Cargando…

Histopathology-Based Deep-Learning Predicts Atherosclerotic Lesions in Intravascular Imaging

Background: Optical coherence tomography is a powerful modality to assess atherosclerotic lesions, but detecting lesions in high-resolution OCT is challenging and requires expert knowledge. Deep-learning algorithms can be used to automatically identify atherosclerotic lesions, facilitating identific...

Descripción completa

Detalles Bibliográficos
Autores principales:	Holmberg, Olle, Lenz, Tobias, Koch, Valentin, Alyagoob, Aseel, Utsch, Léa, Rank, Andreas, Sabic, Emina, Seguchi, Masaru, Xhepa, Erion, Kufner, Sebastian, Cassese, Salvatore, Kastrati, Adnan, Marr, Carsten, Joner, Michael, Nicol, Philipp
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8713728/ https://www.ncbi.nlm.nih.gov/pubmed/34970608 http://dx.doi.org/10.3389/fcvm.2021.779807

Ejemplares similares

Periprocedural myocardial injury according to optical characteristics of neointima and treatment modality of in-stent restenosis
por: Nano, Nejva, et al.
Publicado: (2022)

Ten‐Year Clinical Outcomes of Biodegradable Versus Durable Polymer New‐Generation Drug‐Eluting Stent in Patients With Coronary Artery Disease With and Without Diabetes Mellitus
por: Lenz, Tobias, et al.
Publicado: (2021)

Early Aspirin Discontinuation After Coronary Stenting: A Systematic Review and Meta‐Analysis
por: Wiebe, Jens, et al.
Publicado: (2021)

Ten-year clinical outcomes of polymer-free versus durable polymer new-generation drug-eluting stent in patients with coronary artery disease with and without diabetes mellitus: Results of the Intracoronary Stenting and Angiographic Results: Test Efficacy of Sirolimus- and Probucol- and Zotarolimus-Eluting Stents (ISAR-TEST 5) trial
por: Koch, Tobias, et al.
Publicado: (2021)

Stent Optimization Using Optical Coherence Tomography and Its Prognostic Implications After Percutaneous Coronary Intervention
por: Rai, Himanshu, et al.
Publicado: (2022)

Antithrombotic therapy with or without clopidogrel after transcatheter aortic valve replacement. A meta-analysis of randomized controlled trials
por: Pellegrini, Costanza, et al.
Publicado: (2020)

Target and non-target vessel related events at 10 years post percutaneous coronary intervention
por: Coughlan, J. J., et al.
Publicado: (2022)

Predicting factors for long-term survival in patients with out-of-hospital cardiac arrest – A propensity score-matched analysis
por: Lahmann, Anna Lena, et al.
Publicado: (2020)

Validation and application of OCT tissue attenuation index for the detection of neointimal foam cells
por: Nicol, Philipp, et al.
Publicado: (2020)

Association of De Ritis Ratio with Prognosis in Patients with Coronary Artery Disease and Aminotransferase Activity within and outside the Healthy Values of Reference Range
por: Ndrepepa, Gjin, et al.
Publicado: (2023)

Assessment of Impact of Patient Recruitment Volume on Risk Profile, Outcomes, and Treatment Effect in a Randomized Trial of Ticagrelor Versus Prasugrel in Acute Coronary Syndromes
por: Ndrepepa, Gjin, et al.
Publicado: (2021)

Prior Myocardial Infarction and Treatment Effect of Ticagrelor Versus Prasugrel in Patients With Acute Coronary Syndromes ‐ A Post‐hoc Analysis of the ISAR‐REACT 5 Trial
por: Lahu, Shqipdona, et al.
Publicado: (2022)

Association between Platelet Count and Treatment Effect of Ticagrelor or Prasugrel in Patients with Acute Coronary Syndromes
por: Koch, Tobias, et al.
Publicado: (2023)

Comparison of latest generation supra-annular and intra-annular self-expanding transcatheter heart valves
por: Pellegrini, Costanza, et al.
Publicado: (2020)

Small Dimension–Big Impact! Nanoparticle-Enhanced Non-Invasive and Intravascular Molecular Imaging of Atherosclerosis In Vivo
por: Lenz, Tobias, et al.
Publicado: (2020)

The impact of extra-valvular cardiac damage on mid-term clinical outcome following transcatheter aortic valve replacement in patients with severe aortic stenosis
por: Pellegrini, Costanza, et al.
Publicado: (2022)

Frequency of subclavian artery stenosis in patients with mammarian artery coronary bypass and suspected coronary artery disease progression
por: Müller, Arne M., et al.
Publicado: (2022)

