AzraBihoracMDMS

PubMed

• Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures.
  Yuanfang Ren, Yanjun Li, Tyler J Loftus, Jeremy Balch, Kenneth L Abbott, Matthew M Ruppert, Ziyuan Guan, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Az...> ;Scientific Reports. 2024 Apr 10
• Use of artificial intelligence in critical care: opportunities and obstacles.
  Michael R Pinsky, Leo Celi, Nicoleta J Economou-Zavlanos, Paul Elbers, Suchi Saria, Vincent Liu, Patrick G Lyons, Benjamin Shickel, Patrick Toral, David Tscholl, Arman...> ;Critical Care. 2024 Apr 8
• Sepsis-associated acute kidney injury: recent advances in enrichment strategies, sub-phenotyping and clinical trials.
  Matthieu Legrand, Sean M Bagshaw, Pavan K Bhatraju, Azra Bihorac, Ellen Caniglia, Ashish K Khanna, John A Kellum, Jay Koyner, Michael O Harhay, Fernando G Zampieri, Al...> ;Critical Care. 2024 Mar 21
• Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients.
  Tezcan Ozrazgat-Baslanti, Yuanfang Ren, Esra Adiyeke, Haleh Hashemighouchani, Matthew Ruppert, Shunshun Miao, Tyler Loftus, R W M A Madushani, Elizabeth A Shenkman, Wi...> ;Plos One. 2024 Jan 1
• The dawn of multimodal artificial intelligence in nephrology.
  Benjamin Shickel, Azra Bihorac> ;Nature Reviews. Nephrology. 2024 Feb 1
• Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data.
  Jessica Sena, Sabyasachi Bandyopadhyay, Mohammad Tahsin Mostafiz, Andrea Davidson, Ziyuan Guan, Jesimon Barreto, Tezcan Ozrazgat-Baslanti, Patrick Tighe, Azra Bihorac,...> ;IEEE International Conference on Bioinformatics and Biomedicine Workshops. IEEE International Conference on Bioinformatics and Biomedicine. 2023 Dec 1
• Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records.
  Miguel Contreras, Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Kia Khezeli, Parisa Rashidi, Azra Bih...> ;... IEEE-EMBS International Conference on Biomedical and Health Informatics. IEEE-EMBS International Conference on Biomedical and Health Informatics. 2023 Oct 1
• 2 citations
  Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.
  Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus, Ziyuan Guan, Yuanfang Ren, Gilbert R Upchurch, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac> ;JMIR Medical Informatics. 2023 Aug 24
• 1 citations
  Challenges in Pharmacovigilance: Variability in the Criteria for Determining Drug-Associated Acute Kidney Injury in Retrospective, Observational Studies.
  Nabihah Amatullah, Britney A Stottlemyer, Cole Stevens, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Sandra L Kane-Gill, Zerfas, I., Isabelle Zerfas> ;Nephron. 2023 Jan 1
• 4 citations
  Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup.
  Kianoush B Kashani, Linda Awdishu, Sean M Bagshaw, Erin F Barreto, Rolando Claure-Del Granado, Barbara J Evans, Lui G Forni, Erina Ghosh, Stuart L Goldstein, Sandra L ...> ;Nature Reviews. Nephrology. 2023 Dec 1
• Bilateral renal artery stenosis impacts postoperative complications after major vascular surgery.
  Amanda C Filiberto, Shunshun Miao, Yuanfang Ren, Tezcan Ozrazgat-Baslanti, Sara E Hensley, Christopher R Jacobs, M Libby Weaver, Gilbert R Upchurch Jr, Azra Bihorac, M...> ;Surgery Open Science. 2023 Aug 1
• Persistent Acute Kidney Injury is Associated with Poor Outcomes and Increased Hospital Cost in Vascular Surgery.
  Amanda C Filiberto, Esra Adiyeke, Tezcan Ozrazgat-Baslanti, Christopher R Jacobs, Brian Fazzone, Azra Bihorac, Gilbert R Upchurch Jr, Michol Cooper> ;Annals of Vascular Surgery. 2024 Jan 1
• Clinical Considerations for Patients Experiencing Acute Kidney Injury Following Percutaneous Nephrolithotomy.
