Implementing AI models for prognostic predictions in high-risk burn patients

CC Yeh, YS Lin, CC Chen, CF Liu - Diagnostics, 2023 - mdpi.com
Background and Objectives: Burn injuries range from minor medical issues to severe, life-
threatening conditions. The severity and location of the burn dictate its treatment; while …

Machine learning links different gene patterns of viral infection to immunosuppression and immune-related biomarkers in severe burns

P Wang, Z Zhang, R Lin, J Lin, J Liu, X Zhou… - Frontiers in …, 2022 - frontiersin.org
Introduction Viral infection, typically disregarded, has a significant role in burns. However,
there is still a lack of biomarkers and immunotherapy targets related to viral infections in …

[HTML][HTML] Fluid resuscitation based on pulse contour cardiac output monitoring is associated with improved prognosis in adult severe burn patients: a retrospective …

Y Zhu, M Yang, L Ding, G Chu… - Annals of Palliative …, 2021 - apm.amegroups.org
Background: A monitoring method is needed to further guide fluid resuscitation in severe
burn injury. This study was performed to investigate the effects of pulse contour cardiac …

Aberrant inflammatory responses in intoxicated burn-injured patients parallel impaired cognitive function

K Choy, KU Dyamenahalli, S Khair, KL Colborn… - Alcohol, 2023 - Elsevier
Burn-injured patients with alcohol use disorder (AUD) have increased morbidity and
mortality compared to alcohol-abstaining individuals with similar injuries. It is hypothesized …

三种评分预测严重烧伤患者死亡风险的对比研究

谢志勤, 郭光华, 杨珍, 易含笑, 王水连… - 中华烧伤与创面 …, 2022 - zhsszz.xml-journal.net
目的探讨改良Baux 评分, 比利时烧伤预后评分, Ryan 评分对严重烧伤患者死亡风险的预测价值,
并进行对比研究. 方法采用回顾性病例系列研究方法. 2018 年2 月—2019 年11 月 …

Differences by age in the obesity paradox in severe burns

JC Lin, JJ Zheng, GH Wu, ZH Chen, XD Chen, Q Jiang - Burns, 2022 - Elsevier
Background Many studies show a “obesity paradox”, which seems to protect against death.
Whether an obesity paradox space is present in severe burn patients remains a matter of …

The association between body mass index and physical function in adult burn survivors: A burn model system national database study

A Palackic, VG Rontoyanni, J Kleinhapl… - Burns, 2024 - Elsevier
Introduction An area of rehabilitation research in burns is the impact of co-morbidities on
disease trajectory. Obesity is a comorbidity of increasing public health concern, but its role …

Burn Injury in Obesity: Examination of the Burn Care Quality Platform's (BCQP) Available Data on Obese Patients to Determine Burn Related Outcomes

EJ Kelly, SK Mathew, BC Carney, LT Moffatt, JW Shupp… - Burns, 2024 - Elsevier
Introduction Literature examining the impact of obesity in burn injury remains mixed.
Previous examination of the National Burn Repository, now the BCQP, in obesity-related …

Impact of elevated body mass index on burn injury–associated mortality in a representative US sample

CS Dhanasekara, TJ Cole, J Bayouth, C Shaw… - Surgery, 2023 - Elsevier
Background The impact of obesity on burn-related mortality is inconsistent and incongruent;
despite being a risk factor for numerous comorbidities that would be expected to increase …

Comparative study of three scores in predicting the death risk of severe burn patients

ZQ Xie, GH Guo, Z Yang, SL Yi, XR Wang… - … Shao Shang za zhi …, 2022 - europepmc.org
Objective: To explore the predictive values of the modified Baux score, Belgian Outcome in
Burn Injury score, and Ryan score on the death risk of severe burn patients. Methods: A …