[HTML][HTML] Machine learning in the prediction of trauma outcomes: a systematic review
Study objective Machine learning models carry unique potential as decision-making aids
and prediction tools for improving patient care. Traumatically injured patients provide a …
and prediction tools for improving patient care. Traumatically injured patients provide a …
Machine learning and artificial intelligence for surgical decision making
Background: The use of machine learning (ML) and artificial intelligence (AI) in medical
research continues to grow as the amount and availability of clinical data expands. These …
research continues to grow as the amount and availability of clinical data expands. These …
[HTML][HTML] An evidential reasoning rule based feature selection for improving trauma outcome prediction
Various demographic and medical factors can be linked to severe deterioration of patients
suffering from traumatic injuries. Accurate identification of the most relevant variables is …
suffering from traumatic injuries. Accurate identification of the most relevant variables is …
[HTML][HTML] Association between smoking and COVID-19 severity: A multicentre retrospective observational study
Y He, Y He, Q Hu, S Yang, J Li, Y Liu, J Hu - Medicine, 2022 - journals.lww.com
The relationship between smoking and coronavirus disease 2019 (COVID-19) severity
remains unclear. This study aimed to investigate the effect of smoking status (current …
remains unclear. This study aimed to investigate the effect of smoking status (current …
Novel molecular subtyping scheme based on in silico analysis of cuproptosis regulator gene patterns optimizes survival prediction and treatment of hepatocellular …
H Jiang, H Chen, Y Wang, Y Qian - Journal of Clinical Medicine, 2023 - mdpi.com
Background: The liver plays an important role in maintaining copper homeostasis. Copper
ion accumulation was elevated in HCC tissue samples. Copper homeostasis is implicated in …
ion accumulation was elevated in HCC tissue samples. Copper homeostasis is implicated in …
A new time-window prediction model for traumatic hemorrhagic shock based on interpretable machine learning
Y Zhao, L Jia, R Jia, H Han, C Feng, X Li, Z Wei… - Shock, 2022 - journals.lww.com
Early warning prediction of traumatic hemorrhagic shock (THS) can greatly reduce patient
mortality and morbidity. We aimed to develop and validate models with different stepped …
mortality and morbidity. We aimed to develop and validate models with different stepped …
[HTML][HTML] Combined application of inflammation-related biomarkers to predict postoperative complications of rectal cancer patients: a retrospective study by machine …
K Wang, Y Tang, F Zhang, X Guo, L Gao - Langenbeck's Archives of …, 2023 - Springer
Background Postoperative complications in patients of rectal cancer pose challenges to
postoperative recovery. Accurately predicting these complications is crucial for developing …
postoperative recovery. Accurately predicting these complications is crucial for developing …
Risk factors for abdominal surgical site infection after exploratory laparotomy among combat casualties
JD Bozzay, PF Walker, DW Schechtman… - Journal of Trauma …, 2021 - journals.lww.com
BACKGROUND Surgical site infections (SSIs) are well-recognized complications after
exploratory laparotomy for abdominal trauma; however, little is known about SSI …
exploratory laparotomy for abdominal trauma; however, little is known about SSI …
Artificial intelligence in healthcare: Algorithms and decision support systems
SP Rajan, M Paranthaman - Smart Systems for Industrial …, 2022 - Wiley Online Library
The purpose of this chapter is to discuss the role of Artificial Intelligence (AI) in medical
platform, especially to create a device that performs the same as a human organ does. We …
platform, especially to create a device that performs the same as a human organ does. We …
Viral micro-RNAs are detected in the early systemic response to injury and are associated with outcomes in polytrauma patients
D Vicente, SA Schobel, S Anfossi… - Critical care …, 2022 - journals.lww.com
OBJECTIVES: To evaluate early activation of latent viruses in polytrauma patients and
consider prognostic value of viral micro-RNAs in these patients. DESIGN: This was a subset …
consider prognostic value of viral micro-RNAs in these patients. DESIGN: This was a subset …