The Prediction of 30-Day Mortality and Functional Outcome in Spontaneous Intracerebral Hemorrhage with Secondary Ventricular Hemorrhage: A Score Comparison

2011 ◽  
pp. 9-11 ◽  
Author(s):  
Marco Stein ◽  
Marcus Luecke ◽  
Matthias Preuss ◽  
Wolfram Scharbrodt ◽  
Aeasndr Joedicke ◽  
...  
Keyword(s):  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Ventricular Hemorrhage

Admission Hemoglobin Levels Are Associated With Functional Outcome in Spontaneous Intracerebral Hemorrhage

2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Julián N. Acosta ◽  
Audrey C. Leasure ◽  
Lindsey R. Kuohn ◽  
Cameron P. Both ◽  
Nils H. Petersen ◽  
...  
Keyword(s):  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Spontaneous Intracerebral Hemorrhage

scholarly journals Machine Learning-Based Approaches for Prediction of Patients’ Functional Outcome and Mortality after Spontaneous Intracerebral Hemorrhage

2022 ◽  
Vol 12 (1) ◽  
pp. 112
Author(s):  
Rui Guo ◽  
Renjie Zhang ◽  
Ran Liu ◽  
Yi Liu ◽  
Hao Li ◽  
...  
Keyword(s):  
Machine Learning ◽  
Logistic Regression ◽  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Laboratory Data ◽  
Predictive Performance ◽  
High Morbidity ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Receiver Operating Characteristic Curves ◽  
Ich Score

Spontaneous intracerebral hemorrhage (SICH) has been common in China with high morbidity and mortality rates. This study aims to develop a machine learning (ML)-based predictive model for the 90-day evaluation after SICH. We retrospectively reviewed 751 patients with SICH diagnosis and analyzed clinical, radiographic, and laboratory data. A modified Rankin scale (mRS) of 0–2 was defined as a favorable functional outcome, while an mRS of 3–6 was defined as an unfavorable functional outcome. We evaluated 90-day functional outcome and mortality to develop six ML-based predictive models and compared their efficacy with a traditional risk stratification scale, the intracerebral hemorrhage (ICH) score. The predictive performance was evaluated by the areas under the receiver operating characteristic curves (AUC). A total of 553 patients (73.6%) reached the functional outcome at the 3rd month, with the 90-day mortality rate of 10.2%. Logistic regression (LR) and logistic regression CV (LRCV) showed the best predictive performance for functional outcome (AUC = 0.890 and 0.887, respectively), and category boosting presented the best predictive performance for the mortality (AUC = 0.841). Therefore, ML might be of potential assistance in the prediction of the prognosis of SICH.

Abstract TP331: Plasma IL-6 Levels are Independently Associated With Functional Outcome and Markers of Secondary Injury in Spontaneous Intracerebral Hemorrhage

Stroke ◽  
2018 ◽  
Vol 49 (Suppl_1) ◽  
Author(s):  
Audrey C Leasure ◽  
Arthur F Steinschneider ◽  
Guido J Falcone ◽  
Emily J Gilmore ◽  
Lauren H Sansing ◽  
...  
Keyword(s):  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Secondary Injury ◽  
Spontaneous Intracerebral Hemorrhage

scholarly journals Quantitative Perihematomal Blood Flow in Spontaneous Intracerebral Hemorrhage Predicts In-Hospital Functional Outcome

Stroke ◽  
2007 ◽  
Vol 38 (2) ◽  
pp. 319-324 ◽  
Author(s):  
Ashis H. Tayal ◽  
Rishi Gupta ◽  
Howard Yonas ◽  
Tudor Jovin ◽  
Ken Uchino ◽  
...  
Keyword(s):  
Blood Flow ◽  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Spontaneous Intracerebral Hemorrhage

scholarly journals Specific Lobar Affection Reveals a Rostrocaudal Gradient in Functional Outcome in Spontaneous Intracerebral Hemorrhage

Stroke ◽  
2017 ◽  
Vol 48 (3) ◽  
pp. 587-595 ◽  
Author(s):  
Stefan T. Gerner ◽  
Joji B. Kuramatsu ◽  
Sebastian Moeller ◽  
Angelika Huber ◽  
Hannes Lücking ◽  
...  
Keyword(s):  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Rostrocaudal Gradient

