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Understanding Sources of Variation to Improve the Reproducibility of Radiomics

Frontiers in oncology, 2021-03, Vol.11, p.633176-633176

Zhao, Binsheng

2021

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Deep learning for the prediction of early on-treatment response in metastatic colorectal cancer from serial medical imaging

Nature communications, 2021-11, Vol.12 (1), p.6654-11, Article 6654

2021

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Assessing Agreement between Radiomic Features Computed for Multiple CT Imaging Settings

PloS one, 2016-12, Vol.11 (12), p.e0166550-e0166550

2016

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Identification of Non-Small Cell Lung Cancer Sensitive to Systemic Cancer Therapies Using Radiomics

Clinical cancer research, 2020-05, Vol.26 (9), p.2151-2162

2020

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Defining a Radiomic Response Phenotype: A Pilot Study using targeted therapy in NSCLC

Scientific reports, 2016-09, Vol.6 (1), p.33860-33860, Article 33860

2016

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CT Slice Thickness and Convolution Kernel Affect Performance of a Radiomic Model for Predicting EGFR Status in Non-Small Cell Lung Cancer: A Preliminary Study

Scientific reports, 2018-12, Vol.8 (1), p.17913-10, Article 17913

2018

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Radiomics for Classifying Histological Subtypes of Lung Cancer Based on Multiphasic Contrast-Enhanced Computed Tomography

Journal of computer assisted tomography, 2019-03, Vol.43 (2), p.300

2019

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Application of Radiomics in Predicting the Malignancy of Pulmonary Nodules in Different Sizes

American journal of roentgenology (1976), 2019-12, Vol.213 (6), p.1213

2019

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Aggressive resection at the infiltrative margins of glioblastoma facilitated by intraoperative fluorescein guidance

Journal of neurosurgery, 2017-07, Vol.127 (1), p.111-122

2017

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Effect of CT image acquisition parameters on diagnostic performance of radiomics in predicting malignancy of pulmonary nodules of different sizes

European radiology, 2022-03, Vol.32 (3), p.1517-1527

2022

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Correction to: A quantitative imaging biomarker for predicting disease-free-survival-associated histologic subgroups in lung adenocarcinoma

European radiology, 2020-12, Vol.30 (12), p.6969-6969

2020

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Machine learning-based identification of contrast-enhancement phase of computed tomography scans

PloS one, 2024-02, Vol.19 (2), p.e0294581-e0294581

2024

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Abdominal Fat Is Associated With Lower Bone Formation and Inferior Bone Quality in Healthy Premenopausal Women: A Transiliac Bone Biopsy Study

The journal of clinical endocrinology and metabolism, 2013-06, Vol.98 (6), p.2562-2572

2013

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Comparing RECIST 1.1 and iRECIST in advanced melanoma patients treated with pembrolizumab in a phase II clinical trial

European radiology, 2021-04, Vol.31 (4), p.1853-1862

2021

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Variability of Lung Tumor Measurements on Repeat Computed Tomography Scans Taken Within 15 Minutes

Journal of clinical oncology, 2011-08, Vol.29 (23), p.3114-3119

2011

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A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study

Journal of digital imaging, 2016-08, Vol.29 (4), p.476-487

2016

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EGFR Exon 19 Insertions: A New Family of Sensitizing EGFR Mutations in Lung Adenocarcinoma

Clinical cancer research, 2012-03, Vol.18 (6), p.1790-1797

2012

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Artificial intelligence and radiomics: fundamentals, applications, and challenges in immunotherapy

Journal for immunotherapy of cancer, 2022-09, Vol.10 (9), p.e005292

2022

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Differentiation of Focal-Type Autoimmune Pancreatitis From Pancreatic Ductal Adenocarcinoma Using Radiomics Based on Multiphasic Computed Tomography

Journal of computer assisted tomography, 2020-07, Vol.44 (4), p.511

2020

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The Imaging Viewpoint: How Imaging Affects Determination of Progression-Free Survival

Clinical cancer research, 2013-05, Vol.19 (10), p.2621-2628

2013

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A quantitative imaging biomarker for predicting disease-free-survival-associated histologic subgroups in lung adenocarcinoma

