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Predicting functional outcomes of patients with spontaneous intracerebral hemorrhage based on explainable machine learning models: a multicenter retrospective study.
Front Neurol
January 2025
Department of Neurosurgery, Changshu Hospital Affiliated to Soochow University, Changshu, China.
Background: Spontaneous intracerebral hemorrhage (SICH) is the second most common cause of cerebrovascular disease after ischemic stroke, with high mortality and disability rates, imposing a significant economic burden on families and society. This retrospective study aimed to develop and evaluate an interpretable machine learning model to predict functional outcomes 3 months after SICH.
Methods: A retrospective analysis was conducted on clinical data from 380 patients with SICH who were hospitalized at three different centers between June 2020 and June 2023.
Andexanet alfa for oral fxa inhibitor-associated major acute intracerebral hemorrhage: insights into clinically relevant thromboembolic events from the ANNEXA-I study.
J Vasc Bras
January 2025
Hospital Israelita Albert Einstein, Laboratório de Hemostasia e Coagulação, São Paulo, SP, Brasil.
From Teeth to Body: The Complex Role of Streptococcus mutans in Systemic Diseases.
Mol Oral Microbiol
January 2025
State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, China.
Streptococcus mutans, the principal pathogen associated with dental caries, impacts individuals across all age groups and geographic regions. Beyond its role in compromising oral health, a growing body of research has established a link between S. mutans and various systemic diseases, including immunoglobulin A nephropathy (IgAN), nonalcoholic steatohepatitis (NASH), infective endocarditis (IE), ulcerative colitis (UC), cerebral hemorrhage, and tumors.
View Article and Find Full Text PDFEndovascular management of carotid blowout syndrome.
Neurol Res
January 2025
Department of Radiology, Bursa Uludag University, Bursa, Turkey.
Objectives: To evaluate success, complications and efficacy for endovascular management for carotid blowout syndrome.
Methods: Images were evaluated for contrast extravasation, vessel wall irregularity, pseudoaneurysm/aneurysm formation. Hemostatic results in the immediate postprocedural period and procedure related infarcts were assessed.
Retraction Note: Comment on - Enhancing prognostic accuracy in intracerebral hemorrhage: the role of serum secretoneurin and emerging biomarkers.
Neurosurg Rev
January 2025
Lab in Biotechnology and Biosignal Transduction, Department of Orthodontics, Saveetha Institute of Medical and Technical Sciences (SIMATS), Saveetha Dental College and Hospital, Saveetha University, Sivakamavalli Jeyachandran, 600 077, Chennai, Tamil Nadu, India.
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