Development of message passing-based graph convolutional networks for classifying cancer pathology reports von Yoon, Hong-Jun, Klasky, Hilda B, Blanchard, Andrew E, Christian, J Blair, Durbin, Eric B, Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Tourassi, Georgia D

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Process mining for healthcare: Characteristics and challenges von Munoz-Gama, Jorge, Martin, Niels, Fernandez-Llatas, Carlos, Johnson, Owen A., Sepúlveda, Marcos, Helm, Emmanuel, Galvez-Yanjari, Victor, Rojas, Eric, Martinez-Millana, Antonio, Aloini, Davide, Amantea, Ilaria Angela, Andrews, Robert, Arias, Michael, Beerepoot, Iris, Benevento, Elisabetta, Burattin, Andrea, Capurro, Daniel, Carmona, Josep, Comuzzi, Marco, Dalmas, Benjamin, de la Fuente, Rene, Di Francescomarino, Chiara, Di Ciccio, Claudio, Gatta, Roberto, Ghidini, Chiara, Gonzalez-Lopez, Fernanda, Ibanez-Sanchez, Gema, Klasky, Hilda B., Prima Kurniati, Angelina, Lu, Xixi, Mannhardt, Felix, Mans, Ronny, Marcos, Mar, Medeiros de Carvalho, Renata, Pegoraro, Marco, Poon, Simon K., Pufahl, Luise, Reijers, Hajo A., Remy, Simon, Rinderle-Ma, Stefanie, Sacchi, Lucia, Seoane, Fernando, Song, Minseok, Stefanini, Alessandro, Sulis, Emilio, ter Hofstede, Arthur H.M., Toussaint, Pieter J., Traver, Vicente, Valero-Ramon, Zoe, Weerd, Inge van de, van der Aalst, Wil M.P., Vanwersch, Rob, Weske, Mathias, Wynn, Moe Thandar, Zerbato, Francesca

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Environmental determinants of health: Measuring multiple physical environmental exposures at the United States census tract level von Peluso, Alina, Rastogi, Deeksha, Klasky, Hilda B., Logan, Jeremy, Maguire, Dakotah, Grant, Josh, Christian, Blair, Hanson, Heidi A.

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EHR-BERT: A BERT-based model for effective anomaly detection in electronic health records von Niu, Haoran, Omitaomu, Olufemi A., Langston, Michael A., Olama, Mohammad, Ozmen, Ozgur, Klasky, Hilda B., Laurio, Angela, Ward, Merry, Nebeker, Jonathan

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Detecting anomalous sequences in electronic health records using higher-order tensor networks von Niu, Haoran, Omitaomu, Olufemi A., Langston, Michael A., Olama, Mohammad, Ozmen, Ozgur, Klasky, Hilda B., Laurio, Angela, Sauer, Brian, Ward, Merry, Nebeker, Jonathan

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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports von Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Blair Christian, J., Tourassi, Georgia D.

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A new methodological framework for hazard detection models in health information technology systems von Omitaomu, Olufemi A., Klasky, Hilda B., Olama, Mohammed, Ozmen, Ozgur, Pullum, Laura, Malviya Thakur, Addi, Kuruganti, Teja, Scott, Jeanie M., Laurio, Angela, Drews, Frank, Sauer, Brian C., Ward, Merry, Nebeker, Jonathan R.

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Optimal vocabulary selection approaches for privacy-preserving deep NLP model training for information extraction and cancer epidemiology von Yoon, Hong-Jun, Stanley, Christopher, Christian, J. Blair, Klasky, Hilda B., Blanchard, Andrew E., Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Schwartz, Stephen M., Wiggins, Charles, Damesyn, Mark, Coyle, Linda, Tourassi, Georgia D.

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Feature Engineering and Process Mining to Enable Hazard Detection in Health Information Technology von Ozmen, Ozgur, Klasky, Hilda B, Omitaomu, Olufemi A, Olama, Mohammed, Kuruganti, Teja, Ward, Merry, Scott, Jean M, Laurio, Angela, Drews, Frank, Nebeker, Jonathan R

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Real-Time Automated Hazard Detection Framework for Health Information Technology Systems von Omitaomu, Olufemi A., Ozmen, Ozgur, Olama, Mohammed M., Pullum, Laura L., Kuruganti, Teja, Nutaro, James, Klasky, Hilda B., Zandi, Helia, Advani, Aneel, Laurio, Angela L., Ward, Merry, Scott, Jeanie, Nebeker, Jonathan R.

