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Mohammad H. Nadimi-Shahraki, Zahra Asghari Varzaneh, Hoda Zamani and Seyedali Mirjalili
Feature selection is an NP-hard problem to remove irrelevant and redundant features with no predictive information to increase the performance of machine learning algorithms. Many wrapper-based methods using metaheuristic algorithms have been proposed to...
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Lauren M. Paladino, Alexander Hughes, Alexander Perera, Oguzhan Topsakal and Tahir Cetin Akinci
Globally, over 17 million people annually die from cardiovascular diseases, with heart disease being the leading cause of mortality in the United States. The ever-increasing volume of data related to heart disease opens up possibilities for employing mac...
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Javier González-Ramírez, Gustavo Martínez-Coronilla, Laura Dayanara López-Rocha, Ana Gabriela Leija-Montoya, Adrián Hernández-Díazcouder, Zureya Fontes-Garcia, Marina Silva-Mancilla and Fausto Sánchez-Muñoz
By 2030, non-communicable diseases will have accounted for more than three-quarters of deaths worldwide. Cardiovascular diseases (CVDs) have been the leading cause of death worldwide for several years. Acute myocardial infarction (AMI) is a CVD character...
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Mukul Kumar, Deepika Kaushik, Jasjit Kaur, Charalampos Proestos, Fatih Oz, Emel Oz, Prerna Gupta, Priyanka Kundu, Anmol Kaur, Anisha Anisha and Ritika Ritika
Obesity is arising as a global pandemic throughout the world. Over the past few decades, obesity has tripled worldwide, creating an alarming situation. The majority of people nowadays are suffering from obesity and overweight. It affects health of people...
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Marin Bencevic, Irena Galic, Marija Habijan and Aleksandra Pi?urica
Epicardial and pericardial adipose tissues (EAT and PAT), which are located around the heart, have been linked to coronary atherosclerosis, cardiomyopathy, coronary artery disease, and other cardiovascular diseases. Additionally, the volume and thickness...
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