter, Anne E., Summers, Huw D., Rees, Paul, Hennig, Holger
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	John Wiley & Sons, Inc. 2019
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767740/ https://www.ncbi.nlm.nih.gov/pubmed/31081599 http://dx.doi.org/10.1002/cyto.a.23794

Ejemplares similares

Label‐Free Leukemia Monitoring by Computer Vision
por: Doan, Minh, et al.
Publicado: (2020)

Label-free cell cycle analysis for high-throughput imaging flow cytometry
por: Blasi, Thomas, et al.
Publicado: (2016)

Diffusion Mapping of Eosinophil‐Activation State
por: Piasecka, Justyna, et al.
Publicado: (2019)

An open-source solution for advanced imaging flow cytometry data analysis using machine learning
por: Hennig, Holger, et al.
Publicado: (2017)

Data Driven Cell Cycle Model to Quantify the Efficacy of Cancer Therapeutics Targeting Specific Cell-Cycle Phases From Flow Cytometry Results
por: James, David W., et al.
Publicado: (2021)

Inter-laboratory automation of the in vitro micronucleus assay using imaging flow cytometry and deep learning
por: Wills, John W., et al.
Publicado: (2021)

Practical machine learning for disease diagnosis
por: Summers, Huw D.
Publicado: (2021)

Objective assessment of stored blood quality by deep learning
por: Doan, Minh, et al.
Publicado: (2020)

Determining jumping performance from a single body-worn accelerometer using machine learning
por: White, Mark G. E., et al.
Publicado: (2022)

A systematic survey of centrality measures for protein-protein interaction networks
por: Ashtiani, Minoo, et al.
Publicado: (2018)

Label-free cell segmentation of diverse lymphoid tissues in 2D and 3D
por: Wills, John W., et al.
Publicado: (2023)

Enzyme assays with supramolecular chemosensors – the label-free approach
por: Nilam, Mohamed, et al.
Publicado: (2022)

Spatial statistics is a comprehensive tool for quantifying cell neighbor relationships and biological processes via tissue image analysis
por: Summers, Huw D., et al.
Publicado: (2022)

The role of theory and modeling in medical research
por: Wolkenhauer, Olaf
Publicado: (2013)

Why model?
por: Wolkenhauer, Olaf
Publicado: (2014)

Pushing limits by embracing complexity
por: Wolkenhauer, Olaf
Publicado: (2014)

Identification and epidemiological characterization of Type-2 diabetes sub-population using an unsupervised machine learning approach
por: Bej, Saptarshi, et al.
Publicado: (2022)

Protein-Corona-by-Design in 2D: A Reliable Platform to Decode Bio–Nano Interactions for the Next-Generation Quality-by-Design Nanomedicines
por: Mei, Kuo-Ching, et al.
Publicado: (2018)

Integrative modelling of pH-dependent enzyme activity and transcriptomic regulation of the acetone–butanol–ethanol fermentation of Clostridium acetobutylicum in continuous culture
por: Millat, Thomas, et al.
Publicado: (2013)

Poisson‐event‐based analysis of cell proliferation
por: Summers, Huw D., et al.
Publicado: (2015)

Stochastic Approaches for Systems Biology
por: Ullah, Mukhtar, et al.
Publicado: (2011)

Reconstructing cell cycle and disease progression using deep learning
por: Eulenberg, Philipp, et al.
Publicado: (2017)

Systems approach to the study of brain damage in the very preterm newborn
por: Leviton, Alan, et al.
Publicado: (2015)

Label-Free Imaging and Optical Characterization of Tissues Based on Autofluorescence
por: Bhattacharjee, Sourav, et al.
Publicado: (2018)

Modeling the Calvin-Benson cycle
por: Jablonsky, Jiri, et al.
Publicado: (2011)

An algorithm to detect and communicate the differences in computational models describing biological systems
por: Scharm, Martin, et al.
Publicado: (2016)

Combining computational models, semantic annotations and simulation experiments in a graph database
por: Henkel, Ron, et al.
Publicado: (2015)

Understanding microRNA-mediated gene regulatory networks through mathematical modelling
por: Lai, Xin, et al.
Publicado: (2016)

The Origin and the Development of the “White Label” Mouse Strain
por: Kreyberg, L.
Publicado: (1952)

The origin of heterogeneous nanoparticle uptake by cells
por: Rees, Paul, et al.
Publicado: (2019)

Empirical comparison of genotoxic potency estimations: the in vitro DNA-damage ToxTracker endpoints versus the in vivo micronucleus assay
por: Wills, John W, et al.
Publicado: (2021)

TGF-ß1 Induces Changes in the Energy Metabolism of White Adipose Tissue-Derived Human Adult Mesenchymal Stem/Stromal Cells In Vitro
por: Hahn, Olga, et al.
Publicado: (2020)

Label‐Free Fluorescent Kinase and Phosphatase Enzyme Assays with Supramolecular Host‐Dye Pairs
por: Liu, Yan‐Cen, et al.
Publicado: (2019)

Label-free macrophage phenotype classification using machine learning methods
por: Hourani, Tetiana, et al.
Publicado: (2023)

Mathematical analysis of the influence of brain metabolism on the BOLD signal in Alzheimer’s disease
por: Winter, Felix, et al.
Publicado: (2017)

Design of experiment (DoE)-driven in vitro and in vivo uptake studies of exosomes for pancreatic cancer delivery enabled by copper-free click chemistry-based labelling
por: Xu, Lizhou, et al.
Publicado: (2020)

Activity Mapping of Children in Play Using Multivariate Analysis of Movement Events
por: ROCHA, JOANA N., et al.
Publicado: (2020)

Development and Bioanalytical Applications of a White Light Reflectance Spectroscopy Label-Free Sensing Platform
por: Koukouvinos, Georgios, et al.
Publicado: (2017)

Label-Free White Blood Cell Classification Using Refractive Index Tomography and Deep Learning
por: Ryu, DongHun, et al.
Publicado: (2021)

The Curse of Normalization
por: Wolkenhauer, Olaf, et al.
Publicado: (2002)

Cannot write session to /tmp/vufind_sessions/sess_6f0ju98mp9pl9puh4555rm1nuf