Identifying peripheral arterial disease cases using natural language processing of clinical notes. - Naveed Afzal; Sunghwan Sohn; Sara Abram; Hongfang Liu; Iftikhar J. Kullo; Adelaide M. Arruda-Olson (BHI, 2016)

Guideline Based Recommended Therapies in PAD Patients Identified by NLP: A Quality Assessment Project. - Vishnu Priya Mallipeddi; Naveed Afzal; Iftikhar J. Kullo; Hongfang Liu; Rajeev Chaudhry; Adelaide M. Arruda-Olson (AMIA, 2017)

Surveillance of Peripheral Arterial Disease Cases Using Natural Language Processing of Clinical Notes. - Naveed Afzal; Sunghwan Sohn; Christopher Scott; Hongfang Liu; Iftikhar J. Kullo; Adelaide M. Arruda-Olson (CRI, 2017)

Mortality Prognostic Model for Peripheral Arterial Disease. - Adelaide M. Arruda-Olson; Naveed Afzal; Homam Moussa Pacha; Ahmad Said; Bradley Lewis; Christopher Scott; Kent Bailey; Hongfang Liu; Iftikhar J. Kullo (CRI, 2017)

Leveraging the Electronic Health Record to Create an Automated Real-time Prognostic Tool for Peripheral Arterial Disease. - Adelaide M. Arruda-Olson; Naveed Afzal; Vishnu Priya Mallipeddi; Ahmad Said; Homam Moussa Pacha; Sungrim Moon; Alisha Chaudhry; Christopher Scott; Kent Bailey; Vinod Kaggal; Gustavo Oderich; Iftikhar J. Kullo; et al. (AMIA, 2018)

Leveraging Electronic Health Records for Identification of Features Associated with Sudden Death for Hypertrophic Cardiomyopathy Patients. - Sungrim Moon; Sijia Liu 002; Sujith Samudrala; Jane L. Shellum; Jeffrey B. Geske; Peter A. Noseworthy; Steve Ommen; Rajeev Chaudhry; Rick Nishimura; Hongfang Liu; Adelaide M. Arruda-Olson (AMIA, 2018)

Natural language processing of clinical notes for identification of critical limb ischemia. - Naveed Afzal; Vishnu Priya Mallipeddi; Sunghwan Sohn; Hongfang Liu; Rajeev Chaudhry; Christopher Scott; Iftikhar J. Kullo; Adelaide M. Arruda-Olson (Int. J. Medical Informatics, 2018)

Ensemble Imputation for Healthcare Data. - David Chen 003; Christopher Scott; Christina L. Luong; Itzhak Z. Attia; Che Ngufor; Adelaide M. Arruda-Olson; Patricia A. Pellikka (AMIA, 2019)

Usability Evaluation of a Clinical Decision Support Tool for Management of Peripheral Artery Disease Patients. - Alisha Chaudhry; Sungrim Moon; Vinod Kaggal; Paul Wennberg; Thom Rooke; David Liedl; Christopher Scott; Ana Casanegra; Iftikhar J. Kullo; Robert McBane; Jane L. Shellum; Rick Nishimura; et al. (AMIA, 2019)

Adaptation of a Natural Language Processing Algorithm Following Implementation of a New Electronic Health Record. - Sungrim Moon; Vinod Kaggal; Sunghwan Sohn; Hongfang Liu; Rajeev Chaudhry; Adelaide M. Arruda-Olson (AMIA, 2019)

Automated extraction of sudden cardiac death risk factors in hypertrophic cardiomyopathy patients by natural language processing. - Sungrim Moon; Sijia Liu 002; Christopher Scott; Sujith Samudrala; Mohamed M. Abidian; Jeffrey B. Geske; Peter A. Noseworthy; Jane L. Shellum; Rajeev Chaudhry; Steve Ommen; Rick Nishimura; Hongfang Liu; et al. (Int. J. Medical Informatics, 2019)

Phenotyping Algorithms for Identification of ASCVD Patients. - Nakeya Dewaswala; Huzefa M. Bhopalwala; Alisha P. Chaudhry; Ronald A. Hankey; Rachit A. Kohli; Bruce M. Cameron; Christopher Scott; Jane L. Shellum; Rick Nishimura; Rajeev Chaudhry; Adelaide M. Arruda-Olson (AMIA, 2020)

Explanatory Analysis of a Machine Learning Model to Identify Hypertrophic Cardiomyopathy Patients from EHR Using Diagnostic Codes. - Nasibeh Zanjirani Farahani; Divaakar Siva Baala Sundaram; Moein Enayati; Shivaram Poigai Arunachalam; Kalyan S. Pasupathy; Adelaide M. Arruda-Olson (BIBM, 2020)

Medical records-based chronic kidney disease phenotype for clinical care and "big data" observational and genetic studies. - Ning Shang; Atlas Khan; Fernanda Polubriaginof; Francesca Zanoni; Karla Mehl; David Fasel; Paul E. Drawz; Robert J. Carroll; Joshua C. Denny; Matthew A. Hathcock; Adelaide M. Arruda-Olson; Peggy L. Peissig; et al. (npj Digit. Medicine, 2021)

Biventricular Involvement In Hypertrophic Cardiomyopathy: Preliminary Analysis Of Cardiac MRIs With Visual Right Ventricular Hypertrophy. - Devanshi N. Damani; Anoushka Kapoor; Priyadharshini Sivasubramaniam; Nasibeh Farahani; Moein Enayati; Jeffrey B. Geske; Michael J. Ackerman; Johan M. Bos; Kalyan Pasupathy; Philip A. Araoz; Shivaram Poigai Arunachalam; Adelaide M. Arruda-Olson (ICHI, 2022)

Deep Neural Network for Cardiac Magnetic Resonance Image Segmentation. - David Chen 003; Huzefa M. Bhopalwala; Nakeya Dewaswala; Shivaram Poigai Arunachalam; Moein Enayati; Nasibeh Zanjirani Farahani; Kalyan Pasupathy; Sravani Lokineni; J. Martijn Bos; Peter A. Noseworthy; Reza Arsanjani; Bradley J. Erickson; et al. (J. Imaging, 2022)

Natural language processing for identification of hypertrophic cardiomyopathy patients from cardiac magnetic resonance reports. - Nakeya Dewaswala; David Chen 003; Huzefa M. Bhopalwala; Vinod C. Kaggal; Sean P. Murphy; J. Martijn Bos; Jeffrey B. Geske; Bernard J. Gersh; Steve Ommen; Philip A. Araoz; Michael J. Ackerman; Adelaide M. Arruda-Olson (BMC Medical Informatics Decis. Mak., 2022)