Dementia detection from brain activity during sleep by Ye, Elissa M, Sun, Haoqi, Krishnamurthy, Parimala V, Adra, Noor, Ganglberger, Wolfgang, Thomas, Robert J, Lam, Alice D, Westover, M Brandon

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Optimal spindle detection parameters for predicting cognitive performance by Adra, Noor, Sun, Haoqi, Ganglberger, Wolfgang, Ye, Elissa M, Dümmer, Lisa W, Tesh, Ryan A, Westmeijer, Mike, Cardoso, Madalena Da Silva, Kitchener, Erin, Ouyang, An, Salinas, Joel, Rosand, Jonathan, Cash, Sydney S, Thomas, Robert J, Westover, M Brandon

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Sleep apnea and respiratory anomaly detection from a wearable band and oxygen saturation by Ganglberger, Wolfgang, Bucklin, Abigail A., Tesh, Ryan A., Da Silva Cardoso, Madalena, Sun, Haoqi, Leone, Michael J., Paixao, Luis, Panneerselvam, Ezhil, Ye, Elissa M., Thompson, B. Taylor, Akeju, Oluwaseun, Kuller, David, Thomas, Robert J., Westover, M. Brandon

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Sound and light levels in intensive care units in a large urban hospital in the United States by Leone, Michael J., Dashti, Hassan S., Coughlin, Brian, Tesh, Ryan A., Quadri, Syed A., Bucklin, Abigail A., Adra, Noor, Krishnamurthy, Parimala Velpula, Ye, Elissa M., Hemmige, Aashritha, Rajan, Subapriya, Panneerselvam, Ezhil, Higgins, Jasmine, Ayub, Muhammad Abubakar, Ganglberger, Wolfgang, Paixao, Luis, Houle, Timothy T., Thompson, B. Taylor, Johnson-Akeju, Oluwaseun, Saxena, Richa, Kimchi, Eyal, Cash, Sydney S., Thomas, Robert J., Westover, M. Brandon

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High prevalence of sleep-disordered breathing in the intensive care unit — a cross-sectional study by Bucklin, Abigail A., Ganglberger, Wolfgang, Quadri, Syed A., Tesh, Ryan A., Adra, Noor, Da Silva Cardoso, Madalena, Leone, Michael J., Krishnamurthy, Parimala Velpula, Hemmige, Aashritha, Rajan, Subapriya, Panneerselvam, Ezhil, Paixao, Luis, Higgins, Jasmine, Ayub, Muhammad Abubakar, Shao, Yu-Ping, Ye, Elissa M., Coughlin, Brian, Sun, Haoqi, Cash, Sydney S., Thompson, B. Taylor, Akeju, Oluwaseun, Kuller, David, Thomas, Robert J., Westover, M. Brandon

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Sleep staging in the ICU with heart rate variability and breathing signals. An exploratory cross-sectional study using deep neural networks by Ganglberger, Wolfgang, Krishnamurthy, Parimala Velpula, Quadri, Syed A, Tesh, Ryan A, Bucklin, Abigail A, Adra, Noor, Da Silva Cardoso, Madalena, Leone, Michael J, Hemmige, Aashritha, Rajan, Subapriya, Panneerselvam, Ezhil, Paixao, Luis, Higgins, Jasmine, Ayub, Muhammad Abubakar, Shao, Yu-Ping, Coughlin, Brian, Sun, Haoqi, Ye, Elissa M, Cash, Sydney S, Thompson, B Taylor, Akeju, Oluwaseun, Kuller, David, Thomas, Robert J, Westover, M Brandon

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NeuraHealth: An Automated Screening Pipeline to Detect Undiagnosed Cognitive Impairment in Electronic Health Records with Deep Learning and Natural Language Processing by Tyagi, Tanish, Magdamo, Colin G, Noori, Ayush, Li, Zhaozhi, Liu, Xiao, Deodhar, Mayuresh, Hong, Zhuoqiao, Ge, Wendong, Ye, Elissa M, Yi-han, Sheu, Alabsi, Haitham, Brenner, Laura, Robbins, Gregory K, Zafar, Sahar, Benson, Nicole, Moura, Lidia, Hsu, John, Serrano-Pozo, Alberto, Prokopenko, Dimitry, Tanzi, Rudolph E, Hyman, Bradley T, Blacker, Deborah, Mukerji, Shibani S, M Brandon Westover, Das, Sudeshna

