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Creating Artificial Images for Radiology Applications Using Generative Adversarial Networks (GANs) – A Systematic Review

Academic radiology, 2020-08, Vol.27 (8), p.1175-1185

2020

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Deep learning for pulmonary embolism detection on computed tomography pulmonary angiogram: a systematic review and meta-analysis

Scientific reports, 2021-08, Vol.11 (1), p.15814-15814, Article 15814

2021

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Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

Engineering applications of artificial intelligence, 2019-02, Vol.78, p.186-194

2019

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Inverse Relationship Between Membranous Septal Length and the Risk of Atrioventricular Block in Patients Undergoing Transcatheter Aortic Valve Implantation

JACC. Cardiovascular interventions, 2015-08, Vol.8 (9), p.1218-1228

2015

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Automated processing of thermal imaging to detect COVID-19

Scientific reports, 2021-09, Vol.11 (1), p.17489-10, Article 17489

2021

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Artificial Intelligence for Interstitial Lung Disease Analysis on Chest Computed Tomography: A Systematic Review

Academic radiology, 2022-02, Vol.29, p.S226-S235

2022

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Deformation Dynamics and Mechanical Properties of the Aortic Annulus by 4-Dimensional Computed Tomography

Journal of the American College of Cardiology, 2012-01, Vol.59 (2), p.119-127

2012

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Intracoronary Injection of In Situ Forming Alginate Hydrogel Reverses Left Ventricular Remodeling After Myocardial Infarction in Swine

Journal of the American College of Cardiology, 2009-09, Vol.54 (11), p.1014-1023

2009

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Application of MR morphologic, diffusion tensor, and perfusion imaging in the classification of brain tumors using machine learning scheme

Neuroradiology, 2019-07, Vol.61 (7), p.757-765

2019

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Multimodal fusion models for pulmonary embolism mortality prediction

Scientific reports, 2023-05, Vol.13 (1), p.7544-15, Article 7544

2023

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Large language model (ChatGPT) as a support tool for breast tumor board

NPJ breast cancer, 2023-05, Vol.9 (1), p.44-4, Article 44

2023

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Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

IEEE transactions on biomedical engineering, 2017-06, Vol.64 (6), p.1380-1392

2017

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Automated Detection of Crohn’s Disease Intestinal Strictures on Capsule Endoscopy Images Using Deep Neural Networks

Journal of Crohn's and colitis, 2021-05, Vol.15 (5), p.749-756

2021

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FDG PET/CT radiomics as a tool to differentiate between reactive axillary lymphadenopathy following COVID-19 vaccination and metastatic breast cancer axillary lymphadenopathy: a pilot study

European radiology, 2022-09, Vol.32 (9), p.5921-5929

2022

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Classification of contrast-enhanced spectral mammography (CESM) images

International journal for computer assisted radiology and surgery, 2019-02, Vol.14 (2), p.249-257

2019

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Large language models for generating medical examinations: systematic review

BMC medical education, 2024-03, Vol.24 (1), p.354-11, Article 354

2024

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Comparison of deep learning models for natural language processing-based classification of non-English head CT reports

Neuroradiology, 2020-10, Vol.62 (10), p.1247-1256

2020

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Obesity Is Associated with Fatty Liver and Fat Changes in the Kidneys in Humans as Assessed by MRI

Nutrients, 2024-05, Vol.16 (9), p.1387

2024

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Breast MRI during lactation: effects on tumor conspicuity using dynamic contrast-enhanced (DCE) in comparison with diffusion tensor imaging (DTI) parametric maps

European radiology, 2020-02, Vol.30 (2), p.767-777

2020

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Undetected Pancreatic Adenocarcinoma on Computed Tomography: Frequency According to Scan Protocol

The Israel Medical Association journal, 2023-10, Vol.25 (10), p.692-695

2023

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Macrophages dictate the progression and manifestation of hypertensive heart disease

International journal of cardiology, 2016-01, Vol.203, p.381-395

2016

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MRI features of intraductal papillary mucinous neoplasm of the bile ducts, “The myth about the cyst”: A systematic review

European journal of radiology Open, 2023-12, Vol.11, p.100515-100515, Article 100515

2023

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Diagnostic and Prognostic Value of Chest Radiographs for COVID-19 at Presentation

The western journal of emergency medicine, 2020-08, Vol.21 (5), p.1067-1075

2020

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Promoting head CT exams in the emergency department triage using a machine learning model

Neuroradiology, 2020-02, Vol.62 (2), p.153-160

2020

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Post-ST-Segment-Elevation Myocardial Infarction Platelet Reactivity Is Associated With the Extent of Microvascular Obstruction and Infarct Size as Determined by Cardiac Magnetic Resonance Imaging

Journal of the American Heart Association, 2022-02, Vol.11 (3), p.e020973-e020973

2022

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Creating Artificial Images for Radiology Applications Using Generative Adversarial Networks (GANs) – A Systematic Review

Deep learning for pulmonary embolism detection on computed tomography pulmonary angiogram: a systematic review and meta-analysis

Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection

Inverse Relationship Between Membranous Septal Length and the Risk of Atrioventricular Block in Patients Undergoing Transcatheter Aortic Valve Implantation

Automated processing of thermal imaging to detect COVID-19

Artificial Intelligence for Interstitial Lung Disease Analysis on Chest Computed Tomography: A Systematic Review

Deformation Dynamics and Mechanical Properties of the Aortic Annulus by 4-Dimensional Computed Tomography

Intracoronary Injection of In Situ Forming Alginate Hydrogel Reverses Left Ventricular Remodeling After Myocardial Infarction in Swine

Application of MR morphologic, diffusion tensor, and perfusion imaging in the classification of brain tumors using machine learning scheme

Multimodal fusion models for pulmonary embolism mortality prediction

Large language model (ChatGPT) as a support tool for breast tumor board

Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification

Automated Detection of Crohn’s Disease Intestinal Strictures on Capsule Endoscopy Images Using Deep Neural Networks

FDG PET/CT radiomics as a tool to differentiate between reactive axillary lymphadenopathy following COVID-19 vaccination and metastatic breast cancer axillary lymphadenopathy: a pilot study

Classification of contrast-enhanced spectral mammography (CESM) images

Large language models for generating medical examinations: systematic review

Comparison of deep learning models for natural language processing-based classification of non-English head CT reports

Obesity Is Associated with Fatty Liver and Fat Changes in the Kidneys in Humans as Assessed by MRI

Breast MRI during lactation: effects on tumor conspicuity using dynamic contrast-enhanced (DCE) in comparison with diffusion tensor imaging (DTI) parametric maps

Undetected Pancreatic Adenocarcinoma on Computed Tomography: Frequency According to Scan Protocol

Macrophages dictate the progression and manifestation of hypertensive heart disease

MRI features of intraductal papillary mucinous neoplasm of the bile ducts, “The myth about the cyst”: A systematic review

Diagnostic and Prognostic Value of Chest Radiographs for COVID-19 at Presentation

Promoting head CT exams in the emergency department triage using a machine learning model

Post-ST-Segment-Elevation Myocardial Infarction Platelet Reactivity Is Associated With the Extent of Microvascular Obstruction and Infarct Size as Determined by Cardiac Magnetic Resonance Imaging

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