AIMC Topic: Leukocytes

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[Detection of white blood cells in microscopic leucorrhea images based on deep active learning].

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi Jun 25, 2020
The number of white blood cells in the leucorrhea microscopic image can indicate the severity of vaginal inflammation. At present, the detection of white blood cells in leucorrhea mainly relies on manual microscopy by medical experts, which is time-c...
Neural Networks, Computer Algorithms Humans Microscopy Leukorrhea Vaginal Diseases Female Leukocytes
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Deep into Patient care: An automated deep learning approach for reshaping patient care in clinical setting.

Computer methods and programs in biomedicine Jan 1, 2019
Humans Neural Networks, Computer Computer Simulation Reproducibility of Results Deep Learning Software Algorithms Proportional Hazards Models Treatment Outcome Computer Systems Models, Statistical Genome-Wide Association Study Patient Care Leukocytes Programming Languages Medical Informatics
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Leukocyte recognition in human fecal samples using texture features.

Journal of the Optical Society of America. A, Optics, image science, and vision Nov 1, 2018
Unlike urine or blood samples with a single background, human fecal samples contain large amounts of food debris, amorphous particles, and undigested plant cells. It is difficult to segment such impurities when mixed with leukocytes. Cell degradation...
Cell Adhesion Cell Separation Humans Machine Learning Feces Leukocytes
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Automated cell type discovery and classification through knowledge transfer.

Bioinformatics (Oxford, England) Jun 1, 2017
MOTIVATION: Recent advances in mass cytometry allow simultaneous measurements of up to 50 markers at single-cell resolution. However, the high dimensionality of mass cytometry data introduces computational challenges for automated data analysis and h...
Leukocytes Cytophotometry Computational Biology Cluster Analysis Machine Learning Animals Humans Biomarkers Single-Cell Analysis Reproducibility of Results
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The effect of Intravenous Immunoglobulin (IVIG) on \textit{ex vivo} activation of human leukocytes.

Human antibodies Jan 1, 2016
INTRODUCTION: Intravenous immunoglobulin (IVIG) has been widely used to treat various conditions, including inflammatory and autoimmune diseases. IVIG has been shown to have a direct influence on neutrophils, eosinophils and lymphocytes. However, man...
Dose-Response Relationship, Immunologic Luminescent Measurements Leukocytes Healthy Volunteers Tetradecanoylphorbol Acetate Humans Immunoglobulins, Intravenous Lymphocyte Activation Primary Cell Culture Tumor Necrosis Factor-alpha Extracellular Traps
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Fast particle characterization using digital holography and neural networks.

Applied optics Jan 1, 2016
We propose using a neural network approach in conjunction with digital holographic microscopy in order to rapidly determine relevant parameters such as the core and shell diameter of coated, non-absorbing spheres. We do so without requiring a time-co...
Neural Networks, Computer Holography Computer Simulation Leukocytes
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Sequence based human leukocyte antigen gene prediction using informative physicochemical properties.

International journal of data mining and bioinformatics Jan 1, 2015
Prediction of different classes within the human leukocyte antigen (HLA) gene family can provide insight into the human immune system and its response to viral pathogens. Therefore, it is desirable to develop an efficient and easily interpretable met...
Molecular Sequence Data Sequence Analysis, Protein HLA-A Antigens Humans Data Mining Pattern Recognition, Automated Databases, Protein Leukocytes Algorithms Structure-Activity Relationship Amino Acid Sequence Support Vector Machine
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