Cargando…

Application of Radiomics and Decision Support Systems for Breast MR Differential Diagnosis

Over the years, MR systems have evolved from imaging modalities to advanced computational systems producing a variety of numerical parameters that can be used for the noninvasive preoperative assessment of breast pathology. Furthermore, the combination with state-of-the-art image analysis methods pr...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tsougos, Ioannis, Vamvakas, Alexandros, Kappas, Constantin, Fezoulidis, Ioannis, Vassiou, Katerina
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2018
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6174735/ https://www.ncbi.nlm.nih.gov/pubmed/30344618 http://dx.doi.org/10.1155/2018/7417126

Ejemplares similares

Breast Cancer Classification on Multiparametric MRI – Increased Performance of Boosting Ensemble Methods
por: Vamvakas, Alexandros, et al.
Publicado: (2022)

The role of diffusion and perfusion weighted imaging in the differential diagnosis of cerebral tumors: a review and future perspectives
por: Svolos, Patricia, et al.
Publicado: (2014)

PCaGuard: A Software Platform to Support Optimal Management of Prostate Cancer
por: Tamposis, Ioannis, et al.
Publicado: (2022)

Body Composition in Adult Patients with Thalassemia Major
por: Vlychou, Marianna, et al.
Publicado: (2016)

Magnetic Resonance Spectroscopy of the Breast at 3T: Pre- and Post-Contrast Evaluation for Breast Lesion Characterization
por: Kousi, E., et al.
Publicado: (2012)

Distinct peak at 3.8 ppm observed by 3T MR spectroscopy in meningiomas, while nearly absent in high-grade gliomas and cerebral metastases
por: KOUSI, EVANTHIA, et al.
Publicado: (2012)

Differential contributions of serotonergic and dopaminergic functional connectivity to the phenomenology of LSD
por: Lawn, Timothy, et al.
Publicado: (2022)

Incidental Non-Cardiac Findings of a Coronary Angiography with a 128-Slice Multi-Detector CT Scanner: Should We Only Concentrate on the Heart?
por: Lazoura, Olga, et al.
Publicado: (2010)

Differentiation of glioblastoma multiforme from metastatic brain tumor using proton magnetic resonance spectroscopy, diffusion and perfusion metrics at 3 T
por: Tsougos, Ioannis, et al.
Publicado: (2012)

Assessment of Bone Mineral Density in Male Patients with Chronic Obstructive Pulmonary Disease by DXA and Quantitative Computed Tomography
por: Fountoulis, George, et al.
Publicado: (2016)

Corrigendum to “Assessment of Bone Mineral Density in Male Patients with Chronic Obstructive Pulmonary Disease by DXA and Quantitative Computed Tomography”
por: Fountoulis, George, et al.
Publicado: (2018)

Spectroscopic Evaluation of Glioma Grading at 3T: The Combined Role of Short and Long TE
por: Kousi, E., et al.
Publicado: (2012)

Neurotransmitter receptor densities are associated with changes in regional Cerebral blood flow during clinical ongoing pain
por: Vamvakas, Alexandros, et al.
Publicado: (2022)

Radiomics in Early Lung Cancer Diagnosis: From Diagnosis to Clinical Decision Support and Education
por: Wu, Yun-Ju, et al.
Publicado: (2022)

MR-Based Radiomics for Differential Diagnosis between Cystic Pituitary Adenoma and Rathke Cleft Cyst
por: Wang, Yanping, et al.
Publicado: (2021)

Freehand 1.5T MR-Guided Vacuum-Assisted Breast Biopsy (MR-VABB): Contribution of Radiomics to the Differentiation of Benign and Malignant Lesions
por: Tagliafico, Alberto Stefano, et al.
Publicado: (2023)

Business intelligence model empowering SMEs to make better decisions and enhance their competitive advantage
por: Ragazou, Konstantina, et al.
Publicado: (2023)

Amyand's hernia: presumptive diagnosis by CT and literature review
por: Fezoulidi, Georgia, et al.
Publicado: (2021)

Application Value of Radiomic Nomogram in the Differential Diagnosis of Prostate Cancer and Hyperplasia
por: Gui, Shaogao, et al.
Publicado: (2022)

Radiomics for the Diagnosis and Differentiation of Pancreatic Cystic Lesions
por: Machicado, Jorge D., et al.
Publicado: (2020)

Machine Learning-Based Analysis of MR Multiparametric Radiomics for the Subtype Classification of Breast Cancer
por: Xie, Tianwen, et al.
Publicado: (2019)

Radiomics in Breast Cancer: In-Depth Machine Analysis of MR Images of Metastatic Spine Lesion
por: Steinhauer, V., et al.
Publicado: (2022)

Characterization of Breast Tumors from MR Images Using Radiomics and Machine Learning Approaches
por: Faraz, Khuram, et al.
Publicado: (2023)

Overview of radiomics in breast cancer diagnosis and prognostication
por: Tagliafico, Alberto Stefano, 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)

Practical Approaches to Build and Sustain a Cardio-Oncology Clinic
por: Chasouraki, Angeliki, et al.
Publicado: (2022)

Application of radiomics in diagnosis and treatment of lung cancer
por: Pan, Feng, et al.
Publicado: (2023)

Non-invasive decision support for NSCLC treatment using PET/CT radiomics
por: Mu, Wei, et al.
Publicado: (2020)

Myocardial Perfusion SPECT Imaging in Patients after Percutaneous Coronary Intervention
por: Georgoulias, Panagiotis, et al.
Publicado: (2010)

COVID-19 crisis: will online learning have negative consequences to our students?
por: Georgoulias, Panagiotis, et al.
Publicado: (2021)

A New Hope: Sodium-Glucose Cotransporter-2 Inhibition to Prevent Atrial Fibrillation
por: Karamichalakis, Nikolaos, et al.
Publicado: (2022)

Human Gut Microbiota in Heart Failure: Trying to Unmask an Emerging Organ
por: Paraskevaidis, Ioannis, et al.
Publicado: (2023)

Inflammation and Heart Failure: Searching for the Enemy—Reaching the Entelechy
por: Paraskevaidis, Ioannis, et al.
Publicado: (2023)

Radiomics for the Detection of Active Sacroiliitis Using MR Imaging
por: Triantafyllou, Matthaios, et al.
Publicado: (2023)

A Decision Support System for Economically Sustainable Sheep and Goat Farming
por: Vouraki, Sotiria, et al.
Publicado: (2020)

Radiomics of US texture features in differential diagnosis between triple-negative breast cancer and fibroadenoma
por: Lee, Si Eun, et al.
Publicado: (2018)

A radiomics-based decision support tool improves lung cancer diagnosis in combination with the Herder score in large lung nodules
por: Hunter, Benjamin, et al.
Publicado: (2022)

Radiomics-based machine learning analysis and characterization of breast lesions with multiparametric diffusion-weighted MR
por: Sun, Kun, et al.
Publicado: (2021)

The Application of Radiomics in Breast MRI: A Review
por: Ye, Dong-Man, et al.
Publicado: (2020)

Multiregional radiomic model for breast cancer diagnosis: value of ultrasound-based peritumoral and parenchymal radiomics
por: Guo, Suping, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_0g2v92im6b83kv328fcgkdbvcb