Methods for Phenotyping Adult Patients in Sepsis and Septic Shock: A Scoping Review by Li, Han, Markal, Asena, Balch, Jeremy A, Loftus, Tyler J, Efron, Philip A, Ozrazgat-Baslanti, Tezcan, Bihorac, Azra

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Commentary: Machine learning in clinical decision-making by Filiberto, Amanda C., Donoho, Daniel A., Leeds, Ira L., Loftus, Tyler J.

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From bench to bedside: Pursuing equity in precision medicine approaches to pancreatic cancer care by Herremans, Kelly M, Riner, Andrea N, Charles, Angel M, Balch, Jeremy A, Vudatha, Vignesh, Freudenberger, Devon C, Nassour, Ibrahim, Hughes, Steven J, Trevino, Jose G, Loftus, Tyler J

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Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room by Balch, Jeremy A, Loftus, Tyler J, Efron, Philip A, Mohr, Alicia M, Upchurch, Jr, Gilbert R, Smith, R Stephen

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The post-septic peripheral myeloid compartment reveals unexpected diversity in myeloid-derived suppressor cells by Barrios, Evan L, Leary, Jack R, Darden, Dijoia B, Rincon, Jaimar C, Willis, Micah, Polcz, Valerie E, Gillies, Gwendolyn S, Munley, Jennifer A, Dirain, Marvin L, Ungaro, Ricardo, Nacionales, Dina C, Gauthier, Marie-Pierre L, Larson, Shawn D, Morel, Laurence, Loftus, Tyler J, Mohr, Alicia M, Maile, Robert, Kladde, Michael P, Mathews, Clayton E, Brusko, Maigan A, Brusko, Todd M, Moldawer, Lyle L, Bacher, Rhonda, Efron, Philip A

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Electronic Health Record Data Quality and Performance Assessments: Scoping Review by Penev, Yordan P, Buchanan, Timothy R, Ruppert, Matthew M, Liu, Michelle, Shekouhi, Ramin, Guan, Ziyuan, Balch, Jeremy, Ozrazgat-Baslanti, Tezcan, Shickel, Benjamin, Loftus, Tyler J, Bihorac, Azra

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Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor by Balch, Jeremy A, Chatham, A Hayes, Hong, Philip K W, Manganiello, Lauren, Baskaran, Naveen, Bihorac, Azra, Shickel, Benjamin, Moseley, Ray E, Loftus, Tyler J

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EARLY DIFFERENTIATION BETWEEN SEPSIS AND STERILE INFLAMMATION VIA URINARY GENE SIGNATURES OF METABOLIC DYSREGULATION by Bandyopadhyay, Sabyasachi, Loftus, Tyler J., Peng, Ying-Chih, Lopez, Maria-Cecilia, Baker, Henry V., Segal, Mark S., Graim, Kiley, Ozrazgat-Baslanti, Tezcan, Rashidi, Parisa, Bihorac, Azra

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Response to Er and Tez: the use of artificial neural networks in medical prognostication by Loftus, Tyler J., Jordan, Janeen R.

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The Postinjury Inflammatory State and the Bone Marrow Response to Anemia by Loftus, Tyler J, Mira, Juan C, Miller, Elizabeth S, Kannan, Kolenkode B, Plazas, Jessica M, Delitto, Daniel, Stortz, Julie A, Hagen, Jennifer E, Parvataneni, Hari K, Sadasivan, Kalia K, Brakenridge, Scott C, Moore, Frederick A, Moldawer, Lyle L, Efron, Philip A, Mohr, Alicia M