Echocardiographic evaluation of left ventricular function using an automated analysis algorithm is feasible for beginners and experts: comparison with invasive and non-invasive methods
por: Nicol, Philipp, et al.
Publicado: (2022)

First-in-Man Simultaneous Aortic and Mitral Valve Transcatheter Implantation Using Patient-Customized Prostheses
por: Ruge, Hendrik, et al.
Publicado: (2021)

Association of interleukin 6 -174 G/C polymorphism with coronary artery disease and circulating IL-6 levels: a systematic review and meta-analysis
por: Rai, Himanshu, et al.
Publicado: (2021)

Artificial intelligence-enabled phenotyping of patients with severe aortic stenosis: on the recovery of extra-aortic valve cardiac damage after transcatheter aortic valve replacement
por: Lachmann, Mark, et al.
Publicado: (2022)

Ticagrelor or prasugrel in patients with acute coronary syndrome with off-hour versus on-hour presentation: a subgroup analysis of the ISAR-REACT 5 trial
por: Behnes, Michael, et al.
Publicado: (2022)

Harnessing feature extraction capacities from a pre-trained convolutional neural network (VGG-16) for the unsupervised distinction of aortic outflow velocity profiles in patients with severe aortic stenosis
por: Lachmann, Mark, et al.
Publicado: (2022)

Intravascular papillary endothelial hyperplasia: An unusual histopathological entity
por: Mahapatra, Qury S., et al.
Publicado: (2015)

Intravascular ultrasound-factors associated with slow flow following rotational atherectomy in heavily calcified coronary artery
por: Jinnouchi, Hiroyuki, et al.
Publicado: (2022)

High-resolution intravascular magnetic resonance quantification of atherosclerotic plaque at 3T
por: Qian, Di, et al.
Publicado: (2012)

Cellular Imaging of Human Atherosclerotic Lesions by Intravascular Electric Impedance Spectroscopy
por: Streitner, Ines, et al.
Publicado: (2012)

Stent thrombosis and restenosis: what have we learned and where are we going? The Andreas Grüntzig Lecture ESC 2014
por: Byrne, Robert A., et al.
Publicado: (2015)

Intravascular Large B-Cell Lymphoma: Clinical and Histopathologic Findings
por: Charifa, Ahmad, et al.
Publicado: (2020)

Smoking in Relation to Coronary Atherosclerotic Plaque Burden, Volume and Composition on Intravascular Ultrasound
por: Buljubasic, Nermina, et al.
Publicado: (2015)

Comparison of long-term outcome in patients with calcified stenosis treated with intravascular lithotripsy or with modified balloon angioplasty: a propensity score-adjusted study
por: Leick, Jürgen, et al.
Publicado: (2023)

Detection of lipid in atherosclerotic vessels using ultrasound-guided spectroscopic intravascular photoacoustic imaging
por: Wang, Bo, et al.
Publicado: (2010)

Automated tissue characterization of in vivo atherosclerotic plaques by intravascular optical coherence tomography images
por: Ughi, Giovanni Jacopo, et al.
Publicado: (2013)

Personalized Assessment of the Coronary Atherosclerotic Arteries by Intravascular Ultrasound Imaging: Hunting the Vulnerable Plaque
por: Papaioannou, Theodore G., et al.
Publicado: (2019)

Comparison of complications with a 1.25-mm versus a 1.5-mm burr for severely calcified lesions that could not be crossed by an intravascular ultrasound catheter
por: Sakakura, Kenichi, et al.
Publicado: (2019)

Long‐Term Ticagrelor Versus Prasugrel Pharmacodynamics in Patients With ST‐Segment–Elevation Myocardial Infarction
por: Cassese, Salvatore, et al.
Publicado: (2020)

Factors associated with aorto-ostial stent coverage during intravascular ultrasound-guided percutaneous coronary intervention to severely narrowed non-ostial right coronary artery lesions
por: Narita, Masataka, et al.
Publicado: (2021)

Intravascular evaluation of coronary atherosclerotic lesions among Egyptian diabetic patients with acute coronary syndromes
por: Laimoud, Mohamed, et al.
Publicado: (2018)

Intravascular lithotripsy angioplasty for treatment of atherosclerotic coral-reef occlusion of the infrarenal aorta and its bifurcation
por: Piazza, Michele, et al.
Publicado: (2023)

Comparison of clinical outcomes of intravascular ultrasound-calcified nodule between percutaneous coronary intervention with versus without rotational atherectomy in a propensity-score matched analysis
por: Watanabe, Yusuke, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_i1f1kp2grap3ug4m0gattmeetq