Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfalls

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Robust Methods for Quantifying the Effect of a Continuous Exposure From Observational Data von Tourani, Roshan, Ma, Sisi, Usher, Michael, Simon, Gyorgy J.

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Strategies for handling missing clinical data for automated surgical site infection detection from the electronic health record von Hu, Zhen, Melton, Genevieve B., Arsoniadis, Elliot G., Wang, Yan, Kwaan, Mary R., Simon, Gyorgy J.

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A novel method for causal structure discovery from EHR data and its application to type-2 diabetes mellitus von Shen, Xinpeng, Ma, Sisi, Vemuri, Prashanthi, Castro, M. Regina, Caraballo, Pedro J., Simon, Gyorgy J.

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Consensus modeling: Safer transfer learning for small health systems von Tourani, Roshan, Murphree, Dennis H., Sheka, Adam, Melton, Genevieve B., Kor, Daryl J., Simon, Gyorgy J.

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Accelerating Surgical Site Infection Abstraction With a Semi-automated Machine-learning Approach von Skube, Steven J, Hu, Zhen, Simon, Gyorgy J, Wick, Elizabeth C, Arsoniadis, Elliot G, Ko, Clifford Y, Melton, Genevieve B

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Association of BMI, comorbidities and all-cause mortality by using a baseline mortality risk model von Li, Jia, Simon, Gyorgy, Castro, M. Regina, Kumar, Vipin, Steinbach, Michael S., Caraballo, Pedro J.

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Towards more Accessible Precision Medicine: Building a more Transferable Machine Learning Model to Support Prognostic Decisions for Micro- and Macrovascular Complications of Type 2... von Kim, Era, Caraballo, Pedro J., Castro, M. Regina, Pieczkiewicz, David S., Simon, Gyorgy J.

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A Computational Method for Learning Disease Trajectories From Partially Observable EHR Data von Oh, Wonsuk, Steinbach, Michael S., Castro, M. Regina, Peterson, Kevin A., Kumar, Vipin, Caraballo, Pedro J., Simon, Gyorgy J.

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Predicting diabetes clinical outcomes using longitudinal risk factor trajectories von Simon, Gyorgy J., Peterson, Kevin A., Castro, M. Regina, Steinbach, Michael, Kumar, Vipin, Caraballo, Pedro J.

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Multi-platform analysis of microRNA expression measurements in RNA from fresh frozen and FFPE tissues von Kolbert, Christopher P, Feddersen, Rod M, Rakhshan, Fariborz, Grill, Diane E, Simon, Gyorgy, Middha, Sumit, Jang, Jin Sung, Simon, Vernadette, Schultz, Debra A, Zschunke, Michael, Lingle, Wilma, Carr, Jennifer M, Thompson, E Aubrey, Oberg, Ann L, Eckloff, Bruce W, Wieben, Eric D, Li, Peter, Yang, Ping, Jen, Jin

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Providers’ Response to Clinical Decision Support for QT Prolonging Drugs von Sharma, Sunita, Martijn Bos, J., Tarrell, Robert F., Simon, Gyorgy J., Morlan, Bruce W., Ackerman, Michael J., Caraballo, Pedro J.

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Mining Electronic Health Records (EHRs): A Survey von Yadav, Pranjul, Steinbach, Michael, Kumar, Vipin, Simon, Gyorgy

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Type 2 Diabetes Mellitus Trajectories and Associated Risks von Oh, Wonsuk, Kim, Era, Castro, M Regina, Caraballo, Pedro J, Kumar, Vipin, Steinbach, Michael S, Simon, Gyorgy J

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Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications von Hu, Zhen, Melton, Genevieve B, Moeller, Nathan D, Arsoniadis, Elliot G, Wang, Yan, Kwaan, Mary R, Jensen, Eric H, Simon, Gyorgy J

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Development and Validation of Machine Learning Models for Prediction of 1-Year Mortality Utilizing Electronic Medical Record Data Available at the End of Hospitalization in Multico... von Sahni, Nishant, Simon, Gyorgy, Arora, Rashi

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Advancing Alzheimer’s research: A review of big data promises von Zhang, Rui, Simon, Gyorgy, Yu, Fang

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Causal Phenotyping for Susceptibility to Cardiotoxicity from Antineoplastic Breast Cancer Medications von Sun, Deyu, Simon, Gyorgy J, Skube, Steven, Blaes, Anne H, Melton, Genevieve B, Zhang, Rui

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Factors and problems of economic growth in Hungary, Russia and Serbia von Simon, Gyorgy

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Survival association rule mining towards type 2 diabetes risk assessment von Simon, Gyorgy J, Schrom, John, Castro, M Regina, Li, Peter W, Caraballo, Pedro J

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