Cargando…

Predicting the rupture status of small middle cerebral artery aneurysms using random forest modeling

OBJECTIVE: Small intracranial aneurysms are increasingly being detected; however, a prediction model for their rupture is rare. Random forest modeling was used to predict the rupture status of small middle cerebral artery (MCA) aneurysms with morphological features. METHODS: From January 2009 to Jun...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhou, Jiafeng, Xia, Nengzhi, Li, Qiong, Zheng, Kuikui, Jia, Xiufen, Wang, Hao, Zhao, Bing, Liu, Jinjin, Yang, Yunjun, Chen, Yongchun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9366079/ https://www.ncbi.nlm.nih.gov/pubmed/35968311 http://dx.doi.org/10.3389/fneur.2022.921404

Ejemplares similares

Machine learning prediction model for the rupture status of middle cerebral artery aneurysm in patients with hypertension: a Chinese multicenter study
por: Lin, Mengqi, et al.
Publicado: (2023)

Prediction of Clinical Outcome at Discharge After Rupture of Anterior Communicating Artery Aneurysm Using the Random Forest Technique
por: Xia, Nengzhi, et al.
Publicado: (2020)

Classifying Ruptured Middle Cerebral Artery Aneurysms With a Machine Learning Based, Radiomics-Morphological Model: A Multicentral Study
por: Zhu, Dongqin, et al.
Publicado: (2021)

Rupture Risk Assessment for Anterior Communicating Artery Aneurysms Using Decision Tree Modeling
por: Liu, Jinjin, et al.
Publicado: (2022)

Endovascular treatment of middle cerebral artery aneurysms: current status and future prospects
por: Zhou, Zibo, et al.
Publicado: (2023)

Irregular Pulsation of Intracranial Aneurysm Detected by Four-Dimensional CT Angiography and Associated With Small Aneurysm Rupture: A Single-Center Prospective Analysis
por: Zhou, Jiafeng, et al.
Publicado: (2022)

Endovascular Treatment of Ruptured Middle Cerebral Artery Aneurysms With a Low-Profile Visualized Intraluminal Support Device
por: Xue, Gaici, et al.
Publicado: (2021)

Pathological examination of a ruptured fusiform aneurysm of the middle cerebral artery
por: Kinoshita, Masashi, et al.
Publicado: (2014)

Hemodynamic Characteristic Analysis of Aneurysm Wall Enhancement in Unruptured Middle Cerebral Artery Aneurysm
por: Zhong, Weiying, et al.
Publicado: (2022)

Case Report: Ruptured Middle Cerebral Artery Aneurysm With Intrasylvian Hematoma Successfully Treated by Coil Embolization and Minimally Invasive Puncture and Drainage
por: Li, Zhen, et al.
Publicado: (2021)

The Dolenc technique was used to clip 14 cases of ruptured basilar apex aneurysms and posterior cerebral artery aneurysms
por: Hongwei, Zhang, et al.
Publicado: (2022)

Elevated Lipid Infiltration Is Associated With Cerebral Aneurysm Rupture
por: Ou, Chubin, et al.
Publicado: (2020)

Cerebral Cavernous Malformation Associated With Left Middle Cerebral Artery (MCA) Aneurysm and Bilateral Internal Carotid Artery (ICA) Dissections
por: Padarti, Akhil, et al.
Publicado: (2023)

Rupture of De Novo Middle Cerebral Artery Aneurysm 8 Years After the Clipping of Ruptured M1 Middle Cerebral Artery Aneurysm
por: Tamimi, Ahmad F., et al.
Publicado: (2021)

Endovascular Treatment of Posterior Cerebral Artery Trunk Aneurysm: The Status Quo and Dilemma
por: Hou, Kun, et al.
Publicado: (2022)

Hemodynamic and Morphological Parameters of Ruptured Mirror Posterior Communicating Artery Aneurysms
por: Yuan, Jinlong, et al.
Publicado: (2021)

Endovascular Management of Cerebral Aneurysms of the Posterior Cerebral Artery
por: Li, Xin-Yu, et al.
Publicado: (2021)

