Celia Wai-Yi Yip

Queen Elizabeth Hospital — China

Medicine · Health Sciences

7h-index185citations13works0.42yr avg
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Research Topics

Head and Neck Cancer Studies(12), Radiomics and Machine Learning in Medical Imaging(10), Inflammatory Biomarkers in Disease Prognosis(3), Lung Cancer Diagnosis and Treatment(2), Nutrition and Health in Aging(2)

Publications13 total

A Multi-Modal Deep Learning Approach for Predicting Eligibility for Adaptive Radiation Therapy in Nasopharyngeal Carcinoma Patients
Cancers·2025Open Access
Predicting disease progression from the rate of bodyweight change in nasopharyngeal carcinoma patient during radiotherapy
Scientific Reports·2025· 1 citedOpen Access
Weight censorial score: estimation of the weight loss during concurrent chemo-radiotherapy in nasopharyngeal carcinoma patients by image features predicts prognosis
La radiologia medica·2025· 1 citedOpen Access
Predicting disease progression from the rate of bodyweight change in Nasopharyngeal Carcinoma Patient during Radiotherapy
2024Open Access
2158: A Survival-Driven Radiotherapy Plan Quality Index for Nasopharyngeal Cancer: A Multicenter Study
Radiotherapy and Oncology·2024
Explainable machine learning via intra-tumoral radiomics feature mapping for patient stratification in adjuvant chemotherapy for locoregionally advanced nasopharyngeal carcinoma
La radiologia medica·2023· 17 citedOpen Access
Multimodal Data Integration to Predict Severe Acute Oral Mucositis of Nasopharyngeal Carcinoma Patients Following Radiation Therapy
Cancers·2023· 15 citedOpen Access
Radiomic feature repeatability and its impact on prognostic model generalizability: A multi-institutional study on nasopharyngeal carcinoma patients
Radiotherapy and Oncology·2023· 27 citedOpen Access
Quantitative Spatial Characterization of Lymph Node Tumor for N Stage Improvement of Nasopharyngeal Carcinoma Patients
Cancers·2022· 7 citedOpen Access
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·2022· 27 citedOpen Access
Multi-Organ Omics-Based Prediction for Adaptive Radiation Therapy Eligibility in Nasopharyngeal Carcinoma Patients Undergoing Concurrent Chemoradiotherapy
Frontiers in Oncology·2022· 53 citedOpen Access
Integration of an imbalance framework with novel high-generalizable classifiers for radiomics-based distant metastases prediction of advanced nasopharyngeal carcinoma
Knowledge-Based Systems·2021· 34 cited
Constructing Novel Prognostic Biomarkers of Advanced Nasopharyngeal Carcinoma from Multiparametric MRI Radiomics Using Ensemble-Model Based Iterative Feature Selection
2019· 3 cited

Frequent Co-authors

Jing Cai(13), Saikit Lam(11), Francis Kar-Ho Lee(11), Xinzhi Teng(10), Jiang Zhang(9), Kwok‐Hung Au(9), Victor Lee(9), Yuanpeng Zhang(5), Andy Lai-Yin Cheung(5), Zongrui Ma(4), Xinyang Han(4), Jiachen Sun(3), Tin‐Ching Chau(3), Jiachen Sun(3), Bing Li(2), Ruiyan Ni(2), Ta Zhou(2), Tao Peng(2), Amy Chang(2), Lawrence Chan(2)