Cargando…

Automated lumen segmentation using multi-frame convolutional neural networks in intravascular ultrasound datasets

AIMS: Assessment of minimum lumen areas in intravascular ultrasound (IVUS) pullbacks is time-consuming and demands adequately trained personnel. In this work, we introduce a novel and fully automated pipeline to segment the lumen boundary in IVUS datasets. METHODS AND RESULTS: First, an automated ga...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ziemer, Paulo G P, Bulant, Carlos A, Orlando, José I, Maso Talou, Gonzalo D, Álvarez, Luis A Mansilla, Guedes Bezerra, Cristiano, Lemos, Pedro A, García-García, Héctor M, Blanco, Pablo J
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2020
Materias:	Original Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9707866/ https://www.ncbi.nlm.nih.gov/pubmed/36713961 http://dx.doi.org/10.1093/ehjdh/ztaa014

Ejemplares similares

Mechanical Characterization of the Vessel Wall by Data Assimilation of Intravascular Ultrasound Studies
por: Maso Talou, Gonzalo D., et al.
Publicado: (2018)

Author Correction: Comparison of 1D and 3D Models for the Estimation of Fractional Flow Reserve
por: Blanco, P. J., et al.
Publicado: (2018)

Comparison of 1D and 3D Models for the Estimation of Fractional Flow Reserve
por: Blanco, P. J., et al.
Publicado: (2018)

Fully automated plaque characterization in intravascular OCT images using hybrid convolutional and lumen morphology features
por: Lee, Juhwan, et al.
Publicado: (2020)

Adaptive constrained constructive optimisation for complex vascularisation processes
por: Talou, Gonzalo Daniel Maso, et al.
Publicado: (2021)

A computational study of aortic insufficiency in patients supported with continuous flow left ventricular assist devices: Is it time for a paradigm shift in management?
por: Grinstein, Jonathan, et al.
Publicado: (2022)

Computational models for generating microvascular structures: Investigations beyond medical imaging resolution
por: Apeldoorn, Cameron, et al.
Publicado: (2022)

Retrieval of Intravascular Fractured Fragment of Tunnelled Double Lumen Catheter in Hemodialysis Patient
por: Semadi, I Nyoman, et al.
Publicado: (2019)

Efficient Ventricular Parameter Estimation Using AI-Surrogate Models
por: Maso Talou, Gonzalo D., et al.
Publicado: (2021)

Automatic Lumen Segmentation in Intravascular Optical Coherence Tomography Images Using Level Set
por: Cao, Yihui, et al.
Publicado: (2017)

Mini Review: Deep Learning for Atrial Segmentation From Late Gadolinium-Enhanced MRIs
por: Jamart, Kevin, et al.
Publicado: (2020)

Using spatial-temporal ensembles of convolutional neural networks for lumen segmentation in ureteroscopy
por: Lazo, Jorge F., et al.
Publicado: (2021)

Parallel generation of extensive vascular networks with application to an archetypal human kidney model
por: Cury, L. F. M., et al.
Publicado: (2021)

Intravascular ultrasound-based analysis of factors affecting minimum lumen area in coronary artery intermediate lesions
por: Liu, Jian, et al.
Publicado: (2016)

Intravascular ultrasound guided retrograde guidewire true lumen tracking technique for chronic total occlusion intervention
por: Ying, Liang-Hong, et al.
Publicado: (2018)

Automated model calibration with parallel MCMC: Applications for a cardiovascular system model
por: Argus, Finbar, et al.
Publicado: (2022)

Intravascular ultrasound assessment of the effect of laser energy on the arterial wall during the treatment of femoro-popliteal lesions: a CliRpath excimer laser system to enlarge lumen openings (CELLO) registry study
por: Kuku, Kayode O., et al.
Publicado: (2017)

A large-scale metagenomic survey dataset of the post-weaning piglet gut lumen
por: Gaio, Daniela, et al.
Publicado: (2021)

