Bobak J Mortazavi (Bobak Mortazavi)

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Left Ventricular

Convolutional Neural Network

St Segment Elevation Myocardial Infarction

Machine Learning

Top Venues

medRxiv : the preprint server for health sciences

Circulation. Arrhythmia and electrophysiology

IEEE open journal of engineering in medicine and biology

This page only lists publications with an associated author ORCID identifier.

Publications

Phyllis M Thangaraj, Sumukh Vasisht Shankar, Sicong Huang, Girish Nadkarni, Bobak J Mortazavi, Evangelos K Oikonomou, Rohan Khera
A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations. medRxiv : the preprint server for health sciences (2024)
Phyllis M Thangaraj, Sumukh Vasisht Shankar, Sicong Huang, Girish Nadkarni, Bobak J Mortazavi, Evangelos K Oikonomou, Rohan Khera
A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations. medRxiv : the preprint server for health sciences (2024)
Akshay Khunte, Veer Sangha, Evangelos K Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Andreas C Coppi, Sumukh Vasisht Shankar, Bobak J Mortazavi, Deepak L Bhatt, Harlan M Krumholz, Girish Nitin Nadkarni, Akhil Vaid, Rohan Khera
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care. medRxiv : the preprint server for health sciences (2024)
Kamil F Faridi, Emily L Ong, Sarah Zimmerman, Paul D Varosy, Daniel J Friedman, Jonathan C Hsu, Fred M Kusumoto, Bobak J Mortazavi, Karl E Minges, Lucy Pereira, Dhanunjaya R Lakkireddy, Christina Koutras, Beth Denton, Julie Mobayed, Jeptha P Curtis, James V Freeman
Predicting Major Adverse Events in Patients Undergoing Transcatheter Left Atrial Appendage Occlusion. Circulation. Arrhythmia and electrophysiology 17 (4) (2024)
Daichi Shimbo, Rashmee U Shah, Marwah Abdalla, Ritu Agarwal, Faraz S Ahmad, Gabriel Anaya, Itzhak Zachi Attia, Sheana Bull, Alexander R Chang, Yvonne Commodore-Mensah, Keith C Ferdinand, Kensaku Kawamoto, Rohan Khera, Jane A Leopold, James Luo, Sonya Makhni, Bobak J Mortazavi, Young S Oh, Lucia Clara Savage, Erica S Spatz, George S Stergiou, Mintu P Turakhia, Paul K Whelton, Clyde W Yancy, Erin Iturriaga
Transforming Hypertension Diagnosis and Management in The Era of Artificial Intelligence: A 2023 National Heart, Lung, and Blood Institute (NHLBI) Workshop Report. Hypertension (Dallas, Tex. : 1979) (2024)
Daichi Shimbo, Rashmee U Shah, Marwah Abdalla, Ritu Agarwal, Faraz S Ahmad, Gabriel Anaya, Itzhak Zachi Attia, Sheana Bull, Alexander R Chang, Yvonne Commodore-Mensah, Keith C Ferdinand, Kensaku Kawamoto, Rohan Khera, Jane A Leopold, James Luo, Sonya Makhni, Bobak J Mortazavi, Young S Oh, Lucia Clara Savage, Erica S Spatz, George S Stergiou, Mintu P Turakhia, Paul K Whelton, Clyde W Yancy, Erin Iturriaga
Transforming Hypertension Diagnosis and Management in The Era of Artificial Intelligence: A 2023 National Heart, Lung, and Blood Institute (NHLBI) Workshop Report. Hypertension (Dallas, Tex. : 1979) (2024)
Raphael A G Sherak, Hoomaan Sajjadi, Naveed Khimani, Benjamin David Tolchin, Karen Jubanyik, Richard Andrew Taylor, Wade Schulz, Bobak J Mortazavi, Adrian D Haimovich
SOFA score performs worse than age for predicting mortality in patients with COVID-19. PloS one 19 (5) (2024)
