Ge Ren

Hong Kong Polytechnic University — Hong Kong

Medicine · Health Sciences

14h-index841citations78works3.22yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(27), Medical Imaging Techniques and Applications(23), Advanced Radiotherapy Techniques(21), Lung Cancer Diagnosis and Treatment(14), MRI in cancer diagnosis(11)

Publications78 total

Interactions between hematological biomarkers of virus infection and immune cells in mediating distant metastasis in nasopharyngeal carcinoma: insights into prognosis and induction chemotherapy administration
Radiology and Oncology·2026Open Access
A generalizable dose prediction model for automatic radiotherapy planning based on physics‐informed priors and large‐kernel convolutions
Medical Physics·2025· 1 cited
Tumor Imaging Heterogeneity Index-Inspired Insights into the Unveiling Tumor Microenvironment of Breast Cancer
International Journal of Molecular Sciences·2025· 1 citedOpen Access
CPSN: Caputo Principal-Curve-Guided Segmentation Network on Ultrasound Kidney Databases
Journal of Imaging Informatics in Medicine·2025
Interpretable and Performant Multimodal Nasopharyngeal Carcinoma GTV Segmentation with Clinical Priors Guided 3D-Gaussian-Prompted Diffusion Model (3DGS-PDM)
Cancers·2025Open Access
Deep learning in acupuncture: A systematic review
Artificial Intelligence in Medicine·2025
Prediction of axillary lymph node metastasis in breast cancer based on MRI: A novel domain adaptative radiomics pipeline for multicenter studies
Medical Physics·2025
Deep Learning-Based Motion-Compensated Reconstruction for Accelerating 4-Dimensional Magnetic Resonance Fingerprinting
International Journal of Radiation Oncology*Biology*Physics·2025
A Review of Advances in Lung Function Imaging and Its Applications for Functional Lung Avoidance in Radiation Therapy
Seminars in Nuclear Medicine·2025· 1 cited
Evaluation of a fast-volumetric four-dimensional magnetic resonance imaging technique for abdominal radiotherapy tumor motion management
Quantitative Imaging in Medicine and Surgery·2025Open Access
Feature Selection and Prediction of Pediatric Tuina in Attention Deficit/Hyperactivity Disorder Management: A Machine Learning Approach Based on Parent-Reported Children’s Constitution
Bioengineering·2025· 1 citedOpen Access
A novel family model for dose prediction in esophageal cancer VMAT planning
Medical Physics·2025
Novel genetic algorithm‐based individual treatment effect scoring model for optimizing decision‐making: Induction chemotherapy in nasopharyngeal carcinoma
View·2025Open Access
IDDF2025-ABS-0276 Graph neural network-based algorithm for severity classification of helicobacter pylori infection in gastric biopsy whole-slide images
Clinical Gastroenterology·2025
IDDF2025-ABS-0275 Artificial intelligence-based system to assist pathologists in cancer diagnosis and related pathologies in gastric biopsies
Clinical Gastroenterology·2025
Differentiating Bacterial and Non-Bacterial Pneumonia on Chest CT Using Multi-Plane Features and Clinical Biomarkers
Academic Radiology·2025· 2 cited
634 Longitudinal ADC Imaging for Treatment Response Prediction in Breast Cancer: Prognostic Radiomic Features and Related Functional Pathways
Radiotherapy and Oncology·2025
Anatomy-wise lung ventilation imaging for precise functional lung avoidance radiation therapy
Physics in Medicine and Biology·2025Open Access
Feature-targeted deep learning framework for pulmonary tumorous Cone-beam CT (CBCT) enhancement with multi-task customized perceptual loss and feature-guided CycleGAN
Computerized Medical Imaging and Graphics·2025· 3 cited
Artificial intelligence in four-dimensional imaging for motion management in radiation therapy
Artificial Intelligence Review·2025· 6 citedOpen Access
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Frequent Co-authors

Jing Cai(39), Haonan Xiao(14), Xinzhi Teng(14), Saikit Lam(13), Yuhua Huang(10), Jiang Zhang(9), Jing Qin(9), Ta Zhou(8), Bing Li(8), Wen Li(8), Feng‐Ming Kong(8), Zhi Chen(8), Victor Lee(7), Chenyang Liu(6), Shaohua Zhi(6), Kwok‐Hung Au(6), Hong Ge(6), Dongrong Yang(6), Yuanpeng Zhang(5), Zongrui Ma(5)