Cargando…

Predicting intraventricular hemorrhage growth with a machine learning-based, radiomics-clinical model

We constructed a radiomics-clinical model to predict intraventricular hemorrhage (IVH) growth after spontaneous intracerebral hematoma. The model was developed using a training cohort (N=626) and validated with an independent testing cohort (N=270). Radiomics features and clinical predictors were se...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhu, Dong-Qin, Chen, Qian, Xiang, Yi-Lan, Zhan, Chen-Yi, Zhang, Ming-Yue, Chen, Chao, Zhuge, Qi-Chuan, Chen, Wei-Jian, Yang, Xiao-Ming, Yang, Yun-Jun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Impact Journals 2021
Materias:	Research Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8148477/ https://www.ncbi.nlm.nih.gov/pubmed/33946042 http://dx.doi.org/10.18632/aging.202954

Ejemplares similares

The Added Value of Intraventricular Hemorrhage on the Radiomics Analysis for the Prediction of Hematoma Expansion of Spontaneous Intracerebral Hemorrhage
por: Wu, Te-Chang, et al.
Publicado: (2022)

Intraventricular Hemorrhage and Early Hematoma Expansion in Patients with Intracerebral Hemorrhage
por: Li, Qi, et al.
Publicado: (2015)

Radiomics for predicting revised hematoma expansion with the inclusion of intraventricular hemorrhage growth in patients with supratentorial spontaneous intraparenchymal hematomas
por: Xia, Xiaona, et al.
Publicado: (2022)

Pathogenesis and Prevention of Intraventricular Hemorrhage in Preterm Infants
por: Tsao, Pei-Chen
Publicado: (2023)

Reducing intraventricular hemorrhage following the implementation of a prevention bundle for neonatal hypothermia
por: Chiu, Wei-Tse, et al.
Publicado: (2022)

Risk factors of postoperative hydrocephalus following decompressive craniectomy for spontaneous intracranial hemorrhages and intraventricular hemorrhage
por: Wu, Yi-Chieh, et al.
Publicado: (2022)

Radiomics-based prediction of hemorrhage expansion among patients with thrombolysis/thrombectomy related-hemorrhagic transformation using machine learning
por: Liu, Junfeng, et al.
Publicado: (2021)

Comparative Analysis of the Patients with Spontaneous Thalamic Hemorrhage with Concurrent Intraventricular Hemorrhage and Those without Intraventricular Hemorrhage
por: Nam, Taek Min, et al.
Publicado: (2020)

Prognostic prediction of hypertensive intracerebral hemorrhage using CT radiomics and machine learning
por: Xu, Xinghua, et al.
Publicado: (2021)

Intraventricular hemorrhage in preterm babies
por: Özek, Eren, et al.
Publicado: (2020)

Vasospasm after intraventricular hemorrhage caused by arteriovenous malformation
por: Tseng, Wei-Lung, et al.
Publicado: (2015)

Spinal subarachnoid hemorrhage accompanied with intraventricular hemorrhage
por: Fatehi, Farzad, et al.
Publicado: (2013)

The accuracy and safety of intraoperative ultrasound-guided external ventricular drainage in intraventricular hemorrhage
por: Zhang, Lijun, et al.
Publicado: (2023)

Minimally Invasive Surgery for Intracerebral and Intraventricular Hemorrhage
por: Zheng, Zelong, et al.
Publicado: (2022)

Necrostatin-1 decreases necroptosis and inflammatory markers after intraventricular hemorrhage in mice
por: Liu, Chang, et al.
Publicado: (2022)

Effects of aging on hydrocephalus after intraventricular hemorrhage
por: Wan, Yingfeng, et al.
Publicado: (2020)

Pharmacological Management of Germinal Matrix-Intraventricular Hemorrhage
por: Chung, Jaewoo, et al.
Publicado: (2023)

Germinal matrix hemorrhage-intraventricular hemorrhage: pathogenesis and outcomes
por: Piro, Ettore
Publicado: (2015)

Outcome of Cerebellar Injury with Intraventricular Hemorrhage
por: Venkatesan, Charu
Publicado: (2015)

Endoscopic Approach to Thalamic and Intraventricular Hemorrhage
por: Suyama, Daisuke, et al.
Publicado: (2019)

Early predictors of neonatal intraventricular hemorrhage
por: Elfarargy, Mohamed Shawky, et al.
Publicado: (2017)

Non-contrast computed tomography features predict intraventricular hemorrhage growth
por: Nawabi, Jawed, et al.
Publicado: (2023)

Early neurodevelopment in very low birth weight infants with mild intraventricular hemorrhage or those without intraventricular hemorrhage
por: Choi, Il Rak, et al.
Publicado: (2012)

Association Between Intraventricular Alteplase Use and Parenchymal Hematoma Volume in Patients With Spontaneous Intracerebral Hemorrhage and Intraventricular Hemorrhage
por: Witsch, Jens, et al.
Publicado: (2021)

Endoscopic surgery for intraventricular hemorrhage: A comparative study and single center surgical experience
por: Wang, Feng-Bo, et al.
Publicado: (2022)

A Rare Corpus Callosum Hemorrhage with Intraventricular Extension Successfully Treated with Intraventricular Alteplace
por: Chouksey, Dinesh, et al.
Publicado: (2018)

Intraventricular Hemorrhage Severity as a Predictor of Outcome in Intracerebral Hemorrhage
por: Trifan, Gabriela, et al.
Publicado: (2019)

Combination of endogenous neural stem cell mobilization and lithium chloride treatment for hydrocephalus following intraventricular hemorrhage
por: Yuan, Qiang, et al.
Publicado: (2016)

Early Blood Pressure Lowering Does Not Reduce Growth of Intraventricular Hemorrhage following Acute Intracerebral Hemorrhage: Results of the INTERACT Studies
por: Chan, Edward, et al.
Publicado: (2016)

Correction to: Non-contrast computed tomography features predict intraventricular hemorrhage growth
por: Nawabi, Jawed, et al.
Publicado: (2023)

Intraventricular hemorrhage after ventriculoperitoneal shunt removal
por: Dube, Surya Kumar, et al.
Publicado: (2011)

Intraventricular hemorrhage in reversible cerebral vasoconstriction syndrome
por: Wilson, Duncan, et al.
Publicado: (2014)

Divergent risk factors for cerebellar and intraventricular hemorrhage
por: Vesoulis, Zachary A., et al.
Publicado: (2017)

Lateral Ventricular Meningioma Presenting with Intraventricular Hemorrhage
por: Moon, Ji Soo, et al.
Publicado: (2019)

Intraventricular hemorrhage in preterm newborn: Predictors of mortality
por: Piccolo, Benedetta, et al.
Publicado: (2022)

Effect of caffeine in the intraventricular hemorrhage of the preterm newborn
por: Alves-Martinez, Pilar, et al.
Publicado: (2023)

Discovering hematoma-stimulated circuits for secondary brain injury after intraventricular hemorrhage by spatial transcriptome analysis
por: Zhang, Le, et al.
Publicado: (2023)

Intraventricular Lavage vs External Ventricular Drainage for Intraventricular Hemorrhage: A Randomized Clinical Trial
por: Haldrup, Mette, et al.
Publicado: (2023)

Microstructural changes of white matter assessed with diffusional kurtosis imaging in extremely preterm infants with severe intraventricular hemorrhage
por: Guo, Li-Min, et al.
Publicado: (2022)

Antenatal infection and intraventricular hemorrhage in preterm infants: A meta-analysis
por: Huang, Jinglan, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_do1q4eg1vuhr9emobobcu5f0ml