AIMC Topic: Communicable Diseases

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Leveraging artificial intelligence in the fight against infectious diseases.

Science (New York, N.Y.) Jul 13, 2023
Despite advances in molecular biology, genetics, computation, and medicinal chemistry, infectious disease remains an ominous threat to public health. Addressing the challenges posed by pathogen outbreaks, pandemics, and antimicrobial resistance will ...
Public Health Pandemics Communicable Disease Control Anti-Infective Agents Communicable Diseases Drug Discovery Humans Artificial Intelligence
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Modification of a Conventional Deep Learning Model to Classify Simulated Breathing Patterns: A Step toward Real-Time Monitoring of Patients with Respiratory Infectious Diseases.

Sensors (Basel, Switzerland) Jun 15, 2023
The emergence of the global coronavirus pandemic in 2019 (COVID-19 disease) created a need for remote methods to detect and continuously monitor patients with infectious respiratory diseases. Many different devices, including thermometers, pulse oxim...
COVID-19 Humans Communicable Diseases Neural Networks, Computer Deep Learning Respiration
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Utilization of Bioinorganic Nanodrugs and Nanomaterials for the Control of Infectious Diseases Using Deep Learning.

BioMed research international Apr 21, 2023
As one of the main causes of morbidity and mortality, viral infections have a major impact on the well-being and economics of every nation in the globe. The ability to predictably diagnose viral infections improves the provision of good healthcare as...
Bayes Theorem Deep Learning Nanoparticles Humans Neural Networks, Computer Communicable Diseases
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Potential Use of Artificial Intelligence in Infectious Disease: Take ChatGPT as an Example.

Annals of biomedical engineering Apr 19, 2023
Over the past month, a new AI model called Chatbot Generative Pre-trained Transformer (ChatGPT), has received enormous attention in the media and scientific communities due to its ability to process and respond to commands in a humanistic fashion. As...
Artificial Intelligence Software Humans Communicable Diseases Electric Power Supplies
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A hybrid intelligent model for early validation of infectious diseases: An explorative study of machine learning approaches.

Microscopy research and technique Jan 26, 2023
Literature reports several infectious diseases news validation approaches, but none is economically effective for collecting and classifying information on different infectious diseases. This work presents a hybrid machine-learning model that could p...
Communicable Diseases Computer Simulation Humans Machine Learning Random Forest
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Rapid Identification of Infectious Pathogens at the Single-Cell Level via Combining Hyperspectral Microscopic Images and Deep Learning.

Cells Jan 19, 2023
Identifying infectious pathogens quickly and accurately is significant for patients and doctors. Identifying single bacterial strains is significant in eliminating culture and speeding up diagnosis. We present an advanced optical method for the rapid...
Communicable Diseases Deep Learning Cell Differentiation Hyperspectral Imaging Humans
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Modern Machine-Learning Predictive Models for Diagnosing Infectious Diseases.

Computational and mathematical methods in medicine Jun 9, 2022
Controlling infectious diseases is a major health priority because they can spread and infect humans, thus evolving into epidemics or pandemics. Therefore, early detection of infectious diseases is a significant need, and many researchers have develo...
Communicable Diseases Pandemics Algorithms Big Data Humans Machine Learning
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A Deep Learning Approach to Estimate the Incidence of Infectious Disease Cases for Routinely Collected Ambulatory Records: The Example of Varicella-Zoster.

International journal of environmental research and public health May 13, 2022
The burden of infectious diseases is crucial for both epidemiological surveillance and prompt public health response. A variety of data, including textual sources, can be fruitfully exploited. Dealing with unstructured data necessitates the use of me...
Humans Chickenpox Communicable Diseases Child Herpes Zoster Deep Learning Incidence
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Deep learning model for multi-classification of infectious diseases from unstructured electronic medical records.

BMC medical informatics and decision making Feb 16, 2022
PURPOSE: Predictively diagnosing infectious diseases helps in providing better treatment and enhances the prevention and control of such diseases. This study uses actual data from a hospital. A multiple infectious disease diagnostic model (MIDDM) is ...
Deep Learning Bayes Theorem Communicable Diseases Electronic Health Records Humans Neural Networks, Computer
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Computational Intelligence Method for Detection of White Blood Cells Using Hybrid of Convolutional Deep Learning and SIFT.

Computational and mathematical methods in medicine Jan 12, 2022
Infection diseases are among the top global issues with negative impacts on health, economy, and society as a whole. One of the most effective ways to detect these diseases is done by analysing the microscopic images of blood cells. Artificial intell...
Communicable Diseases Humans Deep Learning Neural Networks, Computer Artificial Intelligence Microscopy Computational Biology Image Interpretation, Computer-Assisted Algorithms Leukocytes
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