European radiology, 2020-07, Vol.30 (7), p.3614-3623

2020

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Prospective Assessment of Discontinuation and Reinitiation of Erlotinib or Gefitinib in Patients with Acquired Resistance to Erlotinib or Gefitinib Followed by the Addition of Everolimus

Clinical cancer research, 2007-09, Vol.13 (17), p.5150-5155

2007

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A Pilot Study of Volume Measurement as a Method of Tumor Response Evaluation to Aid Biomarker Development

Clinical cancer research, 2010-09, Vol.16 (18), p.4647-4653

2010

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Uncontrolled Confounders May Lead to False or Overvalued Radiomics Signature: A Proof of Concept Using Survival Analysis in a Multicenter Cohort of Kidney Cancer

Frontiers in oncology, 2021-05, Vol.11, p.638185-638185

2021

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Predicting Tyrosine Kinase Inhibitor Treatment Response in Stage IV Lung Adenocarcinoma Patients With EGFR Mutation Using Model-Based Deep Transfer Learning

Frontiers in oncology, 2021-07, Vol.11, p.679764-679764

2021

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Understanding Sources of Variation to Improve the Reproducibility of Radiomics

Deep learning for the prediction of early on-treatment response in metastatic colorectal cancer from serial medical imaging

Assessing Agreement between Radiomic Features Computed for Multiple CT Imaging Settings

Identification of Non-Small Cell Lung Cancer Sensitive to Systemic Cancer Therapies Using Radiomics

Defining a Radiomic Response Phenotype: A Pilot Study using targeted therapy in NSCLC

CT Slice Thickness and Convolution Kernel Affect Performance of a Radiomic Model for Predicting EGFR Status in Non-Small Cell Lung Cancer: A Preliminary Study

Radiomics for Classifying Histological Subtypes of Lung Cancer Based on Multiphasic Contrast-Enhanced Computed Tomography

Application of Radiomics in Predicting the Malignancy of Pulmonary Nodules in Different Sizes

Aggressive resection at the infiltrative margins of glioblastoma facilitated by intraoperative fluorescein guidance

Effect of CT image acquisition parameters on diagnostic performance of radiomics in predicting malignancy of pulmonary nodules of different sizes

Correction to: A quantitative imaging biomarker for predicting disease-free-survival-associated histologic subgroups in lung adenocarcinoma

Machine learning-based identification of contrast-enhancement phase of computed tomography scans

Abdominal Fat Is Associated With Lower Bone Formation and Inferior Bone Quality in Healthy Premenopausal Women: A Transiliac Bone Biopsy Study

Comparing RECIST 1.1 and iRECIST in advanced melanoma patients treated with pembrolizumab in a phase II clinical trial

Variability of Lung Tumor Measurements on Repeat Computed Tomography Scans Taken Within 15 Minutes

A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study

EGFR Exon 19 Insertions: A New Family of Sensitizing EGFR Mutations in Lung Adenocarcinoma

Artificial intelligence and radiomics: fundamentals, applications, and challenges in immunotherapy

Differentiation of Focal-Type Autoimmune Pancreatitis From Pancreatic Ductal Adenocarcinoma Using Radiomics Based on Multiphasic Computed Tomography

The Imaging Viewpoint: How Imaging Affects Determination of Progression-Free Survival

A quantitative imaging biomarker for predicting disease-free-survival-associated histologic subgroups in lung adenocarcinoma

Prospective Assessment of Discontinuation and Reinitiation of Erlotinib or Gefitinib in Patients with Acquired Resistance to Erlotinib or Gefitinib Followed by the Addition of Everolimus

A Pilot Study of Volume Measurement as a Method of Tumor Response Evaluation to Aid Biomarker Development

Uncontrolled Confounders May Lead to False or Overvalued Radiomics Signature: A Proof of Concept Using Survival Analysis in a Multicenter Cohort of Kidney Cancer

Predicting Tyrosine Kinase Inhibitor Treatment Response in Stage IV Lung Adenocarcinoma Patients With EGFR Mutation Using Model-Based Deep Transfer Learning

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