  Daniel A Reich, Esra Adiyeke, Tezcan Ozrazgat-Baslanti, Andrew K Rabley, Shahab Bozorgmehri, Azra Bihorac, Vincent G Bird> ;Biomedicines. 2023 Jun 14
• A deep learning-based dynamic model for predicting acute kidney injury risk severity in postoperative patients.
  Esra Adiyeke, Yuanfang Ren, Matthew M Ruppert, Benjamin Shickel, Sandra L Kane-Gill, Raghavan Murugan, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti> ;Surgery. 2023 Sep 1
• 1 citations
  Utilization of the percutaneous left ventricular support as bridge to heart transplantation across the United States: In-depth UNOS database analysis.
  Mohammad A Al-Ani, Chen Bai, Maisara Bledsoe, Mustafa M Ahmed, Juan R Vilaro, Alex M Parker, Juan M Aranda Jr, Eric Jeng, Benjamin Shickel, Azra Bihorac, Giles J Peek,...> ;The Journal of Heart and Lung Transplantation. 2023 Nov 1
• Resource use for cholecystectomy with versus without cholangiography: A multicenter, propensity-matched analysis.
  Amanda C Filiberto, Molly Q Nyren, Patrick W Underwood, Jeremy A Balch, Kenneth L Abbott, Philip A Efron, George A Sarosi Jr, Azra Bihorac, Gilbert R Upchurch Jr, Tyle...> ;Surgery. 2023 Aug 1
• 1 citations
  Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System.
  Tyler J Loftus, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Jeremy A Balch, Die Hu, Adnan Javed, Firas Madbak, David J Skarupa, Faheem Guirgis, Phil...> ;Journal of the American College of Surgeons. 2023 Feb 1
• 1 citations
  Reinforcement Learning for Clinical Applications.
  Kia Khezeli, Scott Siegel, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Parisa Rashidi> ;Clinical Journal of the American Society of Nephrology. 2023 Apr 1
• 1 citations
  Digital Health Transformers and Opportunities for Artificial Intelligence-Enabled Nephrology.
  Benjamin Shickel, Tyler J Loftus, Yuanfang Ren, Parisa Rashidi, Azra Bihorac, Tezcan Ozrazgat-Baslanti> ;Clinical Journal of the American Society of Nephrology. 2023 Apr 1
• 1 citations
  Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks.
  Benjamin Shickel, Tyler J Loftus, Matthew Ruppert, Gilbert R Upchurch Jr, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac> ;Scientific Reports. 2023 Jan 21
• Building an automated, machine learning-enabled platform for predicting post-operative complications.
  Jeremy A Balch, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Patrick J Tighe, Philip A Efron, Gilbert R Upchurch, Parisa Rashidi, Azra Bihorac, Tyler...> ;Physiological Measurement. 2023 Feb 9
• Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review.
  Mohammad A Al-Ani, Chen Bai, Amal Hashky, Alex M Parker, Juan R Vilaro, Juan M Aranda Jr, Benjamin Shickel, Parisa Rashidi, Azra Bihorac, Mustafa M Ahmed, Mamoun T Mar...> ;Frontiers in Cardiovascular Medicine. 2023 Jan 1
• 3 citations
  Predictive Modeling for Readmission to Intensive Care: A Systematic Review.
  Matthew M Ruppert, Tyler J Loftus, Coulter Small, Han Li, Tezcan Ozrazgat-Baslanti, Reed Holmes, Patrick J Tighe, Gilbert R Upchurch Jr, Philip A Efron, Parisa Rashidi...> ;Critical Care Explorations. 2023 Jan 1
• 4 citations
  Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration.
  Oliver J Monfredi, Christopher C Moore, Brynne A Sullivan, Jessica Keim-Malpass, Karen D Fairchild, Tyler J Loftus, Azra Bihorac, Katherine N Krahn, Artur Dubrawski, D...> ;Journal of Electrocardiology. 2022 Nov 2
• 6 citations
  Mild-to-moderate hypertension and apolipoprotein E gene polymorphism.
  Turgay Isbir, A Bihorac, Emel Akoglu> ;American Journal of Hypertension. 1997 Jul 1
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