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References from Development and validation of an automatic machine learning-based myocardial contusion prediction model in rib fracture patients: a retrospective multicenter cohort study. Local targets link to admitted publications; unresolved targets remain external evidence.
Trends of hospitalizations and in-hospital outcomes for traumatic cardiac injury in United States
10.17161/kjm.vol17.21442 · 2024 · External reference
Blunt cardiac injury: a single-center 15-year experience
10.1177/000313482008600432 · 2020 · External reference
Diagnostic approach for myocardial contusion: a retrospective evaluation of patient data and review of the literature
10.1007/s00068-020-01305-4 · 2021 · External reference
Blunt cardiac injury: emergency department diagnosis and management
2019 · External reference
Evaluating the utility of high sensitivity troponin in blunt cardiac injury
10.1016/j.jss.2022.08.030 · 2023 · External reference
The role of troponin in blunt cardiac injury after multiple trauma in humans
10.1007/s00268-016-3650-7 · 2017 · External reference
National risk factors for blunt cardiac injury: hemopneumothorax is the strongest predictor
10.1016/j.amjsurg.2018.07043 · 2019 · External reference
Cardiac magnetic resonance imaging in suspected blunt cardiac injury: a prospective, pilot, cohort study
10.1016/j.injury.2017.02.025 · 2017 · External reference
Imaging in blunt cardiac injury: computed tomographic findings in cardiac contusion and associated injuries
10.1016/j.injury.2015.11.008 · 2016 · External reference
Accuracy of diagnostic tests in cardiac injury after blunt chest trauma: a systematic review and meta-analysis
10.1186/s13017-023-00504-9 · 2023 · External reference
Risk factors and outcomes in pediatric blunt cardiac injuries
10.1007/s00383-023-05478-y · 2023 · External reference
Blunt cardiac injury in the severely injured-a retrospective multicentre study
10.1371/journal.pone.0131362 · 2015 · External reference
The association between blunt cardiac injury and isolated sternal fracture
10.1155/2014/629687 · 2014 · External reference
Factors associated with cardiac/pericardial injury among blunt injury patients: a nationwide study in Japan
10.3390/jcm11154534 · 2022 · External reference
High-sensitivity cardiac troponin and the 2021 AHA/ACC/ASE/CHEST/SAEM/SCCT/SCMR guidelines for the evaluation and diagnosis of acute CHEST pain
10.1161/circulationaha.122.059678 · 2022 · External reference
Delayed complete heart block in blunt cardiac injury (myocardial contusion)
10.1093/ehjci/jead105 · 2023 · External reference
Machine learning models predict triage levels, massive transfusion protocol activation, and mortality in trauma utilizing patients hemodynamics on admission
10.1016/j.compbiomed.2024.108880 · 2024 · External reference
A study on heart data analysis and prediction using advanced machine learning methods
10.1016/j.compbiomed.2025.110308 · 2025 · External reference
A hierarchical expert-guided machine learning framework for clinical decision support systems: an application to traumatic brain injury prognostication
10.1038/s41746-021-00445-0 · 2021 · External reference
Characterizing thoracic morphology variation to develop representative 3D models for applications in chest trauma
10.1016/j.compbiomed.2023.107211 · 2023 · External reference
Approach to mediastinal fine needle aspiration cytology
10.1097/pap.0000000000000355 · 2022 · External reference
Cardiac damage after polytrauma: the role of systematic transthoracic echocardiography-a pilot study
10.1186/s13017-025-00596-5 · 2025 · External reference
Pleural manometry in pneumothorax: evaluating tension physiology and predicting outcomes
10.1016/j.chest.2025.09.121 · 2025 · External reference
Thoracic trauma WSES-AAST guidelines
10.1186/s13017-025-00651-1 · 2025 · External reference
Mechanism of injury, injury patterns and associated injuries in patients operated for chest wall trauma
10.1007/s00068-019-01119-z · 2021 · External reference
Comprehensive management of the patient with traumatic cardiac injury
10.1213/ane.0000000000006380 · 2023 · External reference