Artificial intelligence for diagnosis of mild–moderate COVID-19 using haematological markers
Objective The persistent spread of SARS-CoV-2 makes diagnosis challenging because
COVID-19 symptoms are hard to differentiate from those of other respiratory illnesses. The …
COVID-19 symptoms are hard to differentiate from those of other respiratory illnesses. The …
A dynamic large-scale multiple attribute group decision-making method with probabilistic linguistic term sets based on trust relationship and opinion correlation
Dynamic large-scale multiple attribute group decision making (DLMAGDM) is ubiquitous in
many areas of the real world. It is composed of large numbers of decision makers, several …
many areas of the real world. It is composed of large numbers of decision makers, several …
[HTML][HTML] Mast Cells and Basophils in Major Viral Diseases: What Are the Correlations with SARS-CoV-2, Influenza A Viruses, HIV, and Dengue?
L Gammeri, S Sanfilippo, C Alessandrello, S Gangemi… - Cells, 2024 - mdpi.com
The SARS-CoV-2 pandemic has significantly impacted global health and has led the
population and the scientific community to live in fear of a future pandemic. Based on viral …
population and the scientific community to live in fear of a future pandemic. Based on viral …
[HTML][HTML] COVID-19 diagnosis using clinical markers and multiple explainable artificial intelligence approaches: a case study from Ecuador
The COVID-19 pandemic erupted at the beginning of 2020 and proved fatal, causing many
casualties worldwide. Immediate and precise screening of affected patients is critical for …
casualties worldwide. Immediate and precise screening of affected patients is critical for …
[HTML][HTML] Emerging technologies for the management of COVID19: a review
The outbreak of COVID19 has put a halt on life over the globe. For a while, everything was
stopped except the spread of disease and mortality rate. This has become the greatest …
stopped except the spread of disease and mortality rate. This has become the greatest …
Construction and effectiveness evaluation of a knowledge-based infectious disease monitoring and decision support system
M Wang, M Jia, Z Wei, W Wang, Y Shang, H Ji - Scientific Reports, 2023 - nature.com
To improve the hospital's ability to proactively detect infectious diseases, a knowledge-
based infectious disease monitoring and decision support system was established based on …
based infectious disease monitoring and decision support system was established based on …
Use of machine learning and routine laboratory tests for diabetes mellitus screening
Most patients with diabetes mellitus are asymptomatic, which leads to delayed and more
complex treatment. At the same time, most individuals are routinely subjected to standard …
complex treatment. At the same time, most individuals are routinely subjected to standard …
Supporting clinical COVID-19 diagnosis with routine blood tests using tree-based entropy structured self-organizing maps
V Sargiani, AA De Souza, DC De Almeida… - Applied Sciences, 2022 - mdpi.com
Featured Application A new algorithm that uses self-organizing maps and entropy calculus
to generate a tree structure based on XAI software principles. Abstract Data classification is …
to generate a tree structure based on XAI software principles. Abstract Data classification is …
How to diagnose COVID-19 in family practice? Usability of complete blood count as a COVID-19 diagnostic tool: a cross-sectional study in Turkey
M Bayraktar, E Tekin, MN Kocak - BMJ open, 2023 - bmjopen.bmj.com
Objective COVID-19 is currently diagnosed in hospital settings. An easy and practical
diagnosis of COVID-19 is needed in primary care. For this purpose, the usability of complete …
diagnosis of COVID-19 is needed in primary care. For this purpose, the usability of complete …
An Explainable Decision Support Framework for Differential Diagnosis between Mild COVID-19 and Other Similar Influenzas
It is tough to clinically differentiate between mild COVID-19 and other similar influenzas due
to their comparable transmission traits and symptoms. The Real-time reverse transcriptase …
to their comparable transmission traits and symptoms. The Real-time reverse transcriptase …