A Review of Digital Innovations for Diet Monitoring and Precision Nutrition
Mortazavi, Bobak J., Gutierrez-Osuna, Ricardo
Published in Journal of Diabetes Science and Technology (01.01.2023)
Published in Journal of Diabetes Science and Technology (01.01.2023)
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Book Review
Journal Article
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study
Huang, Chenxi, Murugiah, Karthik, Mahajan, Shiwani, Li, Shu-Xia, Dhruva, Sanket S, Haimovich, Julian S, Wang, Yongfei, Schulz, Wade L, Testani, Jeffrey M, Wilson, Francis P, Mena, Carlos I, Masoudi, Frederick A, Rumsfeld, John S, Spertus, John A, Mortazavi, Bobak J, Krumholz, Harlan M
Published in PLoS medicine (27.11.2018)
Published in PLoS medicine (27.11.2018)
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Journal Article
Recommendations for Reporting Machine Learning Analyses in Clinical Research
Stevens, Laura M, Mortazavi, Bobak J, Deo, Rahul C, Curtis, Lesley, Kao, David P
Published in Circulation Cardiovascular quality and outcomes (01.10.2020)
Published in Circulation Cardiovascular quality and outcomes (01.10.2020)
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Journal Article
Association of Use of an Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump With In-Hospital Mortality and Major Bleeding Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock
Dhruva, Sanket S, Ross, Joseph S, Mortazavi, Bobak J, Hurley, Nathan C, Krumholz, Harlan M, Curtis, Jeptha P, Berkowitz, Alyssa, Masoudi, Frederick A, Messenger, John C, Parzynski, Craig S, Ngufor, Che, Girotra, Saket, Amin, Amit P, Shah, Nilay D, Desai, Nihar R
Published in JAMA : the journal of the American Medical Association (25.02.2020)
Published in JAMA : the journal of the American Medical Association (25.02.2020)
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Journal Article
Analysis of Machine Learning Techniques for Heart Failure Readmissions
Mortazavi, Bobak J, Downing, Nicholas S, Bucholz, Emily M, Dharmarajan, Kumar, Manhapra, Ajay, Li, Shu-Xia, Negahban, Sahand N, Krumholz, Harlan M
Published in Circulation Cardiovascular quality and outcomes (01.11.2016)
Published in Circulation Cardiovascular quality and outcomes (01.11.2016)
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Journal Article
Use of Machine Learning Models to Predict Death After Acute Myocardial Infarction
Khera, Rohan, Haimovich, Julian, Hurley, Nathan C, McNamara, Robert, Spertus, John A, Desai, Nihar, Rumsfeld, John S, Masoudi, Frederick A, Huang, Chenxi, Normand, Sharon-Lise, Mortazavi, Bobak J, Krumholz, Harlan M
Published in JAMA cardiology (01.06.2021)
Published in JAMA cardiology (01.06.2021)
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Journal Article
Machine Learning Prediction of Mortality and Hospitalization in Heart Failure With Preserved Ejection Fraction
Angraal, Suveen, Mortazavi, Bobak J., Gupta, Aakriti, Khera, Rohan, Ahmad, Tariq, Desai, Nihar R., Jacoby, Daniel L., Masoudi, Frederick A., Spertus, John A., Krumholz, Harlan M.
Published in JACC. Heart failure (01.01.2020)
Published in JACC. Heart failure (01.01.2020)
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Journal Article
Automated multilabel diagnosis on electrocardiographic images and signals
Sangha, Veer, Mortazavi, Bobak J., Haimovich, Adrian D., Ribeiro, Antônio H., Brandt, Cynthia A., Jacoby, Daniel L., Schulz, Wade L., Krumholz, Harlan M., Ribeiro, Antonio Luiz P., Khera, Rohan
Published in Nature communications (24.03.2022)
Published in Nature communications (24.03.2022)
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Journal Article
Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection
McPadden, Jacob, Warner, Frederick, Young, H Patrick, Hurley, Nathan C, Pulk, Rebecca A, Singh, Avinainder, Durant, Thomas J S, Gong, Guannan, Desai, Nihar, Haimovich, Adrian, Taylor, Richard Andrew, Gunel, Murat, Dela Cruz, Charles S, Farhadian, Shelli F, Siner, Jonathan, Villanueva, Merceditas, Churchwell, Keith, Hsiao, Allen, Torre, Jr, Charles J, Velazquez, Eric J, Herbst, Roy S, Iwasaki, Akiko, Ko, Albert I, Mortazavi, Bobak J, Krumholz, Harlan M, Schulz, Wade L
Published in PloS one (31.03.2021)
Published in PloS one (31.03.2021)
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Journal Article
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images
Sangha, Veer, Khunte, Akshay, Holste, Gregory, Mortazavi, Bobak J, Wang, Zhangyang, Oikonomou, Evangelos K, Khera, Rohan
Published in Journal of the American Medical Informatics Association : JAMIA (03.04.2024)
Published in Journal of the American Medical Informatics Association : JAMIA (03.04.2024)
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Journal Article
Timing of Blood Draws Among Patients Hospitalized in a Large Academic Medical Center
Caraballo, César, Mahajan, Shiwani, Murugiah, Karthik, Mortazavi, Bobak J, Lu, Yuan, Khera, Rohan, Krumholz, Harlan M
Published in JAMA : the journal of the American Medical Association (17.01.2023)
Published in JAMA : the journal of the American Medical Association (17.01.2023)
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Journal Article
Severe aortic stenosis detection by deep learning applied to echocardiography
Holste, Gregory, Oikonomou, Evangelos K, Mortazavi, Bobak J, Coppi, Andreas, Faridi, Kamil F, Miller, Edward J, Forrest, John K, McNamara, Robert L, Ohno-Machado, Lucila, Yuan, Neal, Gupta, Aakriti, Ouyang, David, Krumholz, Harlan M, Wang, Zhangyang, Khera, Rohan
Published in European heart journal (14.11.2023)
Published in European heart journal (14.11.2023)
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Journal Article
SOFA score performs worse than age for predicting mortality in patients with COVID-19
Sherak, Raphael A G, Sajjadi, Hoomaan, Khimani, Naveed, Tolchin, Benjamin, Jubanyik, Karen, Taylor, R Andrew, Schulz, Wade, Mortazavi, Bobak J, Haimovich, Adrian D
Published in PloS one (17.05.2024)
Published in PloS one (17.05.2024)
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Journal Article
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys
Liu, Yuntian, Herrin, Jeph, Huang, Chenxi, Khera, Rohan, Dhingra, Lovedeep Singh, Dong, Weilai, Mortazavi, Bobak J, Krumholz, Harlan M, Lu, Yuan
Published in Journal of the American Medical Informatics Association : JAMIA (19.04.2023)
Published in Journal of the American Medical Informatics Association : JAMIA (19.04.2023)
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Journal Article
The Rickettsia Endosymbiont of Ixodes pacificus Contains All the Genes of De Novo Folate Biosynthesis
Hunter, Daniel J, Torkelson, Jessica L, Bodnar, James, Mortazavi, Bobak, Laurent, Timothy, Deason, Jeff, Thephavongsa, Khanhkeo, Zhong, Jianmin
Published in PloS one (09.12.2015)
Published in PloS one (09.12.2015)
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Journal Article
The Use of Telehealth Technology to Support Health Coaching for Older Adults: Literature Review
Markert, Carl, Sasangohar, Farzan, Mortazavi, Bobak J, Fields, Sherecce
Published in JMIR human factors (29.01.2021)
Published in JMIR human factors (29.01.2021)
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Journal Article