Zobrazeno 1 - 10
of 38
pro vyhledávání: '"Jahan C Penny-Dimri"'
Autor:
Roshan Karri, Yi-Ping Phoebe Chen, Aidan J C Burrell, Jahan C Penny-Dimri, Tessa Broadley, Tony Trapani, Adam M Deane, Andrew A Udy, Mark P Plummer, SPRINT-SARI Australia Investigators
Publikováno v:
PLoS ONE, Vol 17, Iss 10, p e0276509 (2022)
Objective(s)To use machine learning (ML) to predict short-term requirements for invasive ventilation in patients with COVID-19 admitted to Australian intensive care units (ICUs).DesignA machine learning study within a national ICU COVID-19 registry i
Externí odkaz:
https://doaj.org/article/f20dd83515bb4b9f8e7f23d448d04e8e
Autor:
Jahan C. Penny-Dimri, Christoph Bergmeir, Christopher M. Reid, Jenni Williams-Spence, Luke A. Perry, Julian A. Smith
Publikováno v:
Frontiers in Cardiovascular Medicine, Vol 10 (2023)
ObjectivesMachine learning (ML) classification tools are known to accurately predict many cardiac surgical outcomes. A novel approach, ML-based survival analysis, remains unstudied for predicting mortality after cardiac surgery. We aimed to benchmark
Externí odkaz:
https://doaj.org/article/effa75fa8f08419190e09bdfbbf158eb
Autor:
Dev Raveendran, Jahan C. Penny-Dimri, Reny Segal, Julian A. Smith, Mark Plummer, Zhengyang Liu, Luke A. Perry
Publikováno v:
Journal of Cardiothoracic Surgery, Vol 17, Iss 1, Pp 1-13 (2022)
Abstract Background Hyperbilirubinemia following cardiac surgery is a common phenomenon and is of emerging interest in prognostic factor research. This systematic review and meta-analysis evaluated the association between post-operative hyperbilirubi
Externí odkaz:
https://doaj.org/article/012998bb0b7d4f07af25aa815083cc2f
Autor:
Jahan C. Penny-Dimri, Christoph Bergmeir, Christopher M. Reid, Jenni Williams-Spence, Andrew D. Cochrane, Julian A. Smith
Publikováno v:
PLoS ONE, Vol 18, Iss 8 (2023)
Machine learning (ML) is increasingly applied to predict adverse postoperative outcomes in cardiac surgery. Commonly used ML models fail to translate to clinical practice due to absent model explainability, limited uncertainty quantification, and no
Externí odkaz:
https://doaj.org/article/252e1402ff084724ba6be8da30456c7c
Autor:
Zhengyang Liu, MD(Distinct), BBiomed, Luke A. Perry, MBBS(Hons), BSc, Jahan C. Penny-Dimri, MBBS(Hons), BHlthSc(Hons), LLB(Hons), Michael Handscombe, MD, BSc, Isabella Overmars, BSc, Mark Plummer, MBBS, PhD, FCICM, Reny Segal, MBChB, FANZCA, Julian A. Smith, MBBS, MS, MSurgEd, FRACS, FCSANZ, FFSTRCSEd, FAICD
Publikováno v:
Transplantation Direct, Vol 8, Iss 1, p e1261 (2022)
Background. Cardiac troponin is a highly specific and widely available marker of myocardial injury, and elevations in cardiac transplant donors may influence donor selection. We aimed to investigate whether elevated donor troponin has a role as a pro
Externí odkaz:
https://doaj.org/article/19675d94fc994fa196cefb790102c0f2
Autor:
Calvin M. Fletcher, Jake V. Hinton, Zhongyue Xing, Luke A. Perry, Alexandra Karamesinis, Jenny Shi, Jahan C. Penny-Dimri, Dhruvesh Ramson, Zhengyang Liu, Julian A. Smith, Reny Segal, Tim G. Coulson, Rinaldo Bellomo
Publikováno v:
Journal of Cardiothoracic and Vascular Anesthesia. 37:528-538
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c6a5b4d10e5321c5a062d8da73ab16ad
https://doi.org/10.1053/j.jvca.2022.12.009
https://doi.org/10.1053/j.jvca.2022.12.009
Autor:
Jake V. Hinton, Zhongyue Xing, Calvin M. Fletcher, Luke A. Perry, Alexandra Karamesinis, Jenny Shi, Dhruvesh M. Ramson, Jahan C. Penny-Dimri, Zhengyang Liu, Tim G. Coulson, Julian A. Smith, Reny Segal, Rinaldo Bellomo
Publikováno v:
Heart, Lung and Circulation. 32:414-423
The association of cryoprecipitate transfusion with patient outcomes after cardiac surgery is unclear. We aimed to investigate the predictors of, and outcomes associated with postoperative cryoprecipitate transfusion in cardiac surgery patients.We us
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::193916a801ad08dac2f28e3cc344955b
https://doi.org/10.1016/j.hlc.2022.11.007
https://doi.org/10.1016/j.hlc.2022.11.007
Autor:
Angela A. Frentiu, Kevin Mao, Carla Borg Caruana, Dev Raveendran, Luke A. Perry, Jahan C. Penny-Dimri, Dhruvesh M. Ramson, Reny Segal, Rinaldo Bellomo, Julian A. Smith, Zhengyang Liu
Publikováno v:
Journal of Cardiothoracic and Vascular Anesthesia. 37:471-479
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c9e28fa0b2a6dc414e55a62aa05295cc
https://doi.org/10.1053/j.jvca.2022.11.015
https://doi.org/10.1053/j.jvca.2022.11.015
Autor:
Joseph Wheatley, Zhengyang Liu, Joel Loth, Mark P. Plummer, Jahan C. Penny‐Dimri, Reny Segal, Julian Smith, Luke A. Perry
Publikováno v:
Acta Anaesthesiologica Scandinavica. 67:131-141
Patients undergoing cardiac surgery are at significant risk of developing postoperative acute kidney injury (AKI). Neutrophil-lymphocyte ratio (NLR) is a widely available inflammatory biomarker which may be of prognostic value in this setting.We cond
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b5623d40e3169c42fd81851f8741af6c
https://doi.org/10.1111/aas.14170
https://doi.org/10.1111/aas.14170
Autor:
Jacqueline Nguyen Khuong, Zhengyang Liu, Ryan Campbell, Sarah M. Jackson, Carla Borg Caruana, Dhruvesh M. Ramson, Jahan C. Penny-Dimri, Luke A. Perry
Publikováno v:
General Thoracic and Cardiovascular Surgery. 71:12-19
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a60a7d0607b578c4544bd08016f91815
https://doi.org/10.1007/s11748-022-01888-2
https://doi.org/10.1007/s11748-022-01888-2