Discovering symptom patterns of COVID-19 patients using association rule mining

M Tandan, Y Acharya, S Pokharel… - Computers in biology and …, 2021 - Elsevier
Background The COVID-19 pandemic is a significant public health crisis that is hitting hard
on people's health, well-being, and freedom of movement, and affecting the global economy …

Identifying diseases symptoms and general rules using supervised and unsupervised machine learning

F Sogandi - Scientific Reports, 2024 - nature.com
The symptoms of diseases can vary among individuals and may remain undetected in the
early stages. Detecting these symptoms is crucial in the initial stage to effectively manage …

Connections between various disorders: combination pattern mining using apriori algorithm based on diagnosis information from electronic medical records

H Ma, J Ding, M Liu, Y Liu - BioMed Research International, 2022 - Wiley Online Library
Objective. Short‐term or long‐term connections between different diseases have not been
fully acknowledged. This study was aimed at exploring the network association pattern …

Research and Application of an Improved Sparrow Search Algorithm

L Hu, D Wang - Applied Sciences, 2024 - mdpi.com
Association rule mining utilizing metaheuristic algorithms is a prominent area of study in the
field of data mining. However, when working with extensive data, conventional metaheuristic …

Different co** patterns among us graduate and undergraduate students during COVID-19 pandemic: A machine learning approach

Y Zhao, Y Ding, Y Shen, S Failing, J Hwang - International Journal of …, 2022 - mdpi.com
COVID-19 caused unprecedented disruptions to regular university operations worldwide.
Dealing with 100% virtual classrooms and suspension of essential in-person activities …

[HTML][HTML] Discovering hidden associations among environmental disclosure themes using data mining approaches

E Acar, G Sarıyer, V Jain, B Ramtiyal - Sustainability, 2023 - mdpi.com
Environmental concerns play a crucial role in sustainability and public opinion on supply
chains. This is why, how, and to what extent the firms experience environmental-related …

Association rule mining for prediction of COVID-19

VK Rai, S Chakraborty… - … Making: Applications in …, 2023 - dmame-journal.org
COVID-19 is a raging pandemic that has created havoc with its impact ranging from loss of
millions of human lives to social and economic disruptions of the entire world. The …

Factors relating to decision delay in the emergency department: effects of diagnostic tests and consultations

MG Ataman, G Sariyer, C Saglam… - Open Access …, 2023 - Taylor & Francis
Purpose The purpose of this study is to investigate the factors increasing waiting time (WT)
and length of stay (LOS) in patients, which may cause delays in decision-making in the …

Gender difference in psychological, cognitive, and behavioral patterns among university students during COVID-19: A machine learning approach

Y Zhao, Y Ding, Y Shen, W Liu - Frontiers in Psychology, 2022 - frontiersin.org
The COVID-19 pandemic affects all population segments and is especially detrimental to
university students because social interaction is critical for a rewarding campus life and …

Association rules mining for hospital readmission: A case study

NH Miswan, IM Sulaiman, CS Chan, CG Ng - Mathematics, 2021 - mdpi.com
As an indicator of healthcare quality and performance, hospital readmission incurs major
costs for healthcare systems worldwide. Understanding the relationships between …