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Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-institutional Patient-based Data Normalization

IEEE journal of biomedical and health informatics, 2024-01, Vol.28 (1), p.1-11

2024

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Pixelwise Gradient Model with GAN for Virtual Contrast Enhancement in MRI Imaging

Cancers, 2024-02, Vol.16 (5), p.999

2024

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Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma

Frontiers in oncology, 2022-10, Vol.12, p.974467-974467

2022

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Multi-Organ Omics-Based Prediction for Adaptive Radiation Therapy Eligibility in Nasopharyngeal Carcinoma Patients Undergoing Concurrent Chemoradiotherapy

Frontiers in oncology, 2022-01, Vol.11, p.792024-792024

2022

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Pretreatment Prediction of Adaptive Radiation Therapy Eligibility Using MRI-Based Radiomics for Advanced Nasopharyngeal Carcinoma Patients

Frontiers in oncology, 2019-10, Vol.9, p.1050-1050

2019

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Explainable machine learning via intra-tumoral radiomics feature mapping for patient stratification in adjuvant chemotherapy for locoregionally advanced nasopharyngeal carcinoma

Radiologia medica, 2023-07, Vol.128 (7), p.828-838

2023

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Dosimetric verification and quality assurance of running‐start‐stop (RSS) delivery in tomotherapy

Journal of applied clinical medical physics, 2015-11, Vol.16 (6), p.23-29

2015

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Quantitative Spatial Characterization of Lymph Node Tumor for N Stage Improvement of Nasopharyngeal Carcinoma Patients

Cancers, 2022-12, Vol.15 (1), p.230

2022

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A Multi-Center Study of CT-Based Neck Nodal Radiomics for Predicting an Adaptive Radiotherapy Trigger of Ill-Fitted Thermoplastic Masks in Patients with Nasopharyngeal Carcinoma

Life (Basel, Switzerland), 2022-02, Vol.12 (2), p.241

2022

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Virtual Contrast-Enhanced Magnetic Resonance Images Synthesis for Patients With Nasopharyngeal Carcinoma Using Multimodality-Guided Synergistic Neural Network

International journal of radiation oncology, biology, physics, 2022-03, Vol.112 (4), p.1033-1044

2022

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Dosimetric difference amongst 3 techniques: TomoTherapy, sliding-window intensity-modulated radiotherapy (IMRT), and RapidArc radiotherapy in the treatment of late-stage nasopharyngeal carcinoma (NPC)

Medical dosimetry : official journal of the American Association of Medical Dosimetrists, 2014, Vol.39 (1), p.44-49

2014

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Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma

Knowledge-based systems, 2022-01, Vol.235, p.107649, Article 107649

2022

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Radiomic feature repeatability and its impact on prognostic model generalizability: A multi-institutional study on nasopharyngeal carcinoma patients

Radiotherapy and oncology, 2023-06, Vol.183, p.109578-109578, Article 109578

2023

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Dynamic contrast enhancement magnetic resonance imaging (DCE-MRI) for differential diagnosis in head and neck cancers

European journal of radiology, 2012-04, Vol.81 (4), p.784-788

2012

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Radiation Injury of the Parotid Glands During Treatment for Head and Neck Cancer: Assessment Using Dynamic Contrast-Enhanced MR Imaging

Radiation research, 2011-03, Vol.175 (3), p.291-296

2011

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Virtual Contrast-Enhanced MRI Synthesis with High Model Generalizability Using Trusted Federated Learning (FL-TrustVCE): A Multi-institutional Study

Computational Mathematics Modeling in Cancer Analysis, 2023, Vol.14243, p.1-10

2023

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Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma

Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023, Vol.14226, p.541-550

2023

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Multi-institutional Investigation of Model Generalizability for Virtual Contrast-Enhanced MRI Synthesis

Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022, Vol.13437, p.765-773

2022

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1496: Image Fusion Using Pixelwise Gradient Model for Image Fusion (PGMIF)

Radiotherapy and oncology, 2024-05, Vol.194, p.S2911-S2912

2024

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Evaluating Virtual Contrast-Enhanced Magnetic Resonance Imaging in Nasopharyngeal Carcinoma Radiation Therapy: A Retrospective Analysis for Primary Gross Tumor Delineation

