Role of artificial intelligence in COVID-19 detection

A Gudigar, U Raghavendra, S Nayak, CP Ooi… - Sensors, 2021 - mdpi.com
The global pandemic of coronavirus disease (COVID-19) has caused millions of deaths and
affected the livelihood of many more people. Early and rapid detection of COVID-19 is a …

X‐ray equipped with artificial intelligence: changing the COVID‐19 diagnostic paradigm during the pandemic

M Ghaderzadeh, M Aria, F Asadi - BioMed Research …, 2021 - Wiley Online Library
Purpose. Due to the excessive use of raw materials in diagnostic tools and equipment
during the COVID‐19 pandemic, there is a dire need for cheaper and more effective …

Detecting Covid19 and pneumonia from chest X-ray images using deep convolutional neural networks

NS Kavya, N Veeranjaneyulu, DD Priya - Materials Today: Proceedings, 2022 - Elsevier
With the current COVID19 pandemic, we have to weigh human life, prosperity, and value,
while implicitly acknowledging that controlling case spread and mortality is a challenge …

The added effect of artificial intelligence on physicians' performance in detecting thoracic pathologies on CT and chest X-ray: A systematic review

D Li, LM Pehrson, CA Lauridsen, L Tøttrup, M Fraccaro… - Diagnostics, 2021 - mdpi.com
Our systematic review investigated the additional effect of artificial intelligence-based
devices on human observers when diagnosing and/or detecting thoracic pathologies using …

Management of covid-19 detection using artificial intelligence in 2020 pandemic

M Ghaderzadeh, M Aria - … of the 5th international conference on medical …, 2021 - dl.acm.org
Successful early detection of Covid-19 disease plays an important role in improving the
effectiveness of treatment and managing the pandemic. Various diagnostic methods for the …

COVID‐19 and Pneumonia Diagnosis in X‐Ray Images Using Convolutional Neural Networks

RH Abiyev, A Ismail - Mathematical Problems in Engineering, 2021 - Wiley Online Library
This paper proposes a Convolutional Neural Networks (CNN) based model for the diagnosis
of COVID‐19 and non‐COVID‐19 viral pneumonia diseases. These diseases affect and …

Artificial intelligence-based detection of pneumonia in chest radiographs

J Becker, JA Decker, C Römmele, M Kahn… - Diagnostics, 2022 - mdpi.com
Artificial intelligence is gaining increasing relevance in the field of radiology. This study
retrospectively evaluates how a commercially available deep learning algorithm can detect …

[HTML][HTML] Artificial intelligence for imaging-based COVID-19 detection: Systematic review comparing added value of AI versus human readers

C Kriza, V Amenta, A Zenié, D Panidis… - European Journal of …, 2021 - Elsevier
Purpose A growing number of studies have examined whether Artificial Intelligence (AI)
systems can support imaging-based diagnosis of COVID-19-caused pneumonia, including …

Evaluation of the clinical performance of an AI-based application for the automated analysis of chest X-rays

JH Niehoff, J Kalaitzidis, JR Kroeger, D Schoenbeck… - Scientific Reports, 2023 - nature.com
Abstract The AI-Rad Companion Chest X-ray (AI-Rad, Siemens Healthineers) is an artificial-
intelligence based application for the analysis of chest X-rays. The purpose of the present …

[HTML][HTML] Highlighting COVID-19: What the imaging exams show about the disease

LS de Carvalho, RT da Silva Júnior… - World Journal of …, 2021 - ncbi.nlm.nih.gov
Abstract Coronavirus disease 2019 (COVID-19), a global emergency, is caused by severe
acute respiratory syndrome coronavirus 2. The gold standard for its diagnosis is the reverse …