Capsule networks for segmentation of small intravascular ultrasound image datasets
por: Bargsten, Lennart, et al.
Publicado: (2021)

Lumen and calcium characteristics within calcified coronary lesions. Comparison of computed tomography coronary angiography versus intravascular ultrasound
por: Noll, Dariusz, et al.
Publicado: (2013)

Tranexamic Acid Controlled Chronic Disseminated Intravascular Coagulation Associated with Aortic Dissection and Patent False Lumen for Three Years
por: Gatate, Yodo, et al.
Publicado: (2017)

Recanalization of chronic total occlusion using a new device: the real-time intravascular ultrasound double-lumen microcatheter
por: Ma, Yan-Zhuo, et al.
Publicado: (2021)

Automatic segmentation of coronary lumen and external elastic membrane in intravascular ultrasound images using 8-layer U-Net
por: Dong, Liang, et al.
Publicado: (2021)

A deep learning methodology for the automated detection of end-diastolic frames in intravascular ultrasound images
por: Bajaj, Retesh, et al.
Publicado: (2021)

Automated A-line coronary plaque classification of intravascular optical coherence tomography images using handcrafted features and large datasets
por: Prabhu, David, et al.
Publicado: (2019)

A novel real-time intravascular ultrasound double-lumen microcatheter for recanalization of chronic total occlusion: a case report
por: Ma, Yanzhuo, et al.
Publicado: (2019)

Large field-of-view intravascular ultrasound for peri-procedural tomographic insights into valve-in-valve frame expansion
por: Skotarczak, Wiktor, et al.
Publicado: (2022)

Near-Infrared Spectroscopy Intravascular Ultrasound Imaging: State of the Art
por: Kuku, Kayode O., et al.
Publicado: (2020)

A Study on the Application of Convolutional Neural Networks to Fall Detection Evaluated with Multiple Public Datasets
por: Casilari, Eduardo, et al.
Publicado: (2020)

Actin remodeling by Nck regulates endothelial lumen formation
por: Chaki, Sankar P., et al.
Publicado: (2015)

Frame Structure Fault Diagnosis Based on a High-Precision Convolution Neural Network
por: Xue, Yingfang, et al.
Publicado: (2022)

Relationship between cardiovascular risk factors and biomarkers with necrotic core and atheroma size: a serial intravascular ultrasound radiofrequency data analysis
por: García-García, Héctor M., et al.
Publicado: (2011)

Performance of convolutional neural networks for identification of bacteria in 3D microscopy datasets
por: Hay, Edouard A., et al.
Publicado: (2018)

Automatic stent strut detection in intravascular optical coherence tomographic pullback runs
por: Wang, Ancong, et al.
Publicado: (2012)

“Double-lumen” aortic arch with “double-lumen” brachiocephalic artery
por: Rajagopal, Rengarajan, et al.
Publicado: (2019)

MITEA: A dataset for machine learning segmentation of the left ventricle in 3D echocardiography using subject-specific labels from cardiac magnetic resonance imaging
por: Zhao, Debbie, et al.
Publicado: (2023)

Dataset on the cyclic experimental behavior of Steel frames with Reinforced Concrete infill Walls
por: Morelli, Francesco, et al.
Publicado: (2018)

Virtual Intravascular Endoscopy Visualization of Calcified Coronary Plaques: A Novel Approach of Identifying Plaque Features for More Accurate Assessment of Coronary Lumen Stenosis
por: Xu, Lei, et al.
Publicado: (2015)

Impact of Postoperative Lumen Gain on the Reduction of Restenosis Risk after Endovascular Treatment using Drug-coated Balloon for Femoropopliteal Lesions Assessed by Intravascular Ultrasound
por: Horie, Kazunori, et al.
Publicado: (2023)

CARDIAN: a novel computational approach for real-time end-diastolic frame detection in intravascular ultrasound using bidirectional attention networks
por: Huang, Xingru, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_jaqurebagk4upscddbjrbsbc75