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Classification of blood pressure during sleep impacts designation of nocturnal nondipping.
Published in:
PLoS Digital Health, 2023, v. 1, n. 6, p. 1, doi. 10.1371/journal.pdig.0000267
By:
- Mortazavi, Bobak J.;
- Martinez-Brockman, Josefa L.;
- Tessier-Sherman, Baylah;
- Burg, Matthew;
- Miller, Mary;
- Nowroozilarki, Zhale;
- Adams, O. Peter;
- Maharaj, Rohan;
- Nazario, Cruz M.;
- Nunez, Maxine;
- Nunez-Smith, Marcella;
- Spatz, Erica S.
Publication type:
Article
Automated multilabel diagnosis on electrocardiographic images and signals.
Published in:
Nature Communications, 2022, v. 13, n. 1, p. 1, doi. 10.1038/s41467-022-29153-3
By:
- 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
Publication type:
Article
SOFA score performs worse than age for predicting mortality in patients with COVID-19.
Published in:
PLoS ONE, 2024, v. 19, n. 5, p. 1, doi. 10.1371/journal.pone.0301013
By:
- Sherak, Raphael A. G.;
- Sajjadi, Hoomaan;
- Khimani, Naveed;
- Tolchin, Benjamin;
- Jubanyik, Karen;
- Taylor, R. Andrew;
- Schulz, Wade;
- Mortazavi, Bobak J.;
- Haimovich, Adrian D.
Publication type:
Article
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices.
Published in:
NPJ Digital Medicine, 2023, v. 6, n. 1, p. 1, doi. 10.1038/s41746-023-00869-w
By:
- Khunte, Akshay;
- Sangha, Veer;
- Oikonomou, Evangelos K.;
- Dhingra, Lovedeep S.;
- Aminorroaya, Arya;
- Mortazavi, Bobak J.;
- Coppi, Andreas;
- Brandt, Cynthia A.;
- Krumholz, Harlan M.;
- Khera, Rohan
Publication type:
Article
Severe aortic stenosis detection by deep learning applied to echocardiography.
Published in:
European Heart Journal, 2023, v. 44, n. 43, p. 4592, doi. 10.1093/eurheartj/ehad456
By:
- 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
Publication type:
Article
Biometric contrastive learning for data-efficient deep learning from electrocardiographic images.
Published in:
Journal of the American Medical Informatics Association, 2024, v. 31, n. 4, p. 855, doi. 10.1093/jamia/ocae002
By:
- Sangha, Veer;
- Khunte, Akshay;
- Holste, Gregory;
- Mortazavi, Bobak J;
- Wang, Zhangyang;
- Oikonomou, Evangelos K;
- Khera, Rohan
Publication type:
Article
Nonexercise machine learning models for maximal oxygen uptake prediction in national population surveys.
Published in:
Journal of the American Medical Informatics Association, 2023, v. 30, n. 5, p. 943, doi. 10.1093/jamia/ocad035
By:
- Liu, Yuntian;
- Herrin, Jeph;
- Huang, Chenxi;
- Khera, Rohan;
- Dhingra, Lovedeep Singh;
- Dong, Weilai;
- Mortazavi, Bobak J;
- Krumholz, Harlan M;
- Lu, Yuan
Publication type:
Article
Temporal relationship of computed and structured diagnoses in electronic health record data.
Published in:
2021
By:
- Schulz, Wade L.;
- Young, H. Patrick;
- Coppi, Andreas;
- Mortazavi, Bobak J.;
- Lin, Zhenqiu;
- Jean, Raymond A.;
- Krumholz, Harlan M.
Publication type:
journal article
The National Institutes of Health funding for clinical research applying machine learning techniques in 2017.
Published in:
NPJ Digital Medicine, 2020, v. 3, n. 1, p. 1, doi. 10.1038/s41746-020-0223-9
By:
- Annapureddy, Amarnath R.;
- Angraal, Suveen;
- Caraballo, Cesar;
- Grimshaw, Alyssa;
- Huang, Chenxi;
- Mortazavi, Bobak J.;
- Krumholz, Harlan M.
Publication type:
Article
Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention.
Published in:
JAMA Network Open, 2019, v. 2, n. 11, p. e1916021, doi. 10.1001/jamanetworkopen.2019.16021
By:
- Huang, Chenxi;
- Li, Shu-Xia;
- Mahajan, Shiwani;
- Testani, Jeffrey M.;
- Wilson, Francis P.;
- Mena, Carlos I.;
- Masoudi, Frederick A.;
- Rumsfeld, John S.;
- Spertus, John A.;
- Mortazavi, Bobak J.;
- Krumholz, Harlan M.
Publication type:
Article
Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention.
Published in:
JAMA Network Open, 2019, v. 2, n. 7, p. e196835, doi. 10.1001/jamanetworkopen.2019.6835
By:
- Mortazavi, Bobak J.;
- Bucholz, Emily M.;
- Desai, Nihar R.;
- Huang, Chenxi;
- Curtis, Jeptha P.;
- Masoudi, Frederick A.;
- Shaw, Richard E.;
- Negahban, Sahand N.;
- Krumholz, Harlan M.
Publication type:
Article
Timing of Blood Draws Among Patients Hospitalized in a Large Academic Medical Center.
Published in:
JAMA: Journal of the American Medical Association, 2023, v. 329, n. 3, p. 255, doi. 10.1001/jama.2022.21509
By:
- Caraballo, César;
- Mahajan, Shiwani;
- Murugiah, Karthik;
- Mortazavi, Bobak J.;
- Lu, Yuan;
- Khera, Rohan;
- Krumholz, Harlan M.
Publication type:
Article
Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump for Cardiogenic Shock-Reply.
Published in:
2020
By:
- Dhruva, Sanket S.;
- Mortazavi, Bobak J.;
- Desai, Nihar R.
Publication type:
Letter to the Editor
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.
Published in:
2020
By:
- 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.
Publication type:
journal article
Use of Mechanical Circulatory Support Devices Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.
Published in:
JAMA Network Open, 2021, v. 4, n. 2, p. e2037748, doi. 10.1001/jamanetworkopen.2020.37748
By:
- Dhruva, Sanket S.;
- Ross, Joseph S.;
- Mortazavi, Bobak J.;
- Hurley, Nathan C.;
- Krumholz, Harlan M.;
- Curtis, Jeptha P.;
- Berkowitz, Alyssa P.;
- Masoudi, Frederick A.;
- Messenger, John C.;
- Parzynski, Craig S.;
- Ngufor, Che G.;
- Girotra, Saket;
- Amin, Amit P.;
- Shah, Nilay D.;
- Desai, Nihar R.
Publication type:
Article
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study.
Published in:
2018
By:
- 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.
Publication type:
journal article
A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations.
Published in:
NPJ Digital Medicine, 2022, v. 5, n. 1, p. 1, doi. 10.1038/s41746-022-00570-4
By:
- Khera, Rohan;
- Mortazavi, Bobak J.;
- Sangha, Veer;
- Warner, Frederick;
- Patrick Young, H.;
- Ross, Joseph S.;
- Shah, Nilay D.;
- Theel, Elitza S.;
- Jenkinson, William G.;
- Knepper, Camille;
- Wang, Karen;
- Peaper, David;
- Martinello, Richard A.;
- Brandt, Cynthia A.;
- Lin, Zhenqiu;
- Ko, Albert I.;
- Krumholz, Harlan M.;
- Pollock, Benjamin D.;
- Schulz, Wade L.
Publication type:
Article

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