AIMC Topic: Communicable Diseases

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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...
Humans Deep Learning Nanoparticles Bayes Theorem 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...
Software Communicable Diseases Electric Power Supplies Humans Artificial Intelligence
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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 Random Forest Humans Machine Learning
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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...
Humans Communicable Diseases Cell Differentiation Hyperspectral Imaging Deep Learning
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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...
Humans Algorithms Communicable Diseases Big Data Machine Learning Pandemics
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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 Communicable Diseases Deep Learning Herpes Zoster Chickenpox Incidence Child
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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 Humans Communicable Diseases Electronic Health Records 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...
Image Interpretation, Computer-Assisted Leukocytes Microscopy Deep Learning Computational Biology Humans Neural Networks, Computer Algorithms Communicable Diseases Artificial Intelligence
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Spatial Prediction of COVID-19 in China Based on Machine Learning Algorithms and Geographically Weighted Regression.

Computational and mathematical methods in medicine Oct 13, 2021
COVID-19 has swept through the world since December 2019 and caused a large number of patients and deaths. Spatial prediction on the spread of the epidemic is greatly important for disease control and management. In this study, we predicted the cumul...
Models, Statistical Least-Squares Analysis Climate Computational Biology Environmental Monitoring Geography Spatial Regression Epidemics Communicable Diseases Social Class COVID-19 Humans Reproducibility of Results Algorithms Machine Learning China SARS-CoV-2 Cities
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Comparison of machine learning algorithms applied to symptoms to determine infectious causes of death in children: national survey of 18,000 verbal autopsies in the Million Death Study in India.

BMC public health Oct 4, 2021
BACKGROUND: Machine learning (ML) algorithms have been successfully employed for prediction of outcomes in clinical research. In this study, we have explored the application of ML-based algorithms to predict cause of death (CoD) from verbal autopsy r...
Child India Humans Autopsy Communicable Diseases Cause of Death Machine Learning Infant Algorithms Child, Preschool
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