Cargando…

Hepatocellular Carcinoma Automatic Diagnosis within CEUS and B-Mode Ultrasound Images Using Advanced Machine Learning Methods

Hepatocellular Carcinoma (HCC) is the most common malignant liver tumor, being present in 70% of liver cancer cases. It usually evolves on the top of the cirrhotic parenchyma. The most reliable method for HCC diagnosis is the needle biopsy, which is an invasive, dangerous method. In our research, sp...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mitrea, Delia, Badea, Radu, Mitrea, Paulina, Brad, Stelian, Nedevschi, Sergiu
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8004125/ https://www.ncbi.nlm.nih.gov/pubmed/33801125 http://dx.doi.org/10.3390/s21062202

Ejemplares similares

Comparison of Deep-Learning and Conventional Machine-Learning Methods for the Automatic Recognition of the Hepatocellular Carcinoma Areas from Ultrasound Images
por: Brehar, Raluca, et al.
Publicado: (2020)

Hepatocellular Carcinoma Recognition from Ultrasound Images Using Combinations of Conventional and Deep Learning Techniques
por: Mitrea, Delia-Alexandrina, et al.
Publicado: (2023)

Abdominal Tumor Characterization and Recognition Using Superior-Order Cooccurrence Matrices, Based on Ultrasound Images
por: Mitrea, Delia, et al.
Publicado: (2012)

Iterative Methods for Obtaining Energy-Minimizing Parametric Snakes with Applications to Medical Imaging
por: Mitrea, Alexandru Ioan, et al.
Publicado: (2012)

Integration of Real-Time Image Fusion in the Robotic-Assisted Treatment of Hepatocellular Carcinoma
por: Radu, Corina, et al.
Publicado: (2020)

Role of contrast-enhanced ultrasound (CEUS) in the diagnosis of endometrial pathology
por: POP, CIPRIAN MIHAITA, et al.
Publicado: (2015)

Mathematical Methods for Assessing the Prognostic of Fixed Partial Dentures Resulting from Evaluating a Group of Dental Patients in Romania
por: Chifor, Ioana, et al.
Publicado: (2014)

Periodontal evaluation using a non-invasive imaging method (ultrasonography)
por: Chifor, Radu, et al.
Publicado: (2019)

Influence of Expert-Dependent Variability over the Performance of Noninvasive Fibrosis Assessment in Patients with Chronic Hepatitis C by Means of Texture Analysis
por: Vicas, Cristian, et al.
Publicado: (2012)

Value of CEUS features in diagnosing thyroid nodules with halo sign on B-mode ultrasound
por: Chen, Xue-jun, et al.
Publicado: (2023)

Concept Mapping, an Effective Tool for Long-Term Memorization of Anatomy—A Quasi-Experimental Research Carried out among 1st Year General Medicine Students
por: Nicoara, Sergiu-Mihai, et al.
Publicado: (2020)

Modified CEUS LI-RADS using Sonazoid for the diagnosis of hepatocellular carcinoma
por: Sugimoto, Katsutoshi, et al.
Publicado: (2023)

The Hodge-Laplacian: boundary value problems on Riemannian manifolds
por: Mitrea, Dorina, et al.
Publicado: (2016)

Groupoid Metrization Theory: With Applications to Analysis on Quasi-Metric Spaces and Functional Analysis
por: Mitrea, Dorina, et al.
Publicado: (2013)

Contrast-enhanced ultrasound (CEUS) in abdominal intervention
por: Huang, Dean Y., et al.
Publicado: (2018)

Contrast-enhanced ultrasound (CEUS) of the abdominal vasculature
por: Rafailidis, Vasileios, et al.
Publicado: (2017)

How to perform Contrast-Enhanced Ultrasound (CEUS)
por: Dietrich, Christoph F., et al.
Publicado: (2018)

Multi-layer potentials and boundary problems: for higher-order elliptic systems in Lipschitz domains
por: Mitrea, Irina, et al.
Publicado: (2013)