Phyllis M Thangaraj, Sumukh Vasisht Shankar, Sicong Huang, Girish Nadkarni, Bobak J Mortazavi, Evangelos K Oikonomou, Rohan Khera
A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations. medRxiv : the preprint server for health sciences (2024)
Phyllis M Thangaraj, Sumukh Vasisht Shankar, Sicong Huang, Girish Nadkarni, Bobak J Mortazavi, Evangelos K Oikonomou, Rohan Khera
A Novel Digital Twin Strategy to Examine the Implications of Randomized Control Trials for Real-World Populations. medRxiv : the preprint server for health sciences (2024)
Akshay Khunte, Veer Sangha, Evangelos K Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Andreas C Coppi, Sumukh Vasisht Shankar, Bobak J Mortazavi, Deepak L Bhatt, Harlan M Krumholz, Girish Nitin Nadkarni, Akhil Vaid, Rohan Khera
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care. medRxiv : the preprint server for health sciences (2024)
Kamil F Faridi, Emily L Ong, Sarah Zimmerman, Paul D Varosy, Daniel J Friedman, Jonathan C Hsu, Fred M Kusumoto, Bobak J Mortazavi, Karl E Minges, Lucy Pereira, Dhanunjaya R Lakkireddy, Christina Koutras, Beth Denton, Julie Mobayed, Jeptha P Curtis, James V Freeman
Predicting Major Adverse Events in Patients Undergoing Transcatheter Left Atrial Appendage Occlusion. Circulation. Arrhythmia and electrophysiology 17 (4) (2024)
Gregory Holste, Evangelos K Oikonomou, Bobak J Mortazavi, Zhangyang Wang, Rohan Khera
Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning. Communications medicine 4 (1) (2024)
Akshay Khunte, Veer Sangha, Evangelos K Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Andreas C Coppi, Sumukh Vasisht Shankar, Bobak J Mortazavi, Deepak L Bhatt, Harlan M Krumholz, Girish Nitin Nadkarni, Akhil Vaid, Rohan Khera
Automated Diagnostic Reports from Images of Electrocardiograms at the Point-of-Care. medRxiv : the preprint server for health sciences (2024)
Sicong Huang, Roozbeh Jafari, Bobak J Mortazavi
Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications. IEEE open journal of engineering in medicine and biology 5 (2024)
Kamil F Faridi, Emily L Ong, Sarah Zimmerman, Paul D Varosy, Daniel J Friedman, Jonathan C Hsu, Fred M Kusumoto, Bobak J Mortazavi, Karl E Minges, Lucy Pereira, Dhanunjaya R Lakkireddy, Christina Koutras, Beth Denton, Julie Mobayed, Jeptha P Curtis, James V Freeman
Predicting Major Adverse Events in Patients Undergoing Transcatheter Left Atrial Appendage Occlusion. Circulation. Arrhythmia and electrophysiology (2024)
Gregory Holste, Evangelos K Oikonomou, Bobak J Mortazavi, Zhangyang Wang, Rohan Khera
Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning. Communications medicine 4 (1) (2024)
Raphael A G Sherak, Hoomaan Sajjadi, Naveed Khimani, Benjamin David Tolchin, Karen Jubanyik, Richard Andrew Taylor, Wade Schulz, Bobak J Mortazavi, Adrian D Haimovich
SOFA score performs worse than age for predicting mortality in patients with COVID-19. PloS one 19 (5) (2024)
Daichi Shimbo, Rashmee U Shah, Marwah Abdalla, Ritu Agarwal, Faraz S Ahmad, Gabriel Anaya, Itzhak Zachi Attia, Sheana Bull, Alexander R Chang, Yvonne Commodore-Mensah, Keith C Ferdinand, Kensaku Kawamoto, Rohan Khera, Jane A Leopold, James Luo, Sonya Makhni, Bobak J Mortazavi, Young S Oh, Lucia Clara Savage, Erica S Spatz, George S Stergiou, Mintu P Turakhia, Paul K Whelton, Clyde W Yancy, Erin Iturriaga
