Gamification for Machine Learning in Surgical Patient Engagement

por Balch, Jeremy A., Efron, Philip A., Bihorac, Azra, Loftus, Tyler J.
Publicado 2022

Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room

por Balch, Jeremy A., Loftus, Tyler J., Efron, Philip A., Mohr, Alicia M., Upchurch, Gilbert R., Smith, R. Stephen
Publicado 2023

Methods for Phenotyping Adult Patients in Sepsis and Septic Shock: A Scoping Review

por Li, Han, Markal, Asena, Balch, Jeremy A., Loftus, Tyler J., Efron, Philip A., Ozrazgat-Baslanti, Tezcan, Bihorac, Azra
Publicado 2022

Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room

por Balch, Jeremy A., Loftus, Tyler J., Efron, Philip A., Mohr, Alicia M., Upchurch, Gilbert R., Smith, R. Stephen
Publicado 2023

Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review

por Balch, Jeremy A, Ruppert, Matthew M, Loftus, Tyler J, Guan, Ziyuan, Ren, Yuanfang, Upchurch, Gilbert R, Ozrazgat-Baslanti, Tezcan, Rashidi, Parisa, Bihorac, Azra
Publicado 2023

Machine Learning Applications in Solid Organ Transplantation and Related Complications

por Balch, Jeremy A., Delitto, Daniel, Tighe, Patrick J., Zarrinpar, Ali, Efron, Philip A., Rashidi, Parisa, Upchurch, Gilbert R., Bihorac, Azra, Loftus, Tyler J.
Publicado 2021

Defining critical illness using immunological endotypes in patients with and without of sepsis: A cohort study

por Balch, Jeremy A., Chen, Uan-I, Liesenfeld, Oliver, Starostik, Petr, Loftus, Tyler J., Efron, Philip A., Brakenridge, Scott C., Sweeney, Timothy E., Moldawer, Lyle L.
Publicado 2023

Defining critical illness using immunological endotypes in patients with and without sepsis: a cohort study

por Balch, Jeremy A., Chen, Uan-I, Liesenfeld, Oliver, Starostik, Petr, Loftus, Tyler J., Efron, Philip A., Brakenridge, Scott C., Sweeney, Timothy E., Moldawer, Lyle L.
Publicado 2023

Building an automated, machine learning-enabled platform for predicting post-operative complications

por 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
Publicado 2023

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity

por Loftus, Tyler J., Ruppert, Matthew M., Ozrazgat-Baslanti, Tezcan, Balch, Jeremy A., Efron, Philip A., Tighe, Patrick J., Hogan, William R., Rashidi, Parisa, Upchurch, Gilbert R., Bihorac, Azra
Publicado 2021

Federated learning for preserving data privacy in collaborative healthcare research

por Loftus, Tyler J, Ruppert, Matthew M, Shickel, Benjamin, Ozrazgat-Baslanti, Tezcan, Balch, Jeremy A, Efron, Philip A, Upchurch, Gilbert R, Rashidi, Parisa, Tignanelli, Christopher, Bian, Jiang, Bihorac, Azra
Publicado 2022

From bench to bedside: Pursuing equity in precision medicine approaches to pancreatic cancer care

por 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.
Publicado 2022

Uncertainty-aware deep learning in healthcare: A scoping review

por Loftus, Tyler J., Shickel, Benjamin, Ruppert, Matthew M., Balch, Jeremy A., Ozrazgat-Baslanti, Tezcan, Tighe, Patrick J., Efron, Philip A., Hogan, William R., Rashidi, Parisa, Upchurch, Gilbert R., Bihorac, Azra
Publicado 2022

Predictive Modeling for Readmission to Intensive Care: A Systematic Review

por Ruppert, Matthew M., Loftus, Tyler J., Small, Coulter, Li, Han, Ozrazgat-Baslanti, Tezcan, Balch, Jeremy, Holmes, Reed, Tighe, Patrick J., Upchurch, Gilbert R., Efron, Philip A., Rashidi, Parisa, Bihorac, Azra
Publicado 2023

Surgical resident experience with common bile duct exploration and assessment of performance and autonomy with formative feedback

por Nyren, Molly Q., Filiberto, Amanda C., Underwood, Patrick W., Abbott, Kenneth L., Balch, Jeremy A., Mas, Francesca Dal, Cobianchi, Lorenzo, Efron, Philip A., George, Brian C., Shickel, Benjamin, Upchurch, Gilbert R., Sarosi, George A., Loftus, Tyler J.
Publicado 2023

Phenotype clustering in health care: A narrative review for clinicians

por Loftus, Tyler J., Shickel, Benjamin, Balch, Jeremy A., Tighe, Patrick J., Abbott, Kenneth L., Fazzone, Brian, Anderson, Erik M., Rozowsky, Jared, Ozrazgat-Baslanti, Tezcan, Ren, Yuanfang, Berceli, Scott A., Hogan, William R., Efron, Philip A., Moorman, J. Randall, Rashidi, Parisa, Upchurch, Gilbert R., Bihorac, Azra
Publicado 2022

Correction: Surgeons’ perspectives on artificial intelligence to support clinical decision-making in trauma and emergency contexts: results from an international survey

por Cobianchi, Lorenzo, Piccolo, Daniele, Dal Mas, Francesca, Agnoletti, Vanni, Ansaloni, Luca, Balch, Jeremy, Biffl, Walter, Butturini, Giovanni, Catena, Fausto, Coccolini, Federico, Denicolai, Stefano, De Simone, Belinda, Frigerio, Isabella, Fugazzola, Paola, Marseglia, Gianluigi, Marseglia, Giuseppe Roberto, Martellucci, Jacopo, Modenese, Mirko, Previtali, Pietro, Ruta, Federico, Venturi, Alessandro, Kaafarani, Haytham M., Loftus, Tyler J.
Publicado 2023

Surgeons’ perspectives on artificial intelligence to support clinical decision-making in trauma and emergency contexts: results from an international survey

por Cobianchi, Lorenzo, Piccolo, Daniele, Dal Mas, Francesca, Agnoletti, Vanni, Ansaloni, Luca, Balch, Jeremy, Biffl, Walter, Butturini, Giovanni, Catena, Fausto, Coccolini, Federico, Denicolai, Stefano, De Simone, Belinda, Frigerio, Isabella, Fugazzola, Paola, Marseglia, Gianluigi, Marseglia, Giuseppe Roberto, Martellucci, Jacopo, Modenese, Mirko, Previtali, Pietro, Ruta, Federico, Venturi, Alessandro, Kaafarani, Haytham M., Loftus, Tyler J.
Publicado 2023