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Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers

European radiology, 2021-04, Vol.31 (4), p.2559-2567

2021

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Machine learning for prediction of chemoradiation therapy response in rectal cancer using pre-treatment and mid-radiation multi-parametric MRI

Magnetic resonance imaging, 2019-09, Vol.61, p.33-40

2019

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Automatic Breast and Fibroglandular Tissue Segmentation in Breast MRI Using Deep Learning by a Fully-Convolutional Residual Neural Network U-Net

Academic radiology, 2019-11, Vol.26 (11), p.1526-1535

2019

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Radiomics approach for prediction of recurrence in skull base meningiomas

Neuroradiology, 2019-12, Vol.61 (12), p.1355-1364

2019

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Imaging biomarkers for evaluating tumor response: RECIST and beyond

Biomarker research, 2021-07, Vol.9 (1), p.1-52, Article 52

2021

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Non‐Contrast‐Enhanced MR Arteriography of Potential Living‐Related Liver Donor: Using Contrast Enhanced CT Arteriography as Standard Reference

Journal of magnetic resonance imaging, 2023-09, Vol.58 (3), p.894-904

2023

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Quantification of breast tumor heterogeneity for ER status, HER2 status, and TN molecular subtype evaluation on DCE-MRI

Magnetic resonance imaging, 2016-07, Vol.34 (6), p.809-819

2016

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Preoperative Differentiation of HER2-Zero and HER2-Low from HER2-Positive Invasive Ductal Breast Cancers Using BI-RADS MRI Features and Machine Learning Modeling

Journal of magnetic resonance imaging, 2024-05

2024

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Computer-Aided Tumor Detection Based on Multi-Scale Blob Detection Algorithm in Automated Breast Ultrasound Images

IEEE transactions on medical imaging, 2013-07, Vol.32 (7), p.1191-1200

2013

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Quantitative Analysis of Lesion Morphology and Texture Features for Diagnostic Prediction in Breast MRI

Academic radiology, 2008-12, Vol.15 (12), p.1513-1525

2008

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Template-based automatic breast segmentation on MRI by excluding the chest region

Medical physics (Lancaster), 2013-12, Vol.40 (12), p.122301-n/a

2013

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Robust Texture Analysis Using Multi-Resolution Gray-Scale Invariant Features for Breast Sonographic Tumor Diagnosis

IEEE transactions on medical imaging, 2013-12, Vol.32 (12), p.2262-2273

2013

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Correlation of internal carotid artery diameter and carotid flow with asymmetry of the circle of Willis

BMC neurology, 2020-06, Vol.20 (1), p.1-251, Article 251

2020

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Pre-operative MRI Radiomics for the Prediction of Progression and Recurrence in Meningiomas

Frontiers in neurology, 2021-05, Vol.12, p.636235-636235

2021

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Magnetic Resonance Imaging Features Associated with a High and Low Expression of Tumor-Infiltrating Lymphocytes: A Stratified Analysis According to Molecular Subtypes

Cancers, 2023-11, Vol.15 (23), p.5672

2023

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Radiomics Approach for Prediction of Recurrence in Non-Functioning Pituitary Macroadenomas

Frontiers in oncology, 2020-12, Vol.10, p.590083-590083

2020

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Pitfalls and Limitations of Diffusion-Weighted Magnetic Resonance Imaging in the Diagnosis of Urinary Bladder Cancer

Translational oncology, 2015-06, Vol.8 (3), p.217-230

2015

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Evaluation of the association between quantitative mammographic density and breast cancer occurred in different quadrants

BMC cancer, 2017-04, Vol.17 (1), p.274-274, Article 274

2017

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Noninvasive assessment of intracranial elastance and pressure in spontaneous intracranial hypotension by MRI

Journal of magnetic resonance imaging, 2018-11, Vol.48 (5), p.1255-1263

2018

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Computer‐aided diagnosis for distinguishing between triple‐negative breast cancer and fibroadenomas based on ultrasound texture features