Transforming Hypertension Diagnosis and Management in The Era of Artificial Intelligence: A 2023 National Heart, Lung, and Blood Institute (NHLBI) Workshop Report. Hypertension (Dallas, Tex. : 1979) (2024)
Sicong Huang, Roozbeh Jafari, Bobak J Mortazavi
Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications. IEEE open journal of engineering in medicine and biology 5 (2024)
Kamil F Faridi, Emily L Ong, Sarah Zimmerman, Paul D Varosy, Daniel J Friedman, Jonathan C Hsu, Fred M Kusumoto, Bobak J Mortazavi, Karl E Minges, Lucy Pereira, Dhanunjaya R Lakkireddy, Christina Koutras, Beth Denton, Julie Mobayed, Jeptha P Curtis, James V Freeman
Predicting Major Adverse Events in Patients Undergoing Transcatheter Left Atrial Appendage Occlusion. Circulation. Arrhythmia and electrophysiology 17 (4) (2024)
Gregory Holste, Evangelos K Oikonomou, Bobak J Mortazavi, Zhangyang Wang, Rohan Khera
Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning. Communications medicine 4 (1) (2024)
Lucy Chikwetu, Shaundra Daily, Bobak J Mortazavi, Jessilyn P Dunn
Automated Diet Capture Using Voice Alerts and Speech Recognition on Smartphones: Pilot Usability and Acceptability Study. JMIR formative research 7 (2023)
Lucy Chikwetu, Shaundra Daily, Bobak J Mortazavi, Jessilyn P Dunn
Automated Diet Capture Using Voice Alerts and Speech Recognition on Smartphones: Pilot Usability and Acceptability Study. JMIR formative research 7 (2023)
Bobak J Mortazavi, Josefa L Martinez-Brockman, Baylah Tessier-Sherman, Matthew Burg, Mary Miller, Zhale Nowroozilarki, O Peter Adams, Rohan Maharaj, Cruz M Nazario, Maxine Nunez, Marcella Nunez-Smith, Erica S Spatz
Classification of blood pressure during sleep impacts designation of nocturnal nondipping. PLOS digital health 2 (6) (2023)
Veer Sangha, Arash A Nargesi, Lovedeep Singh Dhingra, Akshay Khunte, Bobak J Mortazavi, Antonio Luiz P Ribeiro, Evgeniya Banina, Oluwaseun Adeola, Nadish Garg, Cynthia A Brandt, Robert J H Miller, Antonio Luiz Pinho Ribeiro, Eric J Velazquez, Luana Giatti, Sandhi Maria Barreto, Murilo Foppa, Neal Yuan, David Ouyang, Harlan M Krumholz, Rohan Khera
Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images. Circulation (2023)
Veer Sangha, Akshay Khunte, Gregory Holste, Bobak J Mortazavi, Zhangyang Wang, Evangelos K Oikonomou, Rohan Khera
Biometric Contrastive Learning for Data-Efficient Deep Learning from Electrocardiographic Images. medRxiv : the preprint server for health sciences (2023)
Daisy S Massey, George C Linderman, Shiwani Mahajan, Yuntian Liu, Chenxi Huang, Rohan Khera, Bobak J Mortazavi, Erica S Spatz, Harlan M Krumholz
Quantifying Blood Pressure Visit-to-Visit Variability in the Real-World Setting: A Retrospective Cohort Study. Circulation. Cardiovascular quality and outcomes (2023)
Nathan C Hurley, Sanket S Dhruva, Nihar R Desai, Joseph R Ross, Che G Ngufor, Frederick A Masoudi, Harlan M Krumholz, Bobak J Mortazavi
Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation. ACM transactions on computing for healthcare 4 (4) (2023)
