Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU

por Shickel, Benjamin, Davoudi, Anis, Ozrazgat-Baslanti, Tezcan, Ruppert, Matthew, Bihorac, Azra, Rashidi, Parisa
Publicado 2021

Cardiovascular and Renal Disease in Chronic Critical Illness

por Loftus, Tyler J., Filiberto, Amanda C., Ozrazgat-Baslanti, Tezcan, Gopal, Saraswathi, Bihorac, Azra
Publicado 2021

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning

por Shickel, Benjamin, Loftus, Tyler J., Adhikari, Lasith, Ozrazgat-Baslanti, Tezcan, Bihorac, Azra, Rashidi, Parisa
Publicado 2019

Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis

por Adiyeke, Esra, Ren, Yuanfang, Guan, Ziyuan, Ruppert, Matthew M., Rashidi, Parisa, Bihorac, Azra, Ozrazgat-Baslanti, Tezcan
Publicado 2023

Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications

por Thottakkara, Paul, Ozrazgat-Baslanti, Tezcan, Hupf, Bradley B., Rashidi, Parisa, Pardalos, Panos, Momcilovic, Petar, Bihorac, Azra
Publicado 2016

Opioid Safety and Concomitant Benzodiazepine Use in End-Stage Renal Disease Patients

por Ruchi, Rupam, Bozorgmehri, Shahab, Ozrazgat-Baslanti, Tezcan, Segal, Mark S, Shukla, Ashutosh M, Mohandas, Rajesh, Kumar, Sanjeev
Publicado 2019

Improving the Intensive Care Patient Experience With Virtual Reality—A Feasibility Study

por Ong, Triton L., Ruppert, Matthew M., Akbar, Maisha, Rashidi, Parisa, Ozrazgat-Baslanti, Tezcan, Bihorac, Azra, Suvajdzic, Marko
Publicado 2020

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks

por Shickel, Benjamin, Loftus, Tyler J., Ruppert, Matthew, Upchurch, Gilbert R., Ozrazgat-Baslanti, Tezcan, Rashidi, Parisa, Bihorac, Azra
Publicado 2023

Clinical Considerations for Patients Experiencing Acute Kidney Injury Following Percutaneous Nephrolithotomy

por Reich, Daniel A., Adiyeke, Esra, Ozrazgat-Baslanti, Tezcan, Rabley, Andrew K., Bozorgmehri, Shahab, Bihorac, Azra, Bird, Vincent G.
Publicado 2023

What do the US advanced kidney disease patients want? Comprehensive pre-ESRD Patient Education (CPE) and choice of dialysis modality

por Shukla, Ashutosh M., Hinkamp, Colin, Segal, Emma, Ozrazgat Baslanti, Tezcan, Martinez, Teri, Thomas, Michelle, Ramamoorthy, Ramya, Bozorgmehri, Shahab
Publicado 2019

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

The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review

por Cupka, Julie S, Hashemighouchani, Haleh, Lipori, Jessica, Ruppert, Matthew M., Bhaskar, Ria, Ozrazgat-Baslanti, Tezcan, Rashidi, Parisa, Bihorac, Azra
Publicado 2022

Insurance Status Is Associated with Treatment Allocation and Outcomes after Subarachnoid Hemorrhage

por Hobson, Charles, Dortch, John, Ozrazgat Baslanti, Tezcan, Layon, Daniel R., Roche, Alina, Rioux, Alison, Harman, Jeffrey S., Fahy, Brenda, Bihorac, Azra
Publicado 2014

ICU Delirium-Prediction Models: A Systematic Review

por Ruppert, Matthew M., Lipori, Jessica, Patel, Sandip, Ingersent, Elizabeth, Cupka, Julie, Ozrazgat-Baslanti, Tezcan, Loftus, Tyler, Rashidi, Parisa, Bihorac, Azra
Publicado 2020

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks

por Shickel, Benjamin, Silva, Brandon, Ozrazgat-Baslanti, Tezcan, Ren, Yuanfang, Khezeli, Kia, Guan, Ziyuan, Tighe, Patrick J., Bihorac, Azra, Rashidi, Parisa
Publicado 2022

Cardiovascular death and progression to end‐stage renal disease after major surgery in elderly patients

por Lysak, N., Hashemighouchani, H., Davoudi, A., Pourafshar, N., Loftus, T. J., Ruppert, M., Efron, P. A., Rashidi, P., Bihorac, A., Ozrazgat‐Baslanti, T.
Publicado 2019

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

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning

por Davoudi, Anis, Malhotra, Kumar Rohit, Shickel, Benjamin, Siegel, Scott, Williams, Seth, Ruppert, Matthew, Bihorac, Emel, Ozrazgat-Baslanti, Tezcan, Tighe, Patrick J., Bihorac, Azra, Rashidi, Parisa
Publicado 2019

EARLY DIFFERENTIATION BETWEEN SEPSIS AND STERILE INFLAMMATION VIA URINARY GENE SIGNATURES OF METABOLIC DYSREGULATION

por 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
Publicado 2022

Correlating Deep Learning-Based Automated Reference Kidney Histomorphometry with Patient Demographics and Creatinine

por Ginley, Brandon, Lucarelli, Nicholas, Zee, Jarcy, Jain, Sanjay, Han, Seung Sook, Rodrigues, Luis, Ozrazgat-Baslanti, Tezcan, Wong, Michelle L., Nadkarni, Girish, Jen, Kuang-Yu, Sarder, Pinaki
Publicado 2023