Medical subdomain classification of clinical notes using a machine learning-based natural language processing approach von Weng, Wei-Hung, Wagholikar, Kavishwar B, McCray, Alexa T, Szolovits, Peter, Chueh, Henry C

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Predicting COVID-19 mortality with electronic medical records von Estiri, Hossein, Strasser, Zachary H., Klann, Jeffy G., Naseri, Pourandokht, Wagholikar, Kavishwar B., Murphy, Shawn N.

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Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study von Klann, Jeffrey G, Strasser, Zachary H, Hutch, Meghan R, Kennedy, Chris J, Marwaha, Jayson S, Morris, Michele, Samayamuthu, Malarkodi Jebathilagam, Pfaff, Ashley C, Estiri, Hossein, South, Andrew M, Weber, Griffin M, Yuan, William, Avillach, Paul, Wagholikar, Kavishwar B, Luo, Yuan, Omenn, Gilbert S, Visweswaran, Shyam, Holmes, John H, Xia, Zongqi, Brat, Gabriel A, Murphy, Shawn N

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Natural Language Processing to Improve Prediction of Incident Atrial Fibrillation Using Electronic Health Records von Ashburner, Jeffrey M, Chang, Yuchiao, Wang, Xin, Khurshid, Shaan, Anderson, Christopher D, Dahal, Kumar, Weisenfeld, Dana, Cai, Tianrun, Liao, Katherine P, Wagholikar, Kavishwar B, Murphy, Shawn N, Atlas, Steven J, Lubitz, Steven A, Singer, Daniel E

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Implementation of informatics for integrating biology and the bedside (i2b2) platform as Docker containers von Wagholikar, Kavishwar B, Dessai, Pralav, Sanz, Javier, Mendis, Michael E, Bell, Douglas S, Murphy, Shawn N

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Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations von Estiri, Hossein, Strasser, Zachary H., Klann, Jeffery G., McCoy, Thomas H., Wagholikar, Kavishwar B., Vasey, Sebastien, Castro, Victor M., Murphy, MaryKate E., Murphy, Shawn N.

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Polar labeling: silver standard algorithm for training disease classifiers von Wagholikar, Kavishwar B, Estiri, Hossein, Murphy, Marykate, Murphy, Shawn N

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A retrospective cohort analysis leveraging augmented intelligence to characterize long COVID in the electronic health record: A precision medicine framework von Strasser, Zachary H, Dagliati, Arianna, Shakeri Hossein Abad, Zahra, Klann, Jeffrey G, Wagholikar, Kavishwar B, Mesa, Rebecca, Visweswaran, Shyam, Morris, Michele, Luo, Yuan, Henderson, Darren W, Samayamuthu, Malarkodi Jebathilagam, Omenn, Gilbert S, Xia, Zongqi, Holmes, John H, Estiri, Hossein, Murphy, Shawn N

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Use of automatic SQL generation interface to enhance transparency and validity of health-data analysis von Wagholikar, Kavishwar B., Zelle, David, Ainsworth, Layne, Chaney, Kira, Blood, Alexander J., Miller, Angela, Chulyadyo, Rupendra, Oates, Michael, Gordon, William J., Aronson, Samuel J., Scirica, Benjamin M., Murphy, Shawn N.

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An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes von Estiri, Hossein, Strasser, Zachary H, Rashidian, Sina, Klann, Jeffrey G, Wagholikar, Kavishwar B, McCoy, Thomas H, Murphy, Shawn N

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Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature von Ravikumar, Komandur Elayavilli, Wagholikar, Kavishwar B, Li, Dingcheng, Kocher, Jean-Pierre, Liu, Hongfang

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Web services for data warehouses: OMOP and PCORnet on i2b2 von Klann, Jeffrey G, Phillips, Lori C, Herrick, Christopher, Joss, Matthew A H, Wagholikar, Kavishwar B, Murphy, Shawn N

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I2b2-etl: Python application for importing electronic health data into the informatics for integrating biology and the bedside platform von Wagholikar, Kavishwar B, Ainsworth, Layne, Zelle, David, Chaney, Kira, Mendis, Michael, Klann, Jeffery, Blood, Alexander J, Miller, Angela, Chulyadyo, Rupendra, Oates, Michael, Gordon, William J, Aronson, Samuel J, Scirica, Benjamin M, Murphy, Shawn N

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Modeling Paradigms for Medical Diagnostic Decision Support: A Survey and Future Directions von Wagholikar, Kavishwar B., Sundararajan, Vijayraghavan, Deshpande, Ashok W.

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Evaluation of the Effect of Decision Support on the Efficiency of Primary Care Providers in the Outpatient Practice von Wagholikar, Kavishwar B., Hankey, Ronald A., Decker, Lindsay K., Cha, Stephen S., Greenes, Robert A., Liu, Hongfang, Chaudhry, Rajeev

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SMART-on-FHIR implemented over i2b2 von Wagholikar, Kavishwar B, Mandel, Joshua C, Klann, Jeffery G, Wattanasin, Nich, Mendis, Michael, Chute, Christopher G, Mandl, Kenneth D, Murphy, Shawn N

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Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data von Klann, Jeffrey G, Estiri, Hossein, Weber, Griffin M, Moal, Bertrand, Avillach, Paul, Hong, Chuan, Tan, Amelia L M, Beaulieu-Jones, Brett K, Castro, Victor, Maulhardt, Thomas, Geva, Alon, Malovini, Alberto, South, Andrew M, Visweswaran, Shyam, Morris, Michele, Samayamuthu, Malarkodi J, Omenn, Gilbert S, Ngiam, Kee Yuan, Mandl, Kenneth D, Boeker, Martin, Olson, Karen L, Mowery, Danielle L, Follett, Robert W, Hanauer, David A, Bellazzi, Riccardo, Moore, Jason H, Loh, Ne-Hooi Will, Bell, Douglas S, Wagholikar, Kavishwar B, Chiovato, Luca, Tibollo, Valentina, Rieg, Siegbert, Li, Anthony L L J, Jouhet, Vianney, Schriver, Emily, Xia, Zongqi, Hutch, Meghan, Luo, Yuan, Kohane, Isaac S, Brat, Gabriel A, Murphy, Shawn N

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Clinical decision support with automated text processing for cervical cancer screening von Wagholikar, Kavishwar B, MacLaughlin, Kathy L, Henry, Michael R, Greenes, Robert A, Hankey, Ronald A, Liu, Hongfang, Chaudhry, Rajeev

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Comprehensive temporal information detection from clinical text: medical events, time, and TLINK identification von Sohn, Sunghwan, Wagholikar, Kavishwar B, Li, Dingcheng, Jonnalagadda, Siddhartha R, Tao, Cui, Komandur Elayavilli, Ravikumar, Liu, Hongfang

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Erratum to: Text mining facilitates database curation - extraction of mutation-disease associations from Bio-medical literature von Ravikumar, Komandur Elayavilli, Wagholikar, Kavishwar B, Li, Dingcheng, Kocher, Jean-Pierre, Liu, Hongfang

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