Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks von Zhang, Linda, Fabbri, Daniel, Upender, Raghu, Kent, David

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Next generation of electronic medical record search engines to support chart reviews: A systematic user study and future research direction von Ye, Cheng, Fabbri, Daniel

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Development of a machine learning model to predict intraoperative transfusion and guide type and screen ordering von Zapf, Matthew A.C., Fabbri, Daniel V., Andrews, Jennifer, Li, Gen, Freundlich, Robert E., Al-Droubi, Samer, Wanderer, Jonathan P.

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A comparison of rule-based and machine learning approaches for classifying patient portal messages von Cronin, Robert M., Fabbri, Daniel, Denny, Joshua C., Rosenbloom, S. Trent, Jackson, Gretchen Purcell

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A Scalable Framework to Detect Personal Health Mentions on Twitter von Yin, Zhijun, Fabbri, Daniel, Rosenbloom, S Trent, Malin, Bradley

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Leveraging medical context to recommend semantically similar terms for chart reviews von Ye, Cheng, Malin, Bradley A., Fabbri, Daniel

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Visualization of aggregate perioperative data improves anesthesia case planning: A randomized, cross-over trial von Wanderer, Jonathan P., Lasko, Thomas A., Coco, Joseph R., Fowler, Leslie C., McEvoy, Matthew D., Feng, Xiaoke, Shotwell, Matthew S., Li, Gen, Gelfand, Brian J., Novak, Laurie L., Owens, David A., Fabbri, Daniel V.

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Scalable incident detection via natural language processing and probabilistic language models von Walsh, Colin G., Wilimitis, Drew, Chen, Qingxia, Wright, Aileen, Kolli, Jhansi, Robinson, Katelyn, Ripperger, Michael A., Johnson, Kevin B., Carrell, David, Desai, Rishi J., Mosholder, Andrew, Dharmarajan, Sai, Adimadhyam, Sruthi, Fabbri, Daniel, Stojanovic, Danijela, Matheny, Michael E., Bejan, Cosmin A.

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Complexity of Medical Decision-Making in Care Provided by Surgeons Through Patient Portals von Robinson, Jamie R., MD, Valentine, Alissa, Carney, Cathy, BS, Fabbri, Daniel, PhD, Jackson, Gretchen P., MD, PhD

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Delirium Variability is Influenced by the Sound Environment (DEVISE Study): How Changes in the Intensive Care Unit soundscape affect delirium incidence von Sangari, Ayush, Emhardt, Elizabeth A., Salas, Barbara, Avery, Andrew, Freundlich, Robert E., Fabbri, Daniel, Shotwell, Matthew S., Schlesinger, Joseph J.

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Use of noisy labels as weak learners to identify incompletely ascertainable outcomes: A Feasibility study with opioid-induced respiratory depression von Jeffery, Alvin D., Fabbri, Daniel, Reeves, Ruth M., Matheny, Michael E.

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Single-dose oral dexamethasone is effective in preventing relapse after acute asthma exacerbations von Watnick, Caroline S., MD, FAAP, Fabbri, Daniel, PhD, Arnold, Donald H., MD, MPH

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Feasibility and Short-Term Effects of a Multi-Component Emergency Department Blood Pressure Intervention: A Pilot Randomized Trial von Spieker, Andrew J, Nelson, Lyndsay A, Rothman, Russell L, Roumie, Christianne L, Kripalani, Sunil, Coco, Joseph, Fabbri, Daniel, Levy, Phillip, Collins, Sean P, Wang, Tommy, Liu, Dandan, McNaughton, Candace D

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Crowdsourcing Skin Demarcations of Chronic Graft-Versus-Host Disease in Patient Photographs: Training Versus Performance Study von McNeil, Andrew J, Parks, Kelsey, Liu, Xiaoqi, Jiang, Bohan, Coco, Joseph, McCool, Kira, Fabbri, Daniel, Duhaime, Erik P, Dawant, Benoit M, Tkaczyk, Eric R

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Association of Elevated Blood Pressure in the Emergency Department With Chronically Elevated Blood Pressure von Poon, Sabrina J., Roumie, Christianne L., O'Shea, Colin J., Fabbri, Daniel, Coco, Joseph R., Collins, Sean P., Levy, Phillip D., McNaughton, Candace D.

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Extracting similar terms from multiple EMR-based semantic embeddings to support chart reviews von Ye, Cheng, Fabbri, Daniel

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Semi-Automated Data Curation from Biomedical Literature von Rahman, Protiva, Fabbri, Daniel

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Patient Stratification Using Electronic Health Records from a Chronic Disease Management Program von Chen, Robert, Sun, Jimeng, Dittus, Robert S., Fabbri, Daniel, Kirby, Jacqueline, Laffer, Cheryl L., McNaughton, Candace D., Malin, Bradley

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Schedule-based metrics for the evaluation of clinic performance and potential recovery of cancelled appointments von Monahan, Ken, Fabbri, Daniel

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Semi-Automated Data Curation from Biomedical Literature von Rahman, Protiva, Fabbri, Daniel

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