Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations von MacKay, Emily J, Stubna, Michael D, Chivers, Corey, Draugelis, Michael E, Hanson, William J, Desai, Nimesh D, Groeneveld, Peter W

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Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study von Courtright, Katherine R., Chivers, Corey, Becker, Michael, Regli, Susan H., Pepper, Linnea C., Draugelis, Michael E., O’Connor, Nina R.

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Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer von Parikh, Ravi B., Manz, Christopher, Chivers, Corey, Regli, Susan Harkness, Braun, Jennifer, Draugelis, Michael E., Schuchter, Lynn M., Shulman, Lawrence N., Navathe, Amol S., Patel, Mitesh S., O’Connor, Nina R.

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Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction von Cheng, Li-Fang, Darnell, Gregory, Dumitrascu, Bianca, Chivers, Corey, Draugelis, Michael E, Li, Kai, Engelhardt, Barbara E

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Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction von Li-Fang, Cheng, Darnell, Gregory, Dumitrascu, Bianca, Chivers, Corey, Draugelis, Michael E, Li, Kai, Engelhardt, Barbara E

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Sparse multi-output Gaussian processes for online medical time series prediction von Cheng, Li-Fang, Dumitrascu, Bianca, Darnell, Gregory, Chivers, Corey, Draugelis, Michael, Li, Kai, Engelhardt, Barbara E

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Augmenting machine learning algorithms to predict mortality using patient-reported outcomes in oncology von Parikh, Ravi Bharat, Schnall, Jill, Liu, Manqing, Gabriel, Peter Edward, Chivers, Corey, Draugelis, Michael, Ferrell, Will, Lerman, Caryn, Bekelman, Justin E., Chen, Jinbo

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Why Is the Electronic Health Record So Challenging for Research and Clinical Care? von Holmes, John H., Beinlich, James, Boland, Mary R., Bowles, Kathryn H., Chen, Yong, Cook, Tessa S., Demiris, George, Draugelis, Michael, Fluharty, Laura, Gabriel, Peter E., Grundmeier, Robert, Hanson, C. William, Herman, Daniel S., Himes, Blanca E., Hubbard, Rebecca A., Kahn, Charles E., Kim, Dokyoon, Koppel, Ross, Long, Qi, Mirkovic, Nebojsa, Morris, Jeffrey S., Mowery, Danielle L., Ritchie, Marylyn D., Urbanowicz, Ryan, Moore, Jason H.

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Derivation and implementation of a machine learning approach to prompt serious illness conversations among outpatients with cancer von Parikh, Ravi Bharat, Manz, Chris, Chivers, Corey, Regli, Susan B, Braun, Jennifer, Jones, Joshua Adam, Mamtani, Ronac, Draugelis, Michael, Bekelman, Justin E., Navathe, Amol S., Patel, Mitesh S., Shulman, Lawrence N., Schuchter, Lynn Mara, O'Connor, Nina

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Prospective validation of a machine learning algorithm to predict short-term mortality among outpatients with cancer von Manz, Chris, Chivers, Corey, Liu, Manqing, Regli, Susan B, Changolkar, Sujatha, Evans, Chalanda N., Rareshide, Charles A.L., Draugelis, Michael, Braun, Jennifer, Navathe, Amol S., Kumar, Pallavi, Bekelman, Justin E., Patel, Mitesh S., O'Connor, Nina, Schuchter, Lynn Mara, Shulman, Lawrence N., Parikh, Ravi Bharat

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Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach von Prasad, Niranjani, Mandyam, Aishwarya, Chivers, Corey, Draugelis, Michael, Hanson, 3rd, C William, Engelhardt, Barbara E, Laudanski, Krzysztof

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Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes von Cheng, Li-Fang, Dumitrascu, Bianca, Zhang, Michael, Chivers, Corey, Draugelis, Michael, Li, Kai, Engelhardt, Barbara E

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A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units von Prasad, Niranjani, Cheng, Li-Fang, Chivers, Corey, Draugelis, Michael, Engelhardt, Barbara E

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Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes von Li-Fang, Cheng, Dumitrascu, Bianca, Zhang, Michael, Chivers, Corey, Draugelis, Michael, Li, Kai, Engelhardt, Barbara E

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A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units von Prasad, Niranjani, Li-Fang, Cheng, Chivers, Corey, Draugelis, Michael, Engelhardt, Barbara E

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DE2027595 von MCCARROLL, ALAN FRANCIS, DRAUGELIS VAIDEVUTIS C, DAVIS, HOWARD C, TRUMBULL, HAROLD E, LANGDON, MICHAEL JOHN, WEBSTER, CUMMINGS, CHARLES A, HARTMAN JUN., WILLIAM RAGAN

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Fremgangsmåde til frembringelse af flerfarvede reproduktioner af et forlag og elektrostatisk trykkeapparat til udøvelse af denne fremgangsmåde von VAIDEVUTIS C. DRAUGELIS, MICHAEL JOHN LANGDON, WILLIAM RAGAN HARTMAN, CHARLES A. CUMMINGS, HAROLD E. TRUMBULL, HOWARD C. DAVIS, ALAN FRANCIS MCCARROLL

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