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

Saikit Lam, Yuanpeng Zhang, Jiang Zhang, +20

Frontiers in Oncology

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

Wen Li, Haonan Xiao, Tian Li, +10

International Journal of Radiation Oncology*Biology*Physics

EngineeringMedical ImagingDeep LearningBiomedical ImagingMultimodality +9

Building reliable radiomic models using image perturbation

Xinzhi Teng, Jiang Zhang, Alex Zwanenburg, +13

Scientific Reports

Deep Learning-Based Computed Tomography Perfusion Mapping (DL-CTPM) for Pulmonary CT-to-Perfusion Translation

Ge Ren, Jiang Zhang, Tian Li, +5

International Journal of Radiation Oncology*Biology*Physics

Computed TomographyEngineeringMedical ImagingMedical Image ComputingBiomedical Imaging +7

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

Xinzhi Teng, Jiang Zhang, Zongrui Ma, +13

Frontiers in Oncology

A dual‐supervised deformation estimation model (DDEM) for constructing ultra‐quality 4D‐MRI based on a commercial low‐quality 4D‐MRI for liver cancer radiation therapy

Haonan Xiao, Ruiyan Ni, Shaohua Zhi, +13

Medical Physics

MRI super-resolution via realistic downsampling with adversarial learning

Bangyan Huang, Haonan Xiao, Weiwei Liu, +8

Physics in Medicine and Biology

EngineeringGaussian GroupSuper-resolution ImagingImage AnalysisSingle-image Super-resolution +14

Investigation of a Novel Deep Learning-Based Computed Tomography Perfusion Mapping Framework for Functional Lung Avoidance Radiotherapy

Ge Ren, Saikit Lam, Jiang Zhang, +5

Frontiers in Oncology

Computed TomographyConvolutional Neural NetworkDefective Lung TissueEngineeringNormal Lung Tissue +17

Advances in MRI‐guided precision radiotherapy

Chenyang Liu, Mao Li, Haonan Xiao, +5

Precision Radiation Oncology

Nuclear ImagingBiomedical EngineeringTreatment VerificationMagnetic Resonance ImagingRadiation Medicine +17

A Transfer Learning Framework for Deep Learning-Based CT-to-Perfusion Mapping on Lung Cancer Patients

Ge Ren, Bing Li, Saikit Lam, +9

Frontiers in Oncology