Medical physics (Lancaster), 2015-06, Vol.42 (6Part1), p.3024-3035

2015

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Development of a quantitative method for analysis of breast density based on three-dimensional breast MRI

Medical physics (Lancaster), 2008-12, Vol.35 (12), p.5253-5262

2008

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Intravoxel Incoherent Motion-Diffusion-Weighted MRI for Investigation of Delayed Graft Function Immediately after Kidney Transplantation

BioMed research international, 2022-10, Vol.2022, p.1-9

2022

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Tumor detection in automated breast ultrasound images using quantitative tissue clustering

Medical physics (Lancaster), 2014-04, Vol.41 (4), p.042901-n/a

2014

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MRI evaluation of pathologically complete response and residual tumors in breast cancer after neoadjuvant chemotherapy

Cancer, 2008-01, Vol.112 (1), p.17-26

2008

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Prediction of progression in skull base meningiomas: additional benefits of apparent diffusion coefficient value

Journal of neuro-oncology, 2018-05, Vol.138 (1), p.63-71

2018

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Prediction of breast cancer molecular subtypes on DCE-MRI using convolutional neural network with transfer learning between two centers

Machine learning for prediction of chemoradiation therapy response in rectal cancer using pre-treatment and mid-radiation multi-parametric MRI

Automatic Breast and Fibroglandular Tissue Segmentation in Breast MRI Using Deep Learning by a Fully-Convolutional Residual Neural Network U-Net

Radiomics approach for prediction of recurrence in skull base meningiomas

Imaging biomarkers for evaluating tumor response: RECIST and beyond

Non‐Contrast‐Enhanced MR Arteriography of Potential Living‐Related Liver Donor: Using Contrast Enhanced CT Arteriography as Standard Reference

Quantification of breast tumor heterogeneity for ER status, HER2 status, and TN molecular subtype evaluation on DCE-MRI

Preoperative Differentiation of HER2-Zero and HER2-Low from HER2-Positive Invasive Ductal Breast Cancers Using BI-RADS MRI Features and Machine Learning Modeling

Computer-Aided Tumor Detection Based on Multi-Scale Blob Detection Algorithm in Automated Breast Ultrasound Images

Quantitative Analysis of Lesion Morphology and Texture Features for Diagnostic Prediction in Breast MRI

Template-based automatic breast segmentation on MRI by excluding the chest region

Robust Texture Analysis Using Multi-Resolution Gray-Scale Invariant Features for Breast Sonographic Tumor Diagnosis

Correlation of internal carotid artery diameter and carotid flow with asymmetry of the circle of Willis

Pre-operative MRI Radiomics for the Prediction of Progression and Recurrence in Meningiomas

Magnetic Resonance Imaging Features Associated with a High and Low Expression of Tumor-Infiltrating Lymphocytes: A Stratified Analysis According to Molecular Subtypes

Radiomics Approach for Prediction of Recurrence in Non-Functioning Pituitary Macroadenomas

Pitfalls and Limitations of Diffusion-Weighted Magnetic Resonance Imaging in the Diagnosis of Urinary Bladder Cancer

Evaluation of the association between quantitative mammographic density and breast cancer occurred in different quadrants

Noninvasive assessment of intracranial elastance and pressure in spontaneous intracranial hypotension by MRI

Computer‐aided diagnosis for distinguishing between triple‐negative breast cancer and fibroadenomas based on ultrasound texture features

Development of a quantitative method for analysis of breast density based on three-dimensional breast MRI

Intravoxel Incoherent Motion-Diffusion-Weighted MRI for Investigation of Delayed Graft Function Immediately after Kidney Transplantation

Tumor detection in automated breast ultrasound images using quantitative tissue clustering

MRI evaluation of pathologically complete response and residual tumors in breast cancer after neoadjuvant chemotherapy

Prediction of progression in skull base meningiomas: additional benefits of apparent diffusion coefficient value

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