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Anomaly Detection in Electronic Health Records Across Hospital Networks: Integrating Machine Learning With Graph Algorithms von Niu, Haoran, Omitaomu, Olufemi A., Langston, Michael A., Grady, Stephen K., Olama, Mohammad, Ozmen, Ozgur, Klasky, Hilda B., Laurio, Angela, Ward, Merry, Nebeker, Jonathan

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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports von Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Blair Christian, J., Tourassi, Georgia D.

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Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports von Yoon, Hong-Jun, Klasky, Hilda B., Gounley, John P., Alawad, Mohammed, Gao, Shang, Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Christian, J. Blair, Tourassi, Georgia

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Process Mining for Healthcare: Characteristics and Challenges von Munoz-Gama, Jorge, Martin, Niels, Fernandez-Llatas, Carlos, Johnson, Owen A, Sepúlveda, Marcos, Helm, Emmanuel, Galvez-Yanjari, Victor, Rojas, Eric, Martinez-Millana, Antonio, Aloini, Davide, Amantea, Ilaria Angela, Andrews, Robert, Arias, Michael, Beerepoot, Iris, Benevento, Elisabetta, Burattin, Andrea, Capurro, Daniel, Carmona, Josep, Comuzzi, Marco, Dalmas, Benjamin, Fuente, Rene de la, Francescomarino, Chiara Di, Ciccio, Claudio Di, Gatta, Roberto, Ghidini, Chiara, Gonzalez-Lopez, Fernanda, Ibanez-Sanchez, Gema, Klasky, Hilda B, Prima Kurniati, Angelina, Lu, Xixi, Mannhardt, Felix, Mans, Ronny, Marcos, Mar, Medeiros de Carvalho, Renata, Pegoraro, Marco, Poon, Simon K, Pufahl, Luise, Reijers, Hajo A, Remy, Simon, Rinderle-Ma, Stefanie, Sacchi, Lucia, Seoane, Fernando, Song, Minseok, Stefanini, Alessandro, Sulis, Emilio, Ter Hofstede, Arthur H M, Toussaint, Pieter J, Traver, Vicente, Valero-Ramon, Zoe, Weerd, Inge van de, van der Aalst, Wil M P, Vanwersch, Rob, Weske, Mathias, Wynn, Moe Thandar, Zerbato, Francesca

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Process Mining for Healthcare: Characteristics and Challenges von Munoz-Gama, Jorge, Martin, Niels, Fernandez-Llatas, Carlos, Johnson, Owen A, Sepúlveda, Marcos, Helm, Emmanuel, Galvez-Yanjari, Victor, Rojas, Eric, Martinez-Millana, Antonio, Aloini, Davide, Amantea, Ilaria Angela, Andrews, Robert, Arias, Michael, Beerepoot, Iris, Benevento, Elisabetta, Burattin, Andrea, Capurro, Daniel, Carmona, Josep, Comuzzi, Marco, Dalmas, Benjamin, Fuente, Rene de la, Francescomarino, Chiara Di, Ciccio, Claudio Di, Gatta, Roberto, Ghidini, Chiara, Gonzalez-Lopez, Fernanda, Ibanez-Sanchez, Gema, Klasky, Hilda B, Prima Kurniati, Angelina, Lu, Xixi, Mannhardt, Felix, Mans, Ronny, Marcos, Mar, Medeiros de Carvalho, Renata, Pegoraro, Marco, Poon, Simon K, Pufahl, Luise, Reijers, Hajo A, Remy, Simon, Rinderle-Ma, Stefanie, Sacchi, Lucia, Seoane, Fernando, Song, Minseok, Stefanini, Alessandro, Sulis, Emilio, Ter Hofstede, Arthur H M, Toussaint, Pieter J, Traver, Vicente, Valero-Ramon, Zoe, Weerd, Inge van de, van der Aalst, Wil M P, Vanwersch, Rob, Weske, Mathias, Wynn, Moe Thandar, Zerbato, Francesca

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Real-Time Automated Hazard Detection Framework for Health Information Technology Systems von Omitaomu, Olufemi A., Ozmen, Ozgur, Olama, Mohammed M., Pullum, Laura L., Kuruganti, Teja, Nutaro, James, Klasky, Hilda B., Zandi, Helia, Advani, Aneel, Laurio, Angela L., Ward, Merry, Scott, Jeanie, Nebeker, Jonathan R.

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Privacy-Preserving Knowledge Transfer with Bootstrap Aggregation of Teacher Ensembles von Yoon, Hong-Jun, Klasky, Hilda B., Durbin, Eric B., Wu, Xiao-Cheng, Stroup, Antoinette, Doherty, Jennifer, Coyle, Linda, Penberthy, Lynne, Stanley, Christopher, Christian, J. Blair, Tourassi, Georgia D.

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