Irregular Shape as An Independent Predictor of Prognosis in Patients with Primary Intracerebral Hemorrhage

2021 ◽  
Author(s):  
Chunyang Liu ◽  
Haopeng Zhang ◽  
Lixiang Wang ◽  
Qiuyi Jiang ◽  
Enzhou Lu ◽  
...  
Keyword(s):  
Computed Tomography ◽  
Logistic Regression ◽  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Functional Outcomes ◽  
Irregular Shape ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Poor Outcome ◽  
Irregular Shapes ◽  
D Dimer

Abstract BACKGROUND AND PURPOSE The utility of non-contrast computed tomography (NCCT) markers in the prognosis of spontaneous intracerebral hemorrhage (ICH) has been concerned. This study aimed to investigate the predictive value of the computed tomography irregularity shape for poor functional outcomes in patients with spontaneous intracerebral hemorrhage. PATIENTS AND Methods: We retrospectively reviewed all 782 patients with intracranial hemorrhage in our stroke emergency center from January 2018 to September 2019. Laboratory examination and CT examination were measured within 24 hours of admission. After three months, the patient's functional outcome was assessed using the modified Rankin Scale (mRS). Multinomial logistic regression analyses were applied to identify independent predictors of functional outcome in patients with intracerebral hemorrhage. RESULTS Out of the 627 patients included in this study, those with irregular shapes on CT imaging had a higher proportion of poor outcome and mortality 90 days after discharge (P<0.001). Irregular shapes were found to be significant independent predictors of poor outcome and mortality on multiple logistic regression analysis. Besides, the increase of plasma D-dimer was associated with the occurrence of irregular shape (P=0.0387). CONCLUSIONS Patients with irregular shape showed worse functional outcomes after intracerebral hemorrhage. The elevated expression level of plasma D-dimer may be directly related to the formation of irregular shapes.

scholarly journals Determining ICH Score: can we go beyond?

2009 ◽  
Vol 67 (3a) ◽  
pp. 605-608 ◽  
Author(s):  
Gustavo Cartaxo Patriota ◽  
João Manoel da Silva-Júnior ◽  
Alécio Cristino Evangelista Santos Barcellos ◽  
Joaquim Barbosa de Sousa Silva Júnior ◽  
Diogo Oliveira Toledo ◽  
...  
Keyword(s):  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Auxiliary Variable ◽  
Accurate Information ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Great Heterogeneity ◽  
One Year ◽  
The One ◽  
Ich Score ◽  
Reliable Scale

Spontaneous intracerebral hemorrhage (SICH) still presents a great heterogeneity in its clinical evaluation, demonstrating differences in the enrollment criteria used for the study of intracerebral hemorrhage (ICH) treatment. The aim of the current study was to assess the ICH Score, a simple and reliable scale, determining the 30-day mortality and the one-year functional outcome. Consecutive patients admitted with acute SICH were prospectively included in the study. ICH Scores ranged from 0 to 4, and each increase in the ICH Score was associated with an increase in the 30-day mortality and with a progressive decrease in good functional outcome rates. However, the occurrence of a pyramidal pathway injury was better related to worse functional outcome than the ICH Score. The ICH Score is a good predictor of 30-day mortality and functional outcome, confirming its validity in a different socioeconomic populations. The association of the pyramidal pathway injury as an auxiliary variable provides more accurate information about the prognostic evolution.

scholarly journals Emergency department point‑of‑care biomarkers and day 90 functional outcome in spontaneous intracerebral hemorrhage: A single‑center pilot study

2022 ◽  
Vol 23 (3) ◽  
Author(s):  
Eugenia-Maria Mureșan ◽  
Adela Golea ◽  
Ștefan Vesa ◽  
Manuela Lenghel ◽  
Csaba Csutak ◽  
...  
Keyword(s):  
Emergency Department ◽  
Pilot Study ◽  
Intracerebral Hemorrhage ◽  
Functional Outcome ◽  
Point Of Care ◽  
Spontaneous Intracerebral Hemorrhage ◽  
Single Center
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