International journal of radiation oncology, biology, physics, 2024-07

2024

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2158: A Survival-Driven Radiotherapy Plan Quality Index for Nasopharyngeal Cancer: A Multicenter Study

Radiotherapy and oncology, 2024-05, Vol.194, p.S5103-S5105

2024

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Pixelwise Gradient Model for Image Fusion (PGMIF): a multi-sequence magnetic resonance imaging (MRI) fusion model for tumor contrast enhancement of nasopharyngeal carcinoma

Quantitative imaging in medicine and surgery, 2024-06, Vol.14 (6), p.4098-4109

2024

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Constructing Novel Prognostic Biomarkers of Advanced Nasopharyngeal Carcinoma from Multiparametric MRI Radiomics Using Ensemble-Model Based Iterative Feature Selection

2019 International Conference on Medical Imaging Physics and Engineering (ICMIPE), 2019, p.1-7

2019

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Use of Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) on Head and Neck Cancer

Lee, Kar Ho Francis

2011

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Model Generalizability Investigation for GFCE-MRI Synthesis in NPC Radiotherapy Using Multi-institutional Patient-based Data Normalization

Pixelwise Gradient Model with GAN for Virtual Contrast Enhancement in MRI Imaging

Improving radiomic model reliability using robust features from perturbations for head-and-neck carcinoma

Multi-Organ Omics-Based Prediction for Adaptive Radiation Therapy Eligibility in Nasopharyngeal Carcinoma Patients Undergoing Concurrent Chemoradiotherapy

Pretreatment Prediction of Adaptive Radiation Therapy Eligibility Using MRI-Based Radiomics for Advanced Nasopharyngeal Carcinoma Patients

Explainable machine learning via intra-tumoral radiomics feature mapping for patient stratification in adjuvant chemotherapy for locoregionally advanced nasopharyngeal carcinoma

Dosimetric verification and quality assurance of running‐start‐stop (RSS) delivery in tomotherapy

Quantitative Spatial Characterization of Lymph Node Tumor for N Stage Improvement of Nasopharyngeal Carcinoma Patients

A Multi-Center Study of CT-Based Neck Nodal Radiomics for Predicting an Adaptive Radiotherapy Trigger of Ill-Fitted Thermoplastic Masks in Patients with Nasopharyngeal Carcinoma

Virtual Contrast-Enhanced Magnetic Resonance Images Synthesis for Patients With Nasopharyngeal Carcinoma Using Multimodality-Guided Synergistic Neural Network

Dosimetric difference amongst 3 techniques: TomoTherapy, sliding-window intensity-modulated radiotherapy (IMRT), and RapidArc radiotherapy in the treatment of late-stage nasopharyngeal carcinoma (NPC)

Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma

Radiomic feature repeatability and its impact on prognostic model generalizability: A multi-institutional study on nasopharyngeal carcinoma patients

Dynamic contrast enhancement magnetic resonance imaging (DCE-MRI) for differential diagnosis in head and neck cancers

Radiation Injury of the Parotid Glands During Treatment for Head and Neck Cancer: Assessment Using Dynamic Contrast-Enhanced MR Imaging

Virtual Contrast-Enhanced MRI Synthesis with High Model Generalizability Using Trusted Federated Learning (FL-TrustVCE): A Multi-institutional Study

Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma

Multi-institutional Investigation of Model Generalizability for Virtual Contrast-Enhanced MRI Synthesis

1496: Image Fusion Using Pixelwise Gradient Model for Image Fusion (PGMIF)

Evaluating Virtual Contrast-Enhanced Magnetic Resonance Imaging in Nasopharyngeal Carcinoma Radiation Therapy: A Retrospective Analysis for Primary Gross Tumor Delineation

2158: A Survival-Driven Radiotherapy Plan Quality Index for Nasopharyngeal Cancer: A Multicenter Study

Pixelwise Gradient Model for Image Fusion (PGMIF): a multi-sequence magnetic resonance imaging (MRI) fusion model for tumor contrast enhancement of nasopharyngeal carcinoma

Constructing Novel Prognostic Biomarkers of Advanced Nasopharyngeal Carcinoma from Multiparametric MRI Radiomics Using Ensemble-Model Based Iterative Feature Selection

Use of Dynamic Contrast Enhanced Magnetic Resonance Imaging (DCE-MRI) on Head and Neck Cancer

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