Grading of Intracerebral Hemorrhage in Ruptured Middle Cerebral Artery Aneurysms
por: Shim, Yu Shik, et al.
Publicado: (2012)

Aneurysm at origin of duplicated middle cerebral artery associated with another aneurysm
por: Iida, Yu, et al.
Publicado: (2015)

Sex differences in aneurysm morphologies and clinical outcomes in ruptured anterior communicating artery aneurysms: a retrospective study
por: Lin, Boli, et al.
Publicado: (2016)

Parent artery occlusion for ruptured aneurysms in moyamoya vessels or on collaterals
por: Zhou, Zibo, et al.
Publicado: (2023)

Early interventional embolization in the treatment of cerebral aneurysm rupture
por: Jiang, Song, et al.
Publicado: (2018)

Case Report: “Clipping” an Internal Carotid Artery Aneurysm With a Duplicated Middle Cerebral Artery and the Anterior Choroidal Artery Arising From the Dome
por: Otsuka, Nozomi, et al.
Publicado: (2022)

The Clinical Characteristics and Treatment Considerations for Intracranial Aneurysms Associated With Middle Cerebral Artery Anomalies: A Systematic Review
por: Hou, Kun, et al.
Publicado: (2020)

Monitoring of brain oxygenation in surgery of ruptured middle cerebral artery aneurysms
por: Cerejo, António, et al.
Publicado: (2011)

Influence of Age-Related Complications on Clinical Outcome in Patients With Small Ruptured Cerebral Aneurysms
por: Zheng, Jianfeng, et al.
Publicado: (2020)

Rupture Risk Assessment for Cerebral Aneurysm Using Interpretable Machine Learning on Multidimensional Data
por: Ou, Chubin, et al.
Publicado: (2020)

Safety and effectiveness of double microcatheter technique in the treatment of ruptured aneurysms of anterior cerebral circulation
por: Zhao, Xintong, et al.
Publicado: (2022)

Rupture of De Novo Anterior Communicating Artery Aneurysm 8 Days after the Clipping of Ruptured Middle Cerebral Artery Aneurysm
por: Ha, Sung-Kon, et al.
Publicado: (2013)

Aneurysm Arising at the Origin of a Duplicated Middle Cerebral Artery
por: Alliez, Jean Roch, et al.
Publicado: (2021)

Case report: Endovascular coil embolization of an aneurysm at the origin of the accessory middle cerebral artery from the A1 segment as the collateral artery to twigs
por: Zhang, Lei, et al.
Publicado: (2023)

A ruptured internal carotid artery aneurysm located at the origin of the duplicated middle cerebral artery associated with accessory middle cerebral artery and middle cerebral artery aplasia
por: Otani, Naoki, et al.
Publicado: (2010)

Risk Factors of Anterior Circulation Intracranial Aneurysm Rupture: Extracranial Carotid Artery Tortuosity and Aneurysm Morphologic Parameters
por: Pei, Yusong, et al.
Publicado: (2021)

Lower Body Temperature Independently Predicts Delayed Cerebral Infarction in the Elderly With Ruptured Intracranial Aneurysm
por: Lin, Hui, et al.
Publicado: (2022)

Accessory middle cerebral artery associated with an unruptured aneurysm at its origin
por: Nomura, Motohiro, et al.
Publicado: (2015)

The Meaning of the Prognostic Factors in Ruptured Middle Cerebral Artery Aneurysm with Intracerebral Hemorrhage
por: Oh, Ji Woong, et al.
Publicado: (2012)

Endovascular and Surgical Options for Ruptured Middle Cerebral Artery Aneurysms: Review of the Literature
por: Santiago-Dieppa, David R., et al.
Publicado: (2014)

Ruptured Middle Cerebral Artery Aneurysm in an Infant: Case Report and Literature Review
por: YOKOYAMA, Hayato, et al.
Publicado: (2023)

A Simple Scoring Model for Prediction of Rupture Risk of Anterior Communicating Artery Aneurysms
por: Wang, Guang-xian, et al.
Publicado: (2019)

Neurocysticercosis With Internal Carotid Artery and Middle Cerebral Artery Vasculitis and Stenosis
por: Kumar, Pradeep, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_rt5hns17ebd0bdik6gh9od03ek