Parsimonious machine learning models to predict resource use in cardiac surgery across a statewide collaborativeCentral MessagePerspective by Arjun Verma, Yas Sanaiha, MD, Joseph Hadaya, MD, Anthony Jason Maltagliati, MD, Zachary Tran, MD, Ramin Ramezani, PhD, Richard J. Shemin, MD, Peyman Benharash, MD, Peyman Benharash, MD, FACS, Richard J. Shemin, MD, FACS, Nancy Satou, Tom Nguyen, MD, Carolyn Clary, Michael Madani, MD, FACS, Jill Higgins, Dawna Steltzner, Bob Kiaii, MD, FRCSC, FACS, J. Nilas Young, MD, FACS, Kathleen Behan, Heather Houston, Cindi Matsumoto, Jack C. Sun, MD, MS, FRCSC, Lisha Flavin, Patria Fopiano, Maricel Cabrera, Rakan Khaki, MPH, Polly Washabaugh, BS

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Preparation for Trans-apical Arterial Access and Perfusion is Essential for TAVR by Shemin, Richard, MD

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Use of digital health kits to reduce readmission after cardiac surgery by McElroy, Imani, BS, Sareh, Sohail, MS, Zhu, Allen, BS, Miranda, Gabrielle, Wu, Hoover, BS, Nguyen, Michelle, NP, Shemin, Richard, MD, Benharash, Peyman, MD

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Time Series Analysis of Variables Associated With Daily Mean Emergency Department Length of Stay by Rathlev, Niels K., MD, Chessare, John, MD, MPH, Olshaker, Jonathan, MD, Obendorfer, Dan, MBA, MIS, Mehta, Supriya D., PhD, MHS, Rothenhaus, Todd, MD, Crespo, Steven, MD, Magauran, Brendan, MD, MBA, Davidson, Kathy, MSN, MBA, Shemin, Richard, MD, Lewis, Keith, MD, Becker, James M., MD, Fisher, Linda, RN, Guy, Linda, RN, Cooper, Abbott, MBA, Litvak, Eugene, PhD

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Persistent income-based disparities in clinical outcomes of cardiac surgery across the United States: A contemporary appraisalCentral MessagePerspective by Sara Sakowitz, MS, MPH, Syed Shahyan Bakhtiyar, MD, MBE, Saad Mallick, MD, Arjun Verma, BS, Yas Sanaiha, MD, Richard Shemin, MD, Peyman Benharash, MD

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CHADS2 score predicts atrial fibrillation following cardiac surgery by Sareh, Sohail, MS, Toppen, William, BA, Mukdad, Laith, BA, Satou, Nancy, RN, Shemin, Richard, MD, Buch, Eric, MD, Benharash, Peyman, MD

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Use of preoperative aspirin in combined coronary and valve operations by Kashani, Rustin, BS, Bowles, Cayley, MS, Sareh, Sohail, MD, Toppen, William, MD, Ou, Ryan, BS, Shemin, Richard, MD, Benharash, Peyman, MD

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Transcatheter Mitral Valve Replacement in Native Mitral Valve Disease With Severe Mitral Annular Calcification by Guerrero, Mayra, MD, Dvir, Danny, MD, Himbert, Dominique, MD, Urena, Marina, MD, Eleid, Mackram, MD, Wang, Dee Dee, MD, Greenbaum, Adam, MD, Mahadevan, Vaikom S., MBBS, MD, Holzhey, David, MD, PhD, O’Hair, Daniel, MD, Dumonteil, Nicolas, MD, Rodés-Cabau, Josep, MD, Piazza, Nicolo, MD, Palma, Jose H., MD, PhD, DeLago, Augustin, MD, Ferrari, Enrico, MD, Witkowski, Adam, MD, PhD, Wendler, Olaf, MD, PhD, Kornowski, Ran, MD, Martinez-Clark, Pedro, MD, Ciaburri, Daniel, MD, Shemin, Richard, MD, Alnasser, Sami, MD, McAllister, David, DO, Bena, Martin, MD, Kerendi, Faraz, MD, Pavlides, Gregory, MD, Sobrinho, Jose J., MD, Attizzani, Guilherme F., MD, George, Isaac, MD, Nickenig, George, MD, Fassa, Amir-Ali, MD, Cribier, Alain, MD, Bapat, Vinnie, MD, Feldman, Ted, MD, Rihal, Charanjit, MD, Vahanian, Alec, MD, Webb, John, MD, O’Neill, William, MD

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ACCF/AHA/ASE/ASNC/HFSA/HRS/SCAI/SCCT/SCMR/STS 2013 Multimodality Appropriate Use Criteria for the Detection and Risk Assessment of Stable Ischemic Heart Disease by Wolk, Michael J., MD, MACC, Bailey, Steven R., MD, FACC, FSCAI, FAHA, Doherty, John U., MD, FACC, FAHA, Douglas, Pamela S., MD, MACC, FAHA, FASE, Hendel, Robert C., MD, FACC, FAHA, FASNC, Kramer, Christopher M., MD, FACC, FAHA, Min, James K., MD, FACC, Patel, Manesh R., MD, FACC, Rosenbaum, Lisa, MD, Shaw, Leslee J., PhD, FACC, FASNC, FAHA, Stainback, Raymond F., MD, FACC, FASE, Allen, Joseph M., MA, Brindis, Ralph G., MD, MPH, MACC, Kramer, Christopher M., MD, FACC, Cerqueira, Manuel D., MD, FACC, FASNC, Chen, Jersey, MD, FAHA, Dean, Larry S., MD, FACC, FAHA, FSCAI, Fazel, Reza, MD, FACC, Hundley, W. Gregory, MD, FACC, Itchhaporia, Dipti, MD, FACC, Kligfield, Paul, MD, FACC, FAHA, Lockwood, Richard, MD, Marine, Joseph Edward, MD, FACC, McCully, Robert Benjamin, MD, FACC, FASE, Messer, Joseph V., MD, MACC, O’Gara, Patrick T., MD, FACC, Shemin, Richard J., MD, FACC, Wann, L. Samuel, MD, MACC, Wong, John B., MD, Brown, Alan S., MD, FACC, Lindsay, Bruce D., MD, FACC, FHRS

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Predicting postoperative atrial fibrillation using CHA2 DS2 -VASc scores by Kashani, Rustin G., BS, Sareh, Sohail, MS, Genovese, Bradley, MD, Hershey, Christina, BS, Rezentes, Corrine, BS, Shemin, Richard, MD, Buch, Eric, MD, Benharash, Peyman, MD

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Defining value in cardiac surgery: A contemporary analysis of cost variation across the United StatesCentral MessagePerspective by Joseph Hadaya, MD, Yas Sanaiha, MD, Zachary Tran, MD, Richard J. Shemin, MD, Peyman Benharash, MD

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Left atrial appendage closure during cardiac surgery: Safe but underutilized in CaliforniaCentral MessagePerspective by Joseph Hadaya, MD, PhD, Roland Hernandez, MD, JD, MPH, Yas Sanaiha, MD, Beate Danielsen, PhD, Joseph Carey, MD, Richard J. Shemin, MD, Peyman Benharash, MD

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Influence of center surgical aortic valve volume on outcomes of transcatheter aortic valve replacementCentral MessagePerspective by Matthew Gandjian, MD, Arjun Verma, Zachary Tran, MD, Yas Sanaiha, MD, Peter Downey, MD, Richard J. Shemin, MD, Peyman Benharash, MD

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Staged versus concomitant transcatheter aortic valve replacement and percutaneous coronary intervention: A national analysisCentral MessagePerspective by Zachary Tran, MD, Joseph Hadaya, MD, Peter Downey, MD, Yas Sanaiha, MD, Arjun Verma, Richard J. Shemin, MD, Peyman Benharash, MD

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Left atrial thrombus mimicking myxoma in a patient with hereditary hemorrhagic telangiectasia: Diagnostic and therapeutic dilemmas by Shahandeh, Negeen, Shemin, Richard J., McWilliams, Justin P., Moriarty, John M., Prosper, Ashley E., Tobis, Jonathan M.

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Treating Aortic Stenosis and Mitral Regurgitation With 1 Transcatheter Heart Valve by Suh, William M., MD, Vorobiof, Gabriel, MD, Shemin, Richard J., MD, Kwon, Murray H., MD, Fusari, Melissa, MD, Tobis, Jonathan M., MD

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Manpower: What is the Future by Shemin, Richard J., MD, Fullerton, David A., MD, Mayer, John E., MD, Wright, Cameron D., MD, Ikonomidis, John S., MD

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Cardiac paraganglioma presenting as gestational hypertension by Dhanasopon, Andrew P., BS, Shemin, Richard J., MD, Yeh, Michael W., MD

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Reply by Lee, Michael S., MD, Kobashigawa, Jon, MD, Zimmer, Raymond, MD, Shemin, Richard, MD, Esmailian, Fardad, MD, Ardehali, Abbas, MD, Kwon, Murray, MD, Tobis, Jonathan, MD

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Revascularization for Unprotected Left Main Stem Coronary Artery Stenosis by Taggart, David P., MD (Hons), PhD, FRCS, Kaul, Sanjay, MD, FACC, Boden, William E., MD, FACC, Ferguson, T. Bruce, MD, FACC, Guyton, Robert A., MD, FACC, Mack, Michael J., MD, Sergeant, Paul T., MD, PhD, Shemin, Richard J., MD, FACC, Smith, Peter K., MD, FACC, Yusuf, Salim, DPhil, FRCPC, FRSC, FACC

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