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Are we ready for "green surgery" to promote environmental sustainability in the operating room? Results from the WSES STAR investigation by Dal Mas, Francesca, Cobianchi, Lorenzo, Piccolo, Daniele, Balch, Jeremy, Biancuzzi, Helena, Biffl, Walter L, Campostrini, Stefano, Cicuttin, Enrico, Coccolini, Federico, Damaskos, Dimitris, Filiberto, Amanda C, Filisetti, Claudia, Fraga, Gustavo, Frassini, Simone, Fugazzola, Paola, Hardcastle, Timothy, Kaafarani, Haytham M, Kluger, Yoran, Massaro, Maurizio, Martellucci, Jacopo, Moore, Ernest, Ruta, Federico, Sartelli, Massimo, Stahel, Philip F, Velmahos, George, Weber, Dieter G, Catena, Fausto, Loftus, Tyler J, Ansaloni, Luca

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Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration by Monfredi, Oliver J., Moore, Christopher C., Sullivan, Brynne A., Keim-Malpass, Jessica, Fairchild, Karen D., Loftus, Tyler J., Bihorac, Azra, Krahn, Katherine N., Dubrawski, Artur, Lake, Douglas E., Moorman, J. Randall, Clermont, Gilles

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Unique lymphocyte transcriptomic profiles in septic patients with chronic critical illness by Barrios, Evan L, Balzano-Nogueira, Leandro, Polcz, Valerie E, Rodhouse, Christine, Leary, Jack R, Darden, Dijoia B, Rincon, Jaimar C, Dirain, Marvin L, Ungaro, Ricardo, Nacionales, Dina C, Larson, Shawn D, Sharma, Ashish, Upchurch, Gilburt, Wallet, Shannon M, Brusko, Todd M, Loftus, Tyler J, Mohr, Alicia M, Maile, Robert, Bacher, Rhonda, Cai, Guoshuai, Kladde, Michael P, Mathews, Clayton E, Moldawer, Lyle L, Brusko, Maigan A, Efron, Philip A

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The role of bone marrow microRNA (miR) in erythropoietic dysfunction after severe trauma by Apple, Camille G., Miller, Elizabeth S., Kannan, Kolenkode B., Stortz, Julie A., Loftus, Tyler J., Lopez, Maria Cecilia, Parvataneni, Hari K., Patrick, Matthew, Hagen, Jennifer E., Baker, Henry V., Efron, Philip A., Mohr, Alicia M.

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Neural network prediction of severe lower intestinal bleeding and the need for surgical intervention by Loftus, Tyler J., MD, Brakenridge, Scott C., MD, MSCS, Croft, Chasen A., MD, FACS, Smith, R. Stephen, MD, FACS, Efron, Philip A., MD, FACS, FCCM, Moore, Frederick A., MD, FACS, MCCM, Mohr, Alicia M., MD, FACS, FCCM, Jordan, Janeen R., MD, FACS

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Successful nonoperative management of uncomplicated appendicitis: predictors and outcomes by Loftus, Tyler J., Brakenridge, Scott C., Croft, Chasen A., Stephen Smith, R., Efron, Philip A., Moore, Frederick A., Mohr, Alicia M., Jordan, Janeen R.

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Editorial: Machine Learning in Clinical Decision-Making by Filiberto, Amanda C., Leeds, Ira L., Loftus, Tyler J.

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Building an automated, machine learning-enabled platform for predicting post-operative complications by Balch, Jeremy A, Ruppert, Matthew M, Shickel, Benjamin, Ozrazgat-Baslanti, Tezcan, Tighe, Patrick J, Efron, Philip A, Upchurch, Gilbert R, Rashidi, Parisa, Bihorac, Azra, Loftus, Tyler J

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Impact of Injury Severity on the Inflammatory State and Severe Anemia by Apple, Camille G., Miller, Elizabeth S., Loftus, Tyler J., Kannan, Kolenkode B., Parvataneni, Hari K., Hagen, Jennifer E., Efron, Philip A., Mohr, Alicia M.

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Prognostic Value of Clinical vs Pathologic Stage in Rectal Cancer Patients Receiving Neoadjuvant Therapy by Delitto, Daniel, George, Jr, Thomas J, Loftus, Tyler J, Qiu, Peihua, Chang, George J, Allegra, Carmen J, Hall, William A, Hughes, Steven J, Tan, Sanda A, Shaw, Christiana M, Iqbal, Atif

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