Yunxia Huang

Shanghai Medical College of Fudan University — China

Medicine · Health Sciences

9h-index420citations19works0.02yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(9), Breast Cancer Treatment Studies(7), Breast Lesions and Carcinomas(6), Thyroid Cancer Diagnosis and Treatment(5), AI in cancer detection(5)

Publications19 total

SURF: A Self‐Supervised Deep Learning Method for Reference‐Free Deconvolution in Spatial Transcriptomics
Advanced Science·2025Open Access
IMAGGS: a radiogenomic framework for identifying multi-way associations in breast cancer subtypes
Journal of genetics and genomics/Journal of Genetics and Genomics·2023· 4 cited
Unraveling the Pivotal Network of Ultrasound and Somatic Mutations in Triple-Negative and Non-Triple-Negative Breast Cancer
Breast Cancer Targets and Therapy·2023· 6 citedOpen Access
Deep learning radiomics model based on breast ultrasound video to predict HER2 expression status
Frontiers in Endocrinology·2023· 35 citedOpen Access
Virtual elastography ultrasound via generative adversarial network for breast cancer diagnosis
Nature Communications·2023· 48 citedOpen Access
Augmented reality elastography ultrasound via generate adversarial network for breast cancer diagnosis
2022· 1 citedOpen Access
Ultrasonic Features and Molecular Subtype Predict Somatic Mutations in TP53 and PIK3CA Genes in Breast Cancer
Academic Radiology·2022· 9 cited
Comprehensive Risk System Based on Shear Wave Elastography and BI-RADS Categories in Assessing Axillary Lymph Node Metastasis of Invasive Breast Cancer—A Multicenter Study
Frontiers in Oncology·2022· 17 citedOpen Access
Application of preoperative ultrasound features combined with clinical factors in predicting HER2-positive subtype (non-luminal) breast cancer
BMC Medical Imaging·2021· 6 citedOpen Access
Radiogenomic Analysis of Papillary Thyroid Carcinoma for Prediction of Cervical Lymph Node Metastasis: A Preliminary Study
Frontiers in Oncology·2021· 25 citedOpen Access
PUK9 Economic Evaluation of Prostate-Specific Antigen Screening for Prostate Cancer in China
Value in Health·2021· 1 cited
Prediction of treatment responses to neoadjuvant chemotherapy in breast cancer using contrast-enhanced ultrasound
Gland Surgery·2021· 24 citedOpen Access
Development and Validation of a Simple-to-Use Nomogram for Predicting the Upgrade of Atypical Ductal Hyperplasia on Core Needle Biopsy in Ultrasound-Detected Breast Lesions
Frontiers in Oncology·2021· 12 citedOpen Access
An Ultrasound Radiomics Nomogram for Preoperative Prediction of Central Neck Lymph Node Metastasis in Papillary Thyroid Carcinoma
Frontiers in Oncology·2020· 102 citedOpen Access
Ultrasound-Based Radiomic Nomogram for Predicting Lateral Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma
Academic Radiology·2020· 106 cited
Radiogenomic analysis of cervical lymph node metastasis in papillary thyroid carcinoma: A preliminary study
Research Square (Research Square)·2020Open Access
The Role of Contrast-Enhanced Ultrasound in the Diagnosis and Pathologic Response Prediction in Breast Cancer: A Meta-analysis and Systematic Review
Clinical Breast Cancer·2020· 23 cited
Comparison of ultrasound radiomics with conventional imaging models: diagnosis of central cervical lymph node metastasis in papillary thyroid carcinoma
Zhonghua chaosheng yingxiangxue zazhi·2019
A prediction model for assessing the response after neoadjuvant chemotheraphy in patients with breast cancer: Combination on contrