Near Real-time Natural Language Processing for the Extraction of Abdominal Aortic Aneurysm Diagnoses From Radiology Reports: Algorithm Development and Validation Study by Simon Gaviria-Valencia, Sean P Murphy, Vinod C Kaggal, Robert D McBane II, Thom W Rooke, Rajeev Chaudhry, Mateo Alzate-Aguirre, Adelaide M Arruda-Olson

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Prevalence, sex differences, and implications of pulmonary hypertension in patients with apical hypertrophic cardiomyopathy by Vidhu Anand, Megan K. Covington, Ushasi Saraswati, Christopher G. Scott, Alexander T. Lee, Robert P. Frantz, Nandan S. Anavekar, Jeffrey B. Geske, Adelaide M. Arruda-Olson, Kyle W. Klarich

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Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports by Nakeya Dewaswala, David Chen, Huzefa Bhopalwala, Vinod C. Kaggal, Sean P. Murphy, J. Martijn Bos, Jeffrey B. Geske, Bernard J. Gersh, Steve R. Ommen, Philip A. Araoz, Michael J. Ackerman, Adelaide M. Arruda-Olson

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Provider Survey on Automated Clinical Decision Support for Cardiovascular Risk Assessment by Alisha P. Chaudhry, Sujith Samudrala, MD, Francisco Lopez-Jimenez, MD, Jane L. Shellum, BA, MHA, Rick A. Nishimura, MD, Rajeev Chaudhry, MBBS, MPH, Hongfang Liu, PhD, Adelaide M. Arruda-Olson, MD, PhD

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Sociotechnical Intervention for Improved Delivery of Preventive Cardiovascular Care to Rural Communities: Participatory Design Approach by Michelle Partogi, Simon Gaviria-Valencia, Mateo Alzate Aguirre, Nancy J Pick, Huzefa M Bhopalwala, Barbara A Barry, Vinod C Kaggal, Christopher G Scott, Maya E Kessler, Matthew M Moore, Jay D Mitchell, Rajeev Chaudhry, Robert P Bonacci, Adelaide M Arruda-Olson

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Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation by David Chen, Huzefa Bhopalwala, Nakeya Dewaswala, Shivaram P. Arunachalam, Moein Enayati, Nasibeh Zanjirani Farahani, Kalyan Pasupathy, Sravani Lokineni, J. Martijn Bos, Peter A. Noseworthy, Reza Arsanjani, Bradley J. Erickson, Jeffrey B. Geske, Michael J. Ackerman, Philip A. Araoz, Adelaide M. Arruda-Olson

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Artificial Intelligence of Arterial Doppler Waveforms to Predict Major Adverse Outcomes Among Patients Evaluated for Peripheral Artery Disease by Robert D. McBane, Dennis H. Murphree, David Liedl, Francisco Lopez‐Jimenez, Itzhak Zachi Attia, Adelaide M. Arruda‐Olson, Christopher G. Scott, Naresh Prodduturi, Steve E. Nowakowski, Thom W. Rooke, Ana I. Casanegra, Waldemar E. Wysokinski, Damon E. Houghton, Haraldur Bjarnason, Paul W. Wennberg

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Leveraging the Electronic Health Record to Create an Automated Real‐Time Prognostic Tool for Peripheral Arterial Disease by Adelaide M. Arruda‐Olson, Naveed Afzal, Vishnu Priya Mallipeddi, Ahmad Said, Homam Moussa Pacha, Sungrim Moon, Alisha P. Chaudhry, Christopher G. Scott, Kent R. Bailey, Thom W. Rooke, Paul W. Wennberg, Vinod C. Kaggal, Gustavo S. Oderich, Iftikhar J. Kullo, Rick A. Nishimura, Rajeev Chaudhry, Hongfang Liu

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Tandem deep learning and logistic regression models to optimize hypertrophic cardiomyopathy detection in routine clinical practice by Maren Maanja, MD, PhD, Peter A. Noseworthy, MD, FHRS, Jeffrey B. Geske, MD, Michael J. Ackerman, MD, PhD, Adelaide M. Arruda-Olson, MD, PhD, Steve R. Ommen, MD, Zachi I. Attia, PhD, Paul A. Friedman, MD, FHRS, Konstantinos C. Siontis, MD, FHRS

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Medical records-based chronic kidney disease phenotype for clinical care and “big data” observational and genetic studies by Ning Shang, Atlas Khan, Fernanda Polubriaginof, Francesca Zanoni, Karla Mehl, David Fasel, Paul E. Drawz, Robert J. Carrol, Joshua C. Denny, Matthew A. Hathcock, Adelaide M. Arruda-Olson, Peggy L. Peissig, Richard A. Dart, Murray H. Brilliant, Eric B. Larson, David S. Carrell, Sarah Pendergrass, Shefali Setia Verma, Marylyn D. Ritchie, Barbara Benoit, Vivian S. Gainer, Elizabeth W. Karlson, Adam S. Gordon, Gail P. Jarvik, Ian B. Stanaway, David R. Crosslin, Sumit Mohan, Iuliana Ionita-Laza, Nicholas P. Tatonetti, Ali G. Gharavi, George Hripcsak, Chunhua Weng, Krzysztof Kiryluk

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Echocardiographic Diagnosis of Hypertrophic Cardiomyopathy by Machine Learning by Nasibeh Zanjirani Farahani, PhD, Mateo Alzate Aguirre, MD, Vanessa Karlinski Vizentin, MD, Moein Enayati, PhD, J. Martijn Bos, MD, PhD, Andredi Pumarejo Medina, MD, Kathryn F. Larson, MD, Kalyan S. Pasupathy, PhD, Christopher G. Scott, MS, April L. Zacher, MS, Eduard Schlechtinger, MS, Bruce K. Daniels, RDCS, Vinod C. Kaggal, MS, Jeffrey B. Geske, MD, Patricia A. Pellikka, MD, Jae K. Oh, MD, Steve R. Ommen, MD, Garvan C. Kane, MD, Michael J. Ackerman, MD, PhD, Adelaide M. Arruda-Olson, MD, PhD

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