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Machine Learning-Based Predictive Modeling of Factors Associated with Low HDL-C Levels: Insights from a Large-Scale Cohort Study Mansoori, Amin; Behkamal, Bahareh; Darroudi, Susan; Nateghi, Niloofar; Soflaei, Sara Saffar; Shahri, Bahram; Alimi, Hedieh; Esmaily, Habibollah; Ferns, Gordon A.; Ghayour-Mobarhan, Majid; Moohebati, Mohsen; Saberi, Mohammad Reza Share Save
Investigating the relationship between blood factors and HDL-C levels in the bloodstream using machine learning methods Ghiasi Hafezi, Somayeh; Hosseini, Marzieh; Panahi, Mahtab; Yousefabadi, Sahar Arab; Mansoori, Amin; Atighi, Iman; Ghamsary, Mark; Ferns, Gordon; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
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Predicting high sensitivity C-reactive protein levels and their associations in a large population using decision tree and linear regression (vol 14, 30298, 2024) Hafezi, Somayeh Ghiasi; Sahranavard, Toktam; Kooshki, Alireza; Hosseini, Marzieh; Mansoori, Amin; Fakhrian, Elham Amir; Rezaeifard, Helia; Ghamsary, Mark; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
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Predictive properties of novel anthropometric and biochemical indexes for prediction of cardiovascular risk Mansoori, Amin; Allahyari, Maryam; Mirvahabi, Mobina Sadat; Tanbakuchi, Davoud; Ghoflchi, Sahar; Derakhshan-Nezhad, Elahe; Azarian, Farnoosh; Ferns, Gordon; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
Predicting high sensitivity C-reactive protein levels and their associations in a large population using decision tree and linear regression Hafezi, Somayeh Ghiasi; Sahranavard, Toktam; Kooshki, Alireza; Hosseini, Marzieh; Mansoori, Amin; Fakhrian, Elham Amir; Rezaeifard, Helia; Ghamsary, Mark; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
Multivariate linear regression to predict association of non-invasive arterial stiffness with cardiovascular events Darroudi, Susan; Eslamiyeh, Mostafa; Mansoori, Amin; Nazar, Eisa; Alinezhad-Namaghi, Maryam; Rezvani, Reza; Ghayour-Mobarhan, Majid; Esmaily, Habibollah; Moohebati, Mohsen; Ferns, Gordon A.; Ghamsary, Mark Share Save
A novel index for diagnosis of type 2 diabetes mellitus: Cholesterol, High density lipoprotein, and Glucose (CHG) index Mansoori, Amin; Nosrati, Mina; Dorchin, Mohsen; Mohammadyari, Fatemeh; Derakhshan-Nezhad, Elahe; Ferns, Gordon; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
Comparison between statistical and machine learning methods to detect the hematological indices with the greatest influence on elevated serum levels of low-density lipoprotein cholesterol Hafezi, Somayeh Ghiasi; Behkamal, Bahareh; Rashidmayvan, Mohammad; Hosseini, Marzieh; Yadegari, Mehran; Ghoflchi, Sahar; Mansoori, Amin; Ghamsary, Mark; Ferns, Gordon; Saberi, Mohammad Reza; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
Association of high-sensitivity C-reactive protein and hematologic-inflammatory indices with risk of cardiovascular diseases: a population-based study with partial least squares structural equation modeling approach Hafezi, Somayeh Ghiasi; Ahari, Rana Kolahi; Saberi-Karimian, Maryam; Giski, Zahra Eslami; Mansoori, Amin; Ferns, Gordon A.; Ebrahimi, Mahmoud; Heidari-Bakavoli, Alireza; Moohebati, Mohsen; Yousefian, Sara; Farrokhzadeh, Farnaz; Esmaily, Habibollah; Ghayour-Mobarhan, Majid Share Save
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Serum Zinc and Copper Concentrations and Dyslipidemia as Risk Factors of Cardiovascular Disease in Adults: Data Mining Techniques Mansoori, Amin; Hafezi, Somayeh Ghiasi; Ansari, Arina; Yousefabadi, Sahar Arab; Ahari, Rana Kolahi; Darroudi, Susan; Eshaghnezhad, Mohammad; Ferns, Gordon; Ghayour-Mobarhan, Majid; Esmaily, Habibollah; Effati, Sohrab Share Save
Prediction of cardiovascular disease risk by serum zinc and copper concentrations and anthropometric measurements Rashidmayvan, Mohammad; Mansoori, Amin; Aghasizadeh, Malihe; Dianati, Maryam; Barati, Sama; Sahranavard, Toktam; Darroudi, Susan; Ahari, Rana Kolahi; Esmaily, Habibollah; Ferns, Gordon; Sarabi, Mohammad Reza Mohammadtaghizadeh; Faridni, Reyhaneh; Ghayour-Mobarhan, Majid; Moohebati, Mohsen Share Save
Association between biochemical and hematologic factors with COVID-19 using data mining methods Mansoori, Amin; Hosseini, Nafiseh; Ghazizadeh, Hamideh; Aghasizadeh, Malihe; Drroudi, Susan; Sahranavard, Toktam; Izadi, Hanie Salmani; Amiriani, Amirhossein; Farkhani, Ehsan Mosa; Ferns, Gordon A.; Ghayour-Mobarhan, Majid; Moohebati, Mohsen; Esmaily, Habibollah Share Save
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Development of Data Mining Algorithms for Identifying the Best Anthropometric Predictors for Cardiovascular Disease: MASHAD Cohort Study Mansoori, Amin; Hosseini, Zeinab Sadat; Ahari, Rana Kolahi; Poudineh, Mohadeseh; Rad, Elias Sadooghi; Zo, Mostafa Mahmoudi; Izadi, Faezeh Salmani; Hoseinpour, Mahdieh; Miralizadeh, Amirreza; Mashhadi, Yalda Alizadeh; Hormozi, Maryam; Firoozeh, Mohadeseh Taj; Hajhoseini, Omolbanin; Ferns, Gordon; Esmaily, Habibollah; Mobarhan, Majid Ghayour Share Save
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