AIMC Topic: Immune System

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An immune-inspired swarm aggregation algorithm for self-healing swarm robotic systems.

Bio Systems May 10, 2016
Swarm robotics is concerned with the decentralised coordination of multiple robots having only limited communication and interaction abilities. Although fault tolerance and robustness to individual robot failures have often been used to justify the u...
Chemokines Models, Immunological Robotics Granuloma Immune System Macrophages Humans Computer Simulation Artificial Intelligence Animals Algorithms T-Lymphocytes
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Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches.

Computational and mathematical methods in medicine May 4, 2015
The present study evaluated the diagnostic accuracy of immune system algorithms with the aim of classifying the primary types of headache that are not related to any organic etiology. They are divided into four types: migraine, tension, cluster, and ...
Female Humans Headache Disorders, Primary Reproducibility of Results Artificial Intelligence Expert Systems Diagnosis, Computer-Assisted Male Immune System Algorithms Computational Biology Models, Neurological
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Immune centroids oversampling method for binary classification.

Computational intelligence and neuroscience Mar 5, 2015
To improve the classification performance of imbalanced learning, a novel oversampling method, immune centroids oversampling technique (ICOTE) based on an immune network, is proposed. ICOTE generates a set of immune centroids to broaden the decision ...
Area Under Curve Immune System Humans Artificial Intelligence Sampling Studies Algorithms Learning
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Systems Human Immunology and AI: Immune Setpoint and Immune Health.

Annual review of immunology Apr 1, 2025
The immune system, critical for human health and implicated in many diseases, defends against pathogens, monitors physiological stress, and maintains tissue and organismal homeostasis. It exhibits substantial variability both within and across indivi...
Humans Systems Biology Machine Learning Artificial Intelligence Disease Susceptibility Precision Medicine Immunity Immune System Animals
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Unlocking human immune system complexity through AI.

Nature methods Aug 1, 2024
Artificial Intelligence Immune System Humans
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[CHARACTERIZATION OF THE ADAPTIVE IMMUNE REPERTOIRE USING NEXT GENERATION SEQUENCING: RECENT DISCOVERIES IN THE FIELD OF PRIMARY IMMUNODEFICIENCY, AND THE UPCOMING FUTURE].

Harefuah Mar 1, 2024
A powerful adaptive immune system, which includes cellular (T lymphocytes) and humoral (B lymphocytes) immunity, depends on its ability to recognize and protect against millions of different foreign antigens. It does so through an enormous diverse ar...
High-Throughput Nucleotide Sequencing Immune System Artificial Intelligence Humans B-Lymphocytes
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Deepdefense: annotation of immune systems in prokaryotes using deep learning.

GigaScience Jan 2, 2024
BACKGROUND: Due to a constant evolutionary arms race, archaea and bacteria have evolved an abundance and diversity of immune responses to protect themselves against phages. Since the discovery and application of CRISPR-Cas adaptive immune systems, nu...
Immune System Molecular Sequence Annotation Archaea Prokaryotic Cells Deep Learning Bacteria Computational Biology Neural Networks, Computer Algorithms
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Pan-Tissue Aging Clock Genes That Have Intimate Connections with the Immune System and Age-Related Disease.

Rejuvenation research Oct 1, 2021
In our recent transcriptomic meta-analysis, we used random forest machine learning to accurately predict age in human blood, bone, brain, heart, and retina tissues given gene inputs. Although each tissue-specific model utilized a unique number of gen...
Aging Gene Expression Profiling Mice Immune System Machine Learning Animals Gene Ontology
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Elucidating the interaction dynamics between microswimmer body and immune system for medical microrobots.

Science robotics Jun 17, 2020
The structural design parameters of a medical microrobot, such as the morphology and surface chemistry, should aim to minimize any physical interactions with the cells of the immune system. However, the same surface-borne design parameters are also c...
Spleen Immune System Biomimetic Materials Magnetics Motion Biomimetics Microtechnology Hydrodynamics Animals Mice Immunotherapy Equipment Design Phagocytosis Cell Line Robotics Humans Cells, Cultured Macrophages
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Precision immunoprofiling to reveal diagnostic signatures for latent tuberculosis infection and reactivation risk stratification.

Integrative biology : quantitative biosciences from nano to macro Jan 1, 2019
Latent tuberculosis infection (LTBI) is estimated in nearly one quarter of the world's population, and of those immunocompetent and infected ~10% will proceed to active tuberculosis (TB). Current diagnostics cannot definitively identify LTBI and prov...
Machine Learning Algorithms Cytokines Female Aged Prospective Studies Biomarkers Humans Immune System Immunoassay Antigens Workflow Photons Mycobacterium tuberculosis Adult Latent Tuberculosis Risk Assessment Male Tuberculin Test Leukocytes, Mononuclear Middle Aged Diagnostic Tests, Routine Computational Biology Silicon Mass Screening
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