Cargando…

Deep learning-based recognition and segmentation of intracranial aneurysms under small sample size

The manual identification and segmentation of intracranial aneurysms (IAs) involved in the 3D reconstruction procedure are labor-intensive and prone to human errors. To meet the demands for routine clinical management and large cohort studies of IAs, fast and accurate patient-specific IA reconstruct...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhu, Guangyu, Luo, Xueqi, Yang, Tingting, Cai, Li, Yeo, Joon Hock, Yan, Ge, Yang, Jian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806214/ https://www.ncbi.nlm.nih.gov/pubmed/36601346 http://dx.doi.org/10.3389/fphys.2022.1084202

Ejemplares similares

Deep Shape Features for Predicting Future Intracranial Aneurysm Growth
por: Bizjak, Žiga, et al.
Publicado: (2021)

A benchmark study of convolutional neural networks in fully automatic segmentation of aortic root
por: Yang, Tingting, et al.
Publicado: (2023)

A Highly Automated Computational Method for Modeling of Intracranial Aneurysm Hemodynamics
por: Seo, Jung-Hee, et al.
Publicado: (2018)

Weakly Supervised Deep Learning for Tooth-Marked Tongue Recognition
por: Zhou, Jianguo, et al.
Publicado: (2022)

A deep learning-based approach for rectus abdominis segmentation and distance measurement in ultrasonography
por: Wang, Fei, et al.
Publicado: (2023)

Development of Image Segmentation Methods for Intracranial Aneurysms
por: Sen, Yuka, et al.
Publicado: (2013)

Correlation Between Aneurysm Size and Hemodynamics in One Individual with Multiple Small Intracranial Aneurysms
por: Jou, Liangder, et al.
Publicado: (2016)

Deep learning for the rapid automatic segmentation of forearm muscle boundaries from ultrasound datasets
por: Xin, Chen, et al.
Publicado: (2023)

Long Non-coding RNA MIAT Knockdown Prevents the Formation of Intracranial Aneurysm by Downregulating ENC1 via MYC
por: Li, Xinguo, et al.
Publicado: (2021)

The impact of size and location on rupture of intracranial aneurysms
por: Orz, Yasser, et al.
Publicado: (2015)

Fully automated detection and segmentation of intracranial aneurysms in subarachnoid hemorrhage on CTA using deep learning
por: Shahzad, Rahil, et al.
Publicado: (2020)

Chronic Nicotine Exposure Induces Murine Aortic Remodeling and Stiffness Segmentation—Implications for Abdominal Aortic Aneurysm Susceptibility
por: Wagenhäuser, Markus U., et al.
Publicado: (2018)

Aortic hemodynamic and morphological analysis before and after repair of thoracoabdominal aortic aneurysm using a G-Branch endograft
por: Wang, Jiabin, et al.
Publicado: (2023)

Stent-Jailing Technique Reduces Aneurysm Recurrence More Than Stent-Jack Technique by Causing Less Mechanical Forces and Angiogenesis and Inhibiting TGF-β/Smad2,3,4 Signaling Pathway in Intracranial Aneurysm Patients
por: Xu, Ning, et al.
Publicado: (2019)

Machine Learning Application for Rupture Risk Assessment in Small-Sized Intracranial Aneurysm
por: Kim, Heung Cheol, et al.
Publicado: (2019)

Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition
por: Zhang, Hua, et al.
Publicado: (2021)

Prediction of Cerebral Aneurysm Hemodynamics With Porous-Medium Models of Flow-Diverting Stents via Deep Learning
por: Li, Gaoyang, et al.
Publicado: (2021)

Deep Learning-Based Magnetic Resonance Imaging in Diagnosis and Treatment of Intracranial Aneurysm
por: Lei, Xiubing, et al.
Publicado: (2022)

A symmetric prior knowledge based deep learning model for intracerebral hemorrhage lesion segmentation
por: Nijiati, Mayidili, et al.
Publicado: (2022)

Definitions of intracranial aneurysm size and morphology: A call for standardization
por: Merritt, William C., et al.
Publicado: (2021)

Relationship between hyperlipidemia and the risk of death in aneurysm: a cohort study on patients of different ages, genders, and aneurysm locations
por: Ding, Dianzhu, et al.
Publicado: (2023)

CDBA: a novel multi-branch feature fusion model for EEG-based emotion recognition
por: Huang, Zhentao, et al.
Publicado: (2023)

OTO-Net: An Automated MRA Image Segmentation Network for Intracranial Aneurysms
por: Ye, Jianming, et al.
Publicado: (2022)

Localizing targets for neuromodulation in drug-resistant epilepsy using intracranial EEG and computational model
por: Liu, Yang, et al.
Publicado: (2022)

The role of the circle of Willis in internal carotid artery stenosis and anatomical variations: a computational study based on a patient-specific three-dimensional model
por: Zhu, Guangyu, et al.
Publicado: (2015)

Experimental study of hemodynamics in the circle of willis
por: Zhu, Guangyu, et al.
Publicado: (2015)

Association Between Aneurysmal Haemodynamics and Device Microstructural Characteristics After Flow-Diversion Treatments With Dual Stents of Different Sizes: A Numerical Study
por: Zhang, Mingzi, et al.
Publicado: (2021)

Small and Medium-Sized Aneurysm Outcomes Following Intracranial Aneurysm Treatment Using the Pipeline Embolization Device: A Subgroup Analysis of the PLUS Registry
por: Zhang, Hongyun, et al.
Publicado: (2022)

Deep learning-based image segmentation model using an MRI-based convolutional neural network for physiological evaluation of the heart
por: Xu, Wanni, et al.
Publicado: (2023)

Determinants of the Presence and Size of Intracranial Aneurysms in the General Population: The Rotterdam Study
por: Cras, Tim Y., et al.
Publicado: (2020)

Changes of size and shape of small, unruptured intracranial aneurysms in repeated computed tomography angiography studies
por: Żyłkowski, Jarosław, et al.
Publicado: (2015)

Characteristics of patients with ruptured very small intracranial aneurysm sized less than 3 mm
por: Park, Gwang-Tae, et al.
Publicado: (2021)

Intracranial Pressure Is a Determinant of Sympathetic Activity
por: Schmidt, Eric A., et al.
Publicado: (2018)

Influence of Parent Artery Segmentation and Boundary Conditions on Hemodynamic Characteristics of Intracranial Aneurysms
por: Hua, Yufeng, et al.
Publicado: (2015)

Volume Measurement of the Intracranial Aneurysm: A Discussion and Comparison of the Alternatives to Manual Segmentation
por: Chan, Siang-Hua Victor, et al.
Publicado: (2014)

Tongue crack recognition using segmentation based deep learning
por: Yan, Jianjun, et al.
Publicado: (2023)

Stent-assisted coiling of intracranial carotid ophthalmic segment aneurysm segment aneurysms: Long-term follow-up from a single center
por: Gu, Wenquan, et al.
Publicado: (2023)

Deep learning in object recognition, detection, and segmentation
por: Wang, Xiaogang
Publicado: (2016)

Deep Network for the Automatic Segmentation and Quantification of Intracranial Hemorrhage on CT
por: Xu, Jun, et al.
Publicado: (2021)

Thorax-Segment- and Leg-Segment-Specific Motor Control for Adaptive Behavior
por: Hammel, Elzbieta, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_rokbk8bqu93vf7gboc0dbm4em8