AIMC Topic: Pandemics
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An artificial intelligence-based first-line defence against COVID-19: digitally screening citizens for risks via a chatbot.
Scientific reports
Nov 4, 2020
To combat the pandemic of the coronavirus disease 2019 (COVID-19), numerous governments have established phone hotlines to prescreen potential cases. These hotlines have struggled with the volume of callers, leading to wait times of hours or, even, a...
The study of automatic machine learning base on radiomics of non-focus area in the first chest CT of different clinical types of COVID-19 pneumonia.
Scientific reports
Nov 3, 2020
To explore the possibility of predicting the clinical types of Corona-Virus-Disease-2019 (COVID-19) pneumonia by analyzing the non-focus area of the lung in the first chest CT image of patients with COVID-19 by using automatic machine learning (Auto-...
The COVID-19 pandemic: How predictive analysis, artificial intelligence and GIS can be integrated into a clinical command system to improve disaster response and preparedness.
The American journal of emergency medicine
Nov 2, 2020
Prototype Development of an Expert System of Computerized Clinical Guidelines for COVID-19 Diagnosis and Management in Saudi Arabia.
International journal of environmental research and public health
Nov 2, 2020
The increasing number of COVID-19 patients has increased health care professionals' workloads, making the management of dynamic patient information in a timely and comprehensive manner difficult and sometimes impossible. Compounding this problem is a...
Machine learning prediction for mortality of patients diagnosed with COVID-19: a nationwide Korean cohort study.
Scientific reports
Oct 30, 2020
The rapid spread of COVID-19 has resulted in the shortage of medical resources, which necessitates accurate prognosis prediction to triage patients effectively. This study used the nationwide cohort of South Korea to develop a machine learning model ...
Measuring and Preventing COVID-19 Using the SIR Model and Machine Learning in Smart Health Care.
Journal of healthcare engineering
Oct 29, 2020
COVID-19 presents an urgent global challenge because of its contagious nature, frequently changing characteristics, and the lack of a vaccine or effective medicines. A model for measuring and preventing the continued spread of COVID-19 is urgently re...
Can AI help in the fight against COVID-19?
The Medical journal of Australia
Oct 28, 2020
Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing.
Journal of medical Internet research
Oct 28, 2020
BACKGROUND: Many factors involved in the onset and clinical course of the ongoing COVID-19 pandemic are still unknown. Although big data analytics and artificial intelligence are widely used in the realms of health and medicine, researchers are only ...
Natural Language Processing
Emergency Service, Hospital
Coronavirus Infections
Spain
Adult
Male
Middle Aged
Treatment Outcome
Betacoronavirus
Pneumonia, Viral
Prognosis
Retrospective Studies
Intensive Care Units
Electronic Health Records
Female
SARS-CoV-2
Hospitalization
Aged
Humans
Machine Learning
Pandemics
COVID-19
Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach.
PloS one
Oct 28, 2020
In this work we present a three-stage Machine Learning strategy to country-level risk classification based on countries that are reporting COVID-19 information. A K% binning discretisation (K = 25) is used to create four risk groups of countries base...
Machine Learning
Pandemics
COVID-19
Algorithms
Clinical Laboratory Techniques
Humans
Models, Theoretical
Forecasting
Betacoronavirus
Decision Trees
Classification
Support Vector Machine
SARS-CoV-2
Pneumonia, Viral
Coronavirus Infections
Reagent Kits, Diagnostic
Global Health
Disaster Planning
Risk Assessment
COVID-19 Testing
International Cooperation
Electrochemical SARS-CoV-2 Sensing at Point-of-Care and Artificial Intelligence for Intelligent COVID-19 Management.
ACS applied bio materials
Oct 27, 2020
To manage the COVID-19 pandemic, development of rapid, selective, sensitive diagnostic systems for early stage β-coronavirus severe acute respiratory syndrome (SARS-CoV-2) virus protein detection is emerging as a necessary response to generate the bi...
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