Chenxi Huang, Karthik Murugiah, Xumin Li, Frederick A Masoudi, John C Messenger, Kim A Williams, Bobak J Mortazavi, Harlan M Krumholz
Effect of the New Glomerular Filtration Rate Estimation Equation on Risk Predicting Models for Acute Kidney Injury After Percutaneous Coronary Intervention. Circulation. Cardiovascular interventions (2023)
Akshay Khunte, Veer Sangha, Evangelos K Oikonomou, Lovedeep Singh Dhingra, Arya Aminorroaya, Bobak J Mortazavi, Andreas C Coppi, Cynthia A Brandt, Harlan M Krumholz, Rohan Khera
Detection of left ventricular systolic dysfunction from single-lead electrocardiography adapted for portable and wearable devices. NPJ digital medicine 6 (1) (2023)
Veer Sangha, Bobak J Mortazavi, Adrian D Haimovich, Antônio H Ribeiro, Cynthia A Brandt, Daniel L Jacoby, Wade L Schulz, Harlan M Krumholz, Antonio Luiz Pinho Ribeiro, Rohan Khera
Automated multilabel diagnosis on electrocardiographic images and signals. Nature communications 13 (1) (2022)
Jonathan Martinez, Kaan Sel, Bobak J Mortazavi, Roozbeh Jafari
Boosted-SpringDTW for Comprehensive Feature Extraction of PPG Signals. IEEE open journal of engineering in medicine and biology 3 (2022)
Rohan Khera, Bobak J Mortazavi, Veer Sangha, Frederick Warner, H Patrick Young, Joseph R Ross, Nilay D Shah, Elitza S Theel, William G Jenkinson, Camille Knepper, Karen Wang, David Peaper, Richard A Martinello, Cynthia A Brandt, Zhenqiu Lin, Albert I Ko, Harlan M Krumholz, Benjamin D Pollock, Wade L Schulz
Accuracy of Computable Phenotyping Approaches for SARS-CoV-2 Infection and COVID-19 Hospitalizations from the Electronic Health Record. medRxiv : the preprint server for health sciences (2021)
Jacob McPadden, Frederick Warner, H Patrick Young, Nathan C Hurley, Rebecca A Pulk, Avinainder Singh, Thomas J S Durant, Guannan Gong, Nihar R Desai, Adrian Haimovich, Richard Andrew Taylor, Murat Gunel, Charles S Dela Cruz, Shelli F Farhadian, Jonathan Siner, Merceditas Villanueva, Keith Churchwell, Allen L Hsiao, Charles J Torre, Eric J Velazquez, Roy S Herbst, Akiko Iwasak, Albert I Ko, Bobak J Mortazavi, Harlan M Krumholz, Wade L Schulz
Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection. PloS one 16 (3) (2021)
Bobak J Mortazavi, Ricardo Gutierrez-Osuna
A Review of Digital Innovations for Diet Monitoring and Precision Nutrition. Journal of diabetes science and technology (2021)
Carl Markert, Farzan Sasangohar, Bobak J Mortazavi, Sherecce A Fields
The Use of Telehealth Technology to Support Health Coaching for Older Adults: Literature Review. JMIR human factors 8 (1) (2021)
Chenxi Huang, Shu-Xia Li, Cesar Caraballo, Frederick A Masoudi, John S Rumsfeld, John A Spertus, Sharon-Lise T Normand, Bobak J Mortazavi, Harlan M Krumholz
Performance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning. Circulation. Cardiovascular quality and outcomes 14 (10) (2021)
Chenxi Huang, Karthik Murugiah, Shiwani Mahajan, Shu-Xia Li, Sanket S Dhruva, Julian S Haimovich, Yongfei Wang, Wade L Schulz, Jeffrey M Testani, Francis Perry Wilson, Carlos I Mena, Frederick A Masoudi, John S Rumsfeld, John A Spertus, Bobak J Mortazavi, Harlan M Krumholz
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study. PLoS medicine 15 (11) (2018)