AIMC Topic: Communicable Diseases

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Artificial intelligence and machine learning assisted drug delivery for effective treatment of infectious diseases.

Advanced drug delivery reviews Aug 28, 2021
In the era of antimicrobial resistance, the prevalence of multidrug-resistant microorganisms that resist conventional antibiotic treatment has steadily increased. Thus, it is now unquestionable that infectious diseases are significant global burdens ...
Communicable Diseases Anti-Infective Agents Drug Delivery Systems Humans Artificial Intelligence
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The Infectious Disease Ontology in the age of COVID-19.

Journal of biomedical semantics Jul 18, 2021
BACKGROUND: Effective response to public health emergencies, such as we are now experiencing with COVID-19, requires data sharing across multiple disciplines and data systems. Ontologies offer a powerful data sharing tool, and this holds especially f...
Humans COVID-19 Epidemics Public Health Communicable Disease Control Communicable Diseases Information Dissemination SARS-CoV-2 Biological Ontologies Computational Biology Semantics Data Mining
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EagleEye: A Worldwide Disease-Related Topic Extraction System Using a Deep Learning Based Ranking Algorithm and Internet-Sourced Data.

Sensors (Basel, Switzerland) Jul 7, 2021
Due to the prevalence of globalization and the surge in people's traffic, diseases are spreading more rapidly than ever and the risks of sporadic contamination are becoming higher than before. Disease warnings continue to rely on censored data, but t...
Algorithms Communicable Diseases Disease Outbreaks Humans Internet Deep Learning Social Media
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Visual comprehension and orientation into the COVID-19 CIDO ontology.

Journal of biomedical informatics Jul 2, 2021
The current intensive research on potential remedies and vaccinations for COVID-19 would greatly benefit from an ontology of standardized COVID terms. The Coronavirus Infectious Disease Ontology (CIDO) is the largest among several COVID ontologies, a...
Communicable Diseases SARS-CoV-2 Biological Ontologies Comprehension Humans COVID-19
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Inaccuracies in Google's Health-Based Knowledge Panels Perpetuate Widespread Misconceptions Involving Infectious Disease Transmission.

The American journal of tropical medicine and hygiene Apr 26, 2021
Google health-based Knowledge Panels were designed to provide users with high-quality basic medical information on a specific condition. However, any errors contained within Knowledge Panels could result in the widespread distribution of inaccurate h...
Congo Communication Disease Outbreaks Search Engine Hemorrhagic Fever, Ebola Knowledge Bases Humans Communicable Diseases
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How does innovative technology impact nursing in infectious diseases and infection control? A scoping review.

Nursing open Mar 25, 2021
AIM: Considering the increasing number of emerging infectious diseases, innovative approaches are strongly in demand. Additionally, research in this field has expanded exponentially. Thus, faced with this diverse information, we aim to clarify key co...
Infection Control Communicable Diseases Technology Humans Artificial Intelligence
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Propagation source identification of infectious diseases with graph convolutional networks.

Journal of biomedical informatics Feb 25, 2021
Source identification in networks has drawn considerable interest to understand and control the infectious disease propagation processes. It is usually difficult to achieve both high accuracy and short error distance when we try to solve the problem....
Neural Networks, Computer Algorithms Communicable Diseases Humans
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Domain-Scan: Combinatorial Sero-Diagnosis of Infectious Diseases Using Machine Learning.

Frontiers in immunology Feb 10, 2021
The presence of pathogen-specific antibodies in an individual's blood-sample is used as an indication of previous exposure and infection to that specific pathogen (e.g., virus or bacterium). Measurement of the diagnostic antibodies is routinely achie...
DNA Barcoding, Taxonomic Base Sequence Peptide Fragments Polymerase Chain Reaction HIV Envelope Protein gp160 Genetic Vectors Serologic Tests Hepatitis C Antigens Epitopes Antigen-Antibody Reactions Hepatitis C Antibodies Communicable Diseases High-Throughput Nucleotide Sequencing HIV Antibodies Oligonucleotides HIV Core Protein p24 Humans DNA, Recombinant HIV Infections AIDS Serodiagnosis Amino Acid Sequence Hepatitis C Machine Learning Peptide Library
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Deep Learning for Imaging and Detection of Microorganisms.

Trends in microbiology Jan 30, 2021
Despite tremendous recent interest, the application of deep learning in microbiology has still not reached its full potential. To tackle the challenges faced by human-operated microscopy, deep-learning-based methods have been proposed for microscopic...
Communicable Diseases Deep Learning Microscopy Image Processing, Computer-Assisted Humans
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Source identification of infectious diseases in networks via label ranking.

PloS one Jan 14, 2021
BACKGROUND: Outbreaks of infectious diseases would cause great losses to the human society. Source identification in networks has drawn considerable interest in order to understand and control the infectious disease propagation processes. Unsatisfact...
Humans Supervised Machine Learning Algorithms Community Networks Communicable Diseases
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