We partner with our hospitals to analyze patient data, producing novel insights into disease progression, clinical risk, care pathways, and other critical research topics.
Selected Publications:
Racial and Echocardiographic Predictors of All-Cause Mortality in Patients with Moderate Tricuspid Regurgitation: a Single Center Study
2022 | Abstract | ACC 2022
Harish Ravipati, Maria Gabriela Gastanadui, Miguel Sotelo, Loren Wagner, Chris Rogers, and Efstathia Andrikopoulou
Echocardiographic and socioeconomic predictors of progression of moderate tricuspid regurgitation: a single center study
2022 | Abstract | ACC 2022
Maria Gabriela Gastanadui, Harish Ravipati, Miguel Sotelo, Chris Rogers, Loren Wagner, Efstathia Andrikopoulou
Tricuspid Regurgitation Disease Progression and Machine Learning-Based Cluster Analysis of Greater Than Moderate Tricuspid Regurgitation Reveals Distinct Population With Different Phenotypes and Clinical Outcomes
2022 | Abstract | ACC 2022
Shaefali Padiyar, Shizhen Liu, Miguel Sotelo, Chris Rogers, Loren Wagner, Pradeep K. Yadav, Vivek Rajagopal, Amy E. Simone, Vibhav S. Rangarajan, Peter Flueckiger, Vinod H. Thourani, and Mani A. Vannan
Machine learning analysis including social determinants of health for prediction of mortality following transcatheter aortic valve implantations: a single center experience
2021 | Abstract | EuroEcho 2021
Graham Husband, Alex D’amico, Usman Hasnie, Neha Batra, Steven Cochrun, Anna Gann, Evan Li, Diep Nguyen, Alan Philip George, Miguel Sotelo, Chris Rogers, Mustafa Ahmed, Efstathia Andrikopoulou
Clinical Predictors of Mortality and Heart Failure Hospitalization in Patients with Severe Tricuspid Regurgitation
2021 | Abstract | TCT 2021
Kris Kumar, Timothy Byrne, Timothy Simpson, Ashraf Samhan, Loren Wagner, Miguel Sotelo, Chris Rogers, Scott M. Chadderdon, Howard K. Song MD, Harsh Golwala, Firas Zahr
Machine Learning Analysis of Progression From Moderate to Severe Tricuspid Regurgitation
2021 | Abstract | AHA 2021
Olivia Hudson, Maria Gabriela Gastanadui, Miguel Sotelo, Loren Wagner, Chris Rogers, Andrikopoulou Efstathia
Clinical Predictors of Mortality in Patients with Moderate to Severe Mitral Regurgitation
October 2021 | Manuscript | American Journal of Medicine 2021
Timothy F Simpson, Kris Kumar, Ashraf Samhan, Omar Khan, Kathleen Khan, Kathleen Strehler, Sarah Fishbein, Loren Wagner, Miguel Sotelo, Scott Chadderdon, Harsh Golwala, Firas Zahr
Enhanced Detection of Heart Valve Disease Using Integrated Artificial Intelligence at Scale
June 2021 | Abstract/Manuscript | Annals of Thoracic Surgery 2021
Daniel P. O’Hair, Hemal Gada, Miguel Sotelo, Loren Wagner, Cara Brigman, Logan Brigman, Chris Rogers, Navjot S. Kohli
Machine Learning-Based Cluster Analysis of Patients With Significant Tricuspid Regurgitation Reveals Distinct Population With Different Phenotypes and Clinical Outcomes
June 2021 | Manuscript | Annals of Thoracic Surgery 2021
Bliss Uribe, Shizhen Liu, Arati Gurung, Pradeep Yadav, Vivek Rajagopal, Amy Simone, Miguel Sotelo, Loren Wagner, Chris Rogers, Vibhav S Rangarajan, Peter Flueckiger, Mani Vannan
Development of a Machine Learning Algorithm for Predicting Inpatient Mortality in COVID-19 Patients
June 2021 | Abstract | ASE 2021
Usman Hasnie, Ammar Hasnie, Anna Gann, Marquis Griffin, Olivia Hudson, Karan Sarode, Bo Wang, Jacob Roemen, Loren Wagner, Miguel Sotelo, Chris Rogers, Efstathia Andrikopoulou
Machine Learning Tools to Predict Progression of Moderate Mitral Regurgitation
June 2021 | Abstract | ASE 2021
Bo Wang, Olivia Hudson, Alan Philip-George, Miguel Sotelo, Loren Wagner, Chris Rogers, Efstathia Andrikopoulou
Clinical Predictors of Mortality in Patients with Severe Tricuspid Regurgitation
May 2021 | Abstract | ACC 2021
Kris Kumar, Timothy Simpson, Ashraf Samhan, Katie Murphy, Omar Khan, Loren Wagner, Miguel Sotelo, Scott Chadderdon, Howard Song, Harsh Golwala, and Firas Zahr
Increased Risk Of Clinical Outcomes In Moderate Aortic Stenosis Patients
May 2021 | Abstract | ACC 2021
Hemal Gada, Amit Vora, Basel Ramlawi, Miguel Sotelo, Loren Wagner, Chris Rogers, Logan Brigman, Daniel O'Hair, and Kohli Navjot
Moderate/Severe Mitral Regurgitation And Tricuspid Regurgitation Associated With Increased Mortality In Hospitalized Patients With Covid-19
May 2021 | Abstract | ACC 2021
Usman Hasnie, Ammar Hasnie, Anna Gann, Marquis Griffin, Olivia Hudson, Karan Sarode, Bo Wang, Miguel Sotelo, Loren Wagner, Chris Rogers, Logan Brigman, Daniel O'Hair, Navjot Kohli, and Efstathia Andrikopoulou
Detecting Mitral Regurgitation And Tracking Care Path Compliance Using A Novel Digital Platform
May 2021 | Abstract | ACC 2021
Daniel O'Hair, Janet Kimmel, Moly Ware, Miguel Sotelo, Loren Wagner, Chris Rogers, Logan Brigman, and Navjot Kohli
Clinical And Echocardiographic Predictors Of Aortic Stenosis Disease Progression And Clinical Outcomes In Patients With Moderate Aortic Stenosis
Mar 2020 | Abstract | ACC 2020
Hemal Gada, Amit Vora, Basel Ramlawi, Daniel O'Hair, Miguel Sotelo, Chris Rogers, Loren Wagner, Logan Brigman, and Navjot Kohli
Comparison of Patient and Clinical Factors Within Echocardiogram Reports to Predict Disparity in Care of Patients With Severe Aortic Stenosis
Oct 2019 | Abstract | TCT 2019
Hemal Gada, Amit Vora, Daniel O'Hair, Cara Brigman, Loren Wagner, Chris Rogers, Logan Brigman, and Navjot Kohli
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