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Sleep Apnea and Respiratory Anomaly Detection from a Wearable Band and Oxygen Saturation by Ganglberger, Wolfgang, Bucklin, Abigail A, Tesh, Ryan A, Madalena Da Silva Cardoso, Sun, Haoqi, Leone, Michael J, Paixao, Luis, Panneerselvam, Ezhil, Ye, Elissa M, B Taylor Thompson, Akeju, Oluwaseun, Kuller, David, Thomas, Robert J, M Brandon Westover

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Using Deep Learning to Identify Patients with Cognitive Impairment in Electronic Health Records by Tyagi, Tanish, Magdamo, Colin G, Noori, Ayush, Li, Zhaozhi, Liu, Xiao, Deodhar, Mayuresh, Hong, Zhuoqiao, Ge, Wendong, Ye, Elissa M, Yi-han, Sheu, Alabsi, Haitham, Brenner, Laura, Robbins, Gregory K, Zafar, Sahar, Benson, Nicole, Moura, Lidia, Hsu, John, Serrano-Pozo, Alberto, Prokopenko, Dimitry, Tanzi, Rudolph E, Hyman, Bradley T, Blacker, Deborah, Mukerji, Shibani S, M Brandon Westover, Das, Sudeshna

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Natural Language Processing to Detect Cognitive Concerns in Electronic Health Records Using Deep Learning by Hong, Zhuoqiao, Magdamo, Colin G, Yi-han, Sheu, Mohite, Prathamesh, Noori, Ayush, Ye, Elissa M, Ge, Wendong, Sun, Haoqi, Brenner, Laura, Robbins, Gregory, Mukerji, Shibani, Zafar, Sahar, Benson, Nicole, Moura, Lidia, Hsu, John, Hyman, Bradley T, Westover, Michael B, Blacker, Deborah, Das, Sudeshna

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Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990–2013: a systematic anal... by Degenhardt, Louisa, Erskine, Holly, Ferrari, Alize J, Fitzmaurice, Christina, Graetz, Nicholas, Hansen, Gillian M, Laurie, Evan, Liang, Xiofeng, Ortblad, Katrina, Sandar, Logan, Abraham, Jerry P, Abraham, Biju, Abubakar, Ibrahim, Abu-Rmeileh, Niveen ME, Achoki, Tom, Ademi, Zanfina, Alam, Sayed Saidul, Albittar, Mohammed I, Alemu, Zewdie A, Alla, Francois, Anderson, Benjamin O, Antonio, Carl Abelardo T, Balalla, Shivanthi, Barquera, Simon, Basu, Sanjay, Basu, Arindam, Beghi, Ettore, Bell, Michelle L, Bensenor, Isabela M, Borges, Guilherme, Boyers, Lindsay N, Briggs, Adam DM, Buchbinder, Rachelle, Burnett, Richard, Campuzano, Julio C, Catala-Lopez, Ferran, Chang, Jung-Chen, Christophi, Costas A, Dandona, Lalit, Deribe, Kebede, Fay, Derek FJ, Fowkes, F Gerry R, Garcia-Guerra, Francisco A, Gibney, Katherine B, Gona, Philimon, Gouda, Hebe N, Hagan, Holly, Pi, Ileana B Heredia, Hoy, Damian G, Huang, John J, Husseini, Abdullatif, Jonas, Jost B, Karimkhani, Chante, Khan, Gulfaraz, Kieling, Christian, Knibbs, Luke, Lan, Qing, Lim, Stephen, Lind, Margaret, Lindsay, M Patrice, Lipshultz, Steven E, Low, Nicola, Lyons, Ronan A, Mackay, Mark T, Malekzadeh, Reza, Mapoma, Christopher C, McKee, Martin, Mehndiratta, Man Mohan, Miller, Ted R, Mills, Edward J, Moturi, Wilkister N, Moyer, Madeline, Naghavi, Paria, Nand, Devina, Ng, Marie, Nhung, Nguyen T, Norrving, Bo, Nyakarahuka, Luke, Pereira, David M, Peterson, Carrie B, Remuzzi, Giuseppe, Riccio, Patricia M, Richardson, Lee, Rojas-Rueda, David, Scarborough, Peter, Seedat, Soraya, Shackelford, Katya, She, Jun, Shibuya, Kenji, Shinohara, Yukito, Sindi, Shireen, Stroumpoulis, Konstantinos, Thomas, Elissa, Thrift, Amanda G, Traebert, Jefferson, Wilkinson, James D, Woldeyohannes, Solomon M, Xu, Gelin, Yentur, Gokalp K, Zhang, Yong

