Development and validation of the nomogram model derived non-contrast CT score to predict hematoma expansion in patients with spontaneous intracerebral hemorrhage.

Clin Radiol

Department of Radiology, Xuanwu Hospital, Capital Medical University, No.45 Changchun Street, Xicheng District, Beijing, China; Beijing Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, China; Department of Nuclear Medicine, Xuanwu Hospital, Capital Medical University, No. 45 Changchun Street, Xicheng District, Beijing, China. Electronic address:

Published: September 2024

Aims: Develop and validate new non-contrast computed tomography (NCCT) score to predict hematoma expansion (HE) in spontaneous intracerebral hemorrhage (SICH) patients based on hematoma's shape irregularity and density heterogeneity.

Materials And Methods: Retrospective study was conducted among 136 patients for development and 90 patients for validation at two separate hospitals. SICH patients with NCCT scanned within 6 hours of symptoms and follow-up NCCT scanned within 24 hours were enrolled. Black hole sign and blend sign were integrated as combined heterogeneity; likewise, satellite sign and island sign were integrated as combined irregularity. Binary logistic regression analysis screened the covariates associated with HE. Nomogram was generated using the predicted value of binary logistic regression model to derive NCCT score to predict HE.

Results: A total of 65 patients had HE in developmental cohort, where history of hypertension [odds ratio (OR) 2.56; 95% CI 1.169-5.607; P=0.019], initial NCCT time ≤ 3 hours (OR 2.50; 95% CI 1.169-5.327; P=0.018), combined heterogeneity (OR 2.50; 95% CI 1.160-5.365; P=0.019), and combined irregularity (OR 2.63; 95% CI 1.164-5.942; P=0.020) were independently associated with HE. A score was derived and a single point was allocated to each independently associated variable. HE was observed in 35 patients in validation cohort, which showed a proportional increase in the probability of HE with an increase in score accumulated.

Conclusion: New four-point NCCT score to predict HE was developed and validated, which may be regarded as fair predictive score where advance facilities are rarely available.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.crad.2024.08.035DOI Listing

Publication Analysis

Top Keywords

score predict
16
ncct score
12
predict hematoma
8
hematoma expansion
8
spontaneous intracerebral
8
intracerebral hemorrhage
8
sich patients
8
patients validation
8
ncct scanned
8
scanned hours
8

Similar Publications

Background And Aims: Vedolizumab is s gut-selective advanced therapy that is safe and efficacious for the treatment of ulcerative colitis (UC). Once patients achieve successful induction, there is a risk of loss of response leading to eventual flare. We aimed to identify these predictive factors and develop a practical scoring system to determine the ongoing efficacy of vedolizumab.

View Article and Find Full Text PDF

Background: There is limited data showing the predictive accuracy of traditional cardiovascular risk scores (CVRS) to predict asymptomatic coronary artery disease (CAD) determined by coronary computed tomography angiography (CCTA).

Methods: Asymptomatic individuals without known CAD undergoing a screening CCTA and sufficient data to calculate their CVRS, were extracted retrospectively. Atherosclerosis was extracted using natural language processing of the CCTA report, including the coronary artery calcium score (CACS) and the extent and severity of CAD.

View Article and Find Full Text PDF

Construction and evaluation of a prognostic model of autophagy-related genes in hepatocellular carcinoma.

Biochem Biophys Rep

March 2025

Department of Hepatobiliary and Pancreatic Surgery, The Second Affiliated Hospital of Kunming Medical University, No.374 Yunnan-Burma Road, Kunming, Yunnan, 650101, China.

Background: Hepatocellular carcinoma (HCC) is a globally prevalent disease. Our article evaluates risk models based on autophagy- and HCC-related genes and their prognostic value by bioinformatics analytical methods to provide a scientific basis for clinical treatment.

Methods: Prognostic genes were identified by univariate and multivariate Cox analyses, and risk scores were calculated.

View Article and Find Full Text PDF

Aims: Liver fibrosis predisposes patients to liver failure and hepatocellular carcinoma. Various markers, which can be calculated easily from serum parameters, have been reported to predict liver fibrosis accurately. This study investigated the prognostic factors, including blood-based markers for liver fibrosis of patients with hepatocellular carcinoma following initial curative hepatectomy.

View Article and Find Full Text PDF

Background And Aim: Post-hepatectomy liver failure (PHLF) after major hepatopancreatoduodenectomy (HPD) is a challenge to overcome. However, the appropriate target proportion of the future liver remnant (pFLR) to prevent severe PHLF in major HPD remains uncertain. This study aimed to determine the minimum pFLR required for safe major HPD.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!