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Introduction: Chronic thromboembolic pulmonary hypertension (CTEPH) is often diagnosed late in acute pulmonary embolism survivors: more efficient testing to expedite diagnosis may considerably improve patient outcomes. The InShape II algorithm safely rules out CTEPH (failure rate 0.29%) while requiring echocardiography in only 19% of patients but may be improved by adding detailed reading of the computed tomography pulmonary angiography diagnosing the index pulmonary embolism.
Methods: We evaluated 12 new algorithms, incorporating the CTEPH prediction score, ECG reading, N‑terminal pro-brain natriuretic peptide levels and dedicated computed tomography pulmonary angiography reading, in the international InShape II cohort (n=341) and part of the German FOCUS cohort (n=171). Evaluation criteria included failure rate, defined as the incidence of confirmed CTEPH in pulmonary embolism patients in whom echocardiography was deemed unnecessary by the algorithm, and the overall net reclassification index compared to the InShape II algorithm.
Results: The algorithm starting with computed tomography pulmonary angiography reading of the index pulmonary embolism for six signs of CTEPH, followed by ECG/N-terminal pro-brain natriuretic peptide level assessment and echocardiography resulted in the most beneficial change compared to InShape II, with a need for echocardiography in 20% (+5%), a failure rate of 0% and a net reclassification index of +3.5%, reflecting improved performance over the InShape II algorithm. In the FOCUS cohort, this approach lowered echocardiography need to 24% (-6%) and missed no CTEPH cases, with a net reclassification index of +6.0%.
Conclusion: Dedicated computed tomography pulmonary angiography reading of the index pulmonary embolism improved the performance of the InShape II algorithm and may improve the selection of pulmonary embolism survivors who require echocardiography to rule out CTEPH.
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http://dx.doi.org/10.1183/13993003.00544-2024 | DOI Listing |
J Intensive Care Med
September 2025
Departamento de Medicina Intensiva, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile.
PurposeAn elevated ventilatory ratio (VR) and acute cor pulmonale (ACP) are associated with mortality in ARDS patients. The primary aim of this study was to assess the association between VR and ACP in patients with COVID-19-related ARDS (C-ARDS). The secondary objectives were to analyze the association between VR and ICU mortality, describe VR temporal behavior in survivors and non-survivors, and evaluate the association between VR and pulmonary embolism.
View Article and Find Full Text PDFJ Thorac Imaging
September 2025
Department of Radiology, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University.
Purpose: To establish an explainable machine learning (ML) approach using patient-related and noncontrast chest CT-derived features to predict the contrast material arrival time (TARR) in CT pulmonary angiography (CTPA).
Materials And Methods: This retrospective study included consecutive patients referred for CTPA between September 2023 to October 2024. Sixteen clinical and 17 chest CT-derived parameters were used as inputs for the ML approach, which employed recursive feature elimination for feature selection and XGBoost with SHapley Additive exPlanations (SHAP) for explainable modeling.
Diabetes Obes Metab
September 2025
Epidemiology, IQVIA, Frankfurt, Germany.
Aims: To examine the association between elevated body mass index (BMI) and a wide range of vascular and cardiometabolic diseases in men and women.
Materials And Methods: This retrospective cohort study used data from the IQVIA Disease Analyzer database, comprising anonymized records from over 3000 office-based physicians in Germany. We included 233 730 patients aged ≥40 years with at least one recorded BMI measurement between January 2005 and December 2023.
J Acute Med
September 2025
Rush University Medical Center Department of Emergency Medicine Chicago, IL USA.
Cardiac arrest is a common condition with low survival rates. Point-of-care ultrasound (POCUS) has been increasingly integrated in cardiac arrest care to enhance diagnostic accuracy and guide interventions. POCUS can be divided into cardiac and non-cardiac applications.
View Article and Find Full Text PDFEur Urol Open Sci
October 2025
Department of Urology, CHU Rennes, Rennes, France.
Background And Objective: Surgery of renal cell cancer (RCC) with a caval thrombus (CT) is associated with significant morbidity, particularly regarding thromboembolic complications. There are no data or recommendations regarding the potential benefit of preoperative anticoagulants. We aimed to assess the usefulness of preoperative anticoagulation regarding surgical outcomes and thromboembolic events in patients undergoing nephrectomy with inferior vena cava thrombectomy.
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