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0601 Predicting Incident Outcomes from the Microstructure of Sleep by Sun, Haoqi, Adra, Noor, Ayub, Muhammad, Ye, Elissa, Ganglberger, Wolfgang, Thomas, Robert, Westover, M Brandon

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Decoding information about cognitive health from the brainwaves of sleep by Adra, Noor, Dümmer, Lisa W., Paixao, Luis, Tesh, Ryan A., Sun, Haoqi, Ganglberger, Wolfgang, Westmeijer, Mike, Da Silva Cardoso, Madalena, Kumar, Anagha, Ye, Elissa, Henry, Jonathan, Cash, Sydney S., Kitchener, Erin, Leveroni, Catherine L., Au, Rhoda, Rosand, Jonathan, Salinas, Joel, Lam, Alice D., Thomas, Robert J., Westover, M. Brandon

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The sleep and wake electroencephalogram over the lifespan by Sun, Haoqi, Ye, Elissa, Paixao, Luis, Ganglberger, Wolfgang, Chu, Catherine J., Zhang, Can, Rosand, Jonathan, Mignot, Emmanuel, Cash, Sydney S., Gozal, David, Thomas, Robert J., Westover, M. Brandon

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HIV increases sleep-based brain age despite antiretroviral therapy by Leone, Michael J, Sun, Haoqi, Boutros, Christine L, Liu, Lin, Ye, Elissa, Sullivan, Lee, Thomas, Robert J, Robbins, Gregory K, Mukerji, Shibani S, Westover, M Brandon

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CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis by Sun, Haoqi, Jain, Aayushee, Leone, Michael J, Alabsi, Haitham S, Brenner, Laura N, Ye, Elissa, Ge, Wendong, Shao, Yu-Ping, Boutros, Christine L, Wang, Ruopeng, Tesh, Ryan A, Magdamo, Colin, Collens, Sarah I, Ganglberger, Wolfgang, Bassett, Ingrid V, Meigs, James B, Kalpathy-Cramer, Jayashree, Li, Matthew D, Chu, Jacqueline T, Dougan, Michael L, Stratton, Lawrence W, Rosand, Jonathan, Fischl, Bruce, Das, Sudeshna, Mukerji, Shibani S, Robbins, Gregory K, Westover, M Brandon

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Classification of neurologic outcomes from medical notes using natural language processing by Fernandes, Marta B., Valizadeh, Navid, Alabsi, Haitham S., Quadri, Syed A., Tesh, Ryan A., Bucklin, Abigail A., Sun, Haoqi, Jain, Aayushee, Brenner, Laura N., Ye, Elissa, Ge, Wendong, Collens, Sarah I., Lin, Stacie, Das, Sudeshna, Robbins, Gregory K., Zafar, Sahar F., Mukerji, Shibani S., Brandon Westover, M.

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Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19 by Mukerji, Shibani S, Das, Sudeshna, Alabsi, Haitham, Brenner, Laura N, Jain, Aayushee, Magdamo, Colin, Collens, Sarah I, Ye, Elissa, Keller, Kiana, Boutros, Christine L, Leone, Michael J, Newhouse, Amy, Foy, Brody, Li, Matthew D, Lang, Min, Anahtar, Melis N, Shao, Yu-Ping, Ge, Wendong, Sun, Haoqi, Triant, Virginia A, Kalpathy-Cramer, Jayashree, Higgins, John, Rosand, Jonathan, Robbins, Gregory K, Westover, M Brandon

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Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study by Ge, Wendong, Alabsi, Haitham, Jain, Aayushee, Ye, Elissa, Sun, Haoqi, Fernandes, Marta, Magdamo, Colin, Tesh, Ryan A, Collens, Sarah I, Newhouse, Amy, MVR Moura, Lidia, Zafar, Sahar, Hsu, John, Akeju, Oluwaseun, Robbins, Gregory K, Mukerji, Shibani S, Das, Sudeshna, Westover, M Brandon

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Relation Between Leukocyte Telomere Length and Incident Coronary Heart Disease Events (from the 1995 Canadian Nova Scotia Health Survey) by Ye, Siqin, MD, Shaffer, Jonathan A., PhD, Kang, Min Suk, PhD, Harlapur, Manjunath, MD, Muntner, Paul, PhD, Epel, Elissa, MD, Guernsey, Duane, PhD, Schwartz, Joseph E., PhD, Davidson, Karina W., PhD, Kirkland, Susan, PhD, Honig, Lawrence S., MD, PhD, Shimbo, Daichi, MD

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