Cargando…

Quantification and Classification of Contrast Enhanced Ultrasound Breast Cancer Data: A Preliminary Study

This study aimed to investigate which of the two frequently adopted perfusion models better describes the contrast enhanced ultrasound (CEUS) perfusion signal in order to produce meaningful imaging markers with the goal of developing a machine-learning model that can classify perfusion curves as ben...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ioannidis, Georgios S., Goumenakis, Michalis, Stefanis, Ioannis, Karantanas, Apostolos, Marias, Kostas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871488/ https://www.ncbi.nlm.nih.gov/pubmed/35204514 http://dx.doi.org/10.3390/diagnostics12020425

Ejemplares similares

A neural pathomics framework for classifying colorectal cancer histopathology images based on wavelet multi-scale texture analysis
por: Trivizakis, Eleftherios, et al.
Publicado: (2021)

Inverse Laplace transform and multiexponential fitting analysis of T2 relaxometry data: a phantom study with aqueous and fat containing samples
por: Ioannidis, Georgios S., et al.
Publicado: (2020)

Deep Radiotranscriptomics of Non-Small Cell Lung Carcinoma for Assessing Molecular and Histology Subtypes with a Data-Driven Analysis
por: Trivizakis, Eleftherios, et al.
Publicado: (2021)

Multiexponential T2 relaxometry of benign and malignant adipocytic tumours
por: Nikiforaki, Katerina, et al.
Publicado: (2020)

Cerebral CT Perfusion in Acute Stroke: The Effect of Lowering the Tube Load and Sampling Rate on the Reproducibility of Parametric Maps
por: Ioannidis, Georgios S., et al.
Publicado: (2021)

Diffusion Weighted Imaging in the Assessment of Tumor Grade in Endometrial Cancer Based on Intravoxel Incoherent Motion MRI
por: Chryssou, Evangelia G., et al.
Publicado: (2022)

The Significance of Echo Time in fMRI BOLD Contrast: A Clinical Study during Motor and Visual Activation Tasks at 1.5 T
por: Boursianis, Themistoklis, et al.
Publicado: (2021)

Deep learning opens new horizons in personalized medicine
por: Papadakis, Georgios Z., et al.
Publicado: (2019)

Deep Learning for the Differential Diagnosis between Transient Osteoporosis and Avascular Necrosis of the Hip
por: Klontzas, Michail E., et al.
Publicado: (2022)

Artificial intelligence radiogenomics for advancing precision and effectiveness in oncologic care (Review)
por: Trivizakis, Eleftherios, et al.
Publicado: (2020)

Contrast‐enhanced ultrasound for quantification of tissue perfusion in humans
por: Emanuel, Anna L., et al.
Publicado: (2019)

Emerging deep learning techniques using magnetic resonance imaging data applied in multiple sclerosis and clinical isolated syndrome patients (Review)
por: Kontopodis, Eleftherios E., et al.
Publicado: (2021)

Volume quantification by contrast-enhanced ultrasound and thermodilution: an in vitro comparison
por: Herold, IH, et al.
Publicado: (2013)

Dynamic contrast-enhanced endoscopic ultrasound: A quantification method
por: Dietrich, Christoph F., et al.
Publicado: (2017)

Iron deposits in the knee joints of a thalassemic patient
por: Economides, Charalambos P, et al.
Publicado: (2012)

Value of Contrast-Enhanced Ultrasound in the Ultrasound Classification of Cervical Tuberculous Lymphadenitis
por: Zhang, Ying, et al.
Publicado: (2022)

A multicenter study of a contrast-enhanced ultrasound diagnostic classification of breast lesions
por: Tang, Lina, et al.
Publicado: (2019)

Radiomics and Machine Learning Can Differentiate Transient Osteoporosis from Avascular Necrosis of the Hip
por: Klontzas, Michail E., et al.
Publicado: (2021)

Contrast enhanced ultrasound of breast cancer
por: Cassano, E, et al.
Publicado: (2006)

Breast Contrast-Enhanced Ultrasound: Is a Scoring System Feasible? ----A Preliminary Study in China
por: Xiao, Xiaoyun, et al.
Publicado: (2014)

PET/CT and PET/MRI in ophthalmic oncology (Review)
por: Kalemaki, Maria S., et al.
Publicado: (2020)

A novel deep learning architecture outperforming ‘off-the-shelf’ transfer learning and feature-based methods in the automated assessment of mammographic breast density
por: Trivizakis, Eleftherios, et al.
Publicado: (2019)

Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis
por: Trivizakis, Eleftherios, et al.
Publicado: (2020)

Simulating Radiotherapy Effect in High-Grade Glioma by Using Diffusive Modeling and Brain Atlases
por: Roniotis, Alexandros, et al.
Publicado: (2012)

Corrigendum to “Simulating Radiotherapy Effect in High-Grade Glioma by Using Diffusive Modeling and Brain Atlases”
por: Roniotis, Alexandros, et al.
Publicado: (2018)

Quantification of dynamic contrast-enhanced ultrasound (CEUS) in non-cystic breast lesions using external perfusion software
por: Jung, Ernst Michael, et al.
Publicado: (2021)

The Importance of the 15-lead Versus 12-lead ECG Recordings in the Diagnosis and Treatment of Right Ventricle and Left Ventricle Posterior and Lateral Wall Acute Myocardial Infarctions
por: Vogiatzis, Ioannis, et al.
Publicado: (2019)

Volume quantification by contrast-enhanced ultrasound: an in-vitro comparison with true volumes and thermodilution
por: Herold, Ingeborg HF, et al.
Publicado: (2013)

Extended perfusion protocol for MS lesion quantification
por: Kontopodis, Eleftherios, et al.
Publicado: (2020)

The Value of Contrast-Enhanced Ultrasound Classification in Diagnosis of Pancreatic Cystic Lesions
por: Wang, Yixi, et al.
Publicado: (2019)

Contrast-enhanced ultrasound of breast tumors: an initial experience
por: Kristiansen, Merete U, et al.
Publicado: (2022)

Ultrasound-guided treatment of Morton’s neuroma
por: Klontzas, Michail E., et al.
Publicado: (2021)

Interpretable artificial intelligence framework for COVID-19 screening on chest X-rays
por: Tsiknakis, Nikos, et al.
Publicado: (2020)

Targeting vulnerable atherosclerotic plaque via PET-tracers aiming at cell-surface overexpression of somatostatin receptors
por: Z. Papadakis, Georgios, et al.
Publicado: (2020)

Value of Contrast-Enhanced Ultrasound in Adjusting the Classification of Chinese-TIRADS 4 Nodules
por: Cheng, Hong, et al.
Publicado: (2022)

Contrast-Enhanced Ultrasound
por: Xu, Hui-Xiong, et al.
Publicado: (2015)

Contrast-Enhanced Ultrasound for Precise Sentinel Lymph Node Biopsy in Women with Early Breast Cancer: A Preliminary Study
por: Zhu, Yangyang, et al.
Publicado: (2021)

Evaluation of the thrombus of abdominal aortic aneurysms using contrast enhanced ultrasound - preliminary results
por: Łukasiewicz, Adam, et al.
Publicado: (2016)

The Role of Contrast-Enhanced Ultrasound in Evaluating Gestational Trophoblastic Neoplasia: A Preliminary Study
por: Su, Na, et al.
Publicado: (2020)

Diagnosing sentinel lymph node metastasis of T1/T2 breast cancer with conventional ultrasound combined with double contrast-enhanced ultrasound: a preliminary study
por: Zheng, Yan, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_als0kovo231sqv4gnua00ac6l2