Usefulness of Modified CEUS LI-RADS for the Diagnosis of Hepatocellular Carcinoma Using Sonazoid
por: Sugimoto, Katsutoshi, et al.
Publicado: (2020)

Transcutaneous B-mode ultrasound (TUS) and contrast-enhanced ultrasound (CEUS) pattern of mediastinal tumors: a pictorial essay
por: Zadeh, Ehsan Safai, et al.
Publicado: (2021)

Contrast‐enhanced ultrasound (CEUS) of benign and malignant renal tumors: Distinguishing CEUS features differ with tumor size
por: Zhu, Jianing, et al.
Publicado: (2022)

Robust Data Association Using Fusion of Data-Driven and Engineered Features for Real-Time Pedestrian Tracking in Thermal Images
por: Muresan, Mircea Paul, et al.
Publicado: (2021)

Layer potentials, the Hodge Laplacian, and global boundary problems in nonsmooth Riemannian manifolds
por: Mitrea, Dorina, et al.
Publicado: (2001)

Contrast enhanced ultrasound (CEUS) in blunt abdominal trauma
por: Cagini, Lucio, et al.
Publicado: (2013)

Utility of contrast enhanced ultrasound (CEUS) in penile trauma
por: Gómez-Bermejo, Miguel A., et al.
Publicado: (2023)

Real-life assessment of standardized contrast-enhanced ultrasound (CEUS) and CEUS algorithms (CEUS LI-RADS®/ESCULAP) in hepatic nodules in cirrhotic patients—a prospective multicenter study
por: Strobel, D., et al.
Publicado: (2021)

Diagnosis efficacy of CEUS for hepatic inflammatory lesions
por: Guo, Yuanyuan, et al.
Publicado: (2020)

The Role of Contrast-Enhanced Ultrasound (CEUS) in the Detection of Neoplastic Portal Vein Thrombosis in Patients with Hepatocellular Carcinoma
por: Cerrito, Lucia, et al.
Publicado: (2023)

Exploring Relationships between the Density of Charged Tracts within Disordered Regions and Phase Separation
por: Somjee, Ramiz, et al.
Publicado: (2020)

Intravesical contrast-enhanced ultrasound (CEUS) for the diagnosis of vesicouterine fistula (VUF): A case report
por: Sun, Fangfang, et al.
Publicado: (2018)

Deep Neural Architectures for Contrast Enhanced Ultrasound (CEUS) Focal Liver Lesions Automated Diagnosis †
por: Căleanu, Cătălin Daniel, et al.
Publicado: (2021)

Contrast-Enhanced Ultrasound (CEUS) in Non-Traumatic Abdominal Emergencies
por: Cozzi, Diletta, et al.
Publicado: (2020)

The Use of Contrast-Enhanced Ultrasound (CEUS) in the Evaluation of the Neonatal Brain
por: Plut, Domen, et al.
Publicado: (2023)

Alteration of contrast enhanced ultrasound (CEUS) of hepatocellular carcinoma in patients with cirrhosis and transjugular intrahepatic portosystemic shunt (TIPS)
por: Chang, Johannes, et al.
Publicado: (2020)

$L^{p}$-square function estimates on spaces of homogeneous type and on uniformly rectifiable sets
por: Hofmann, Steve, et al.
Publicado: (2017)

CEUS LI-RADS for diagnosis of hepatocellular carcinoma in individuals without LI-RADS-defined hepatocellular carcinoma risk factors
por: Huang, Zhe, et al.
Publicado: (2023)

Distributions, partial differential equations, and harmonic analysis
por: Mitrea, Dorina
Publicado: (2018)

Distributions, partial differential equations, and harmonic analysis
por: Mitrea, Dorina
Publicado: (2013)

Clifford wavelets, singular integrals, and Hardy spaces
por: Mitrea, Marius
Publicado: (1994)

Fast Panoptic Segmentation with Soft Attention Embeddings
por: Petrovai, Andra, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_o3qbgpn9s8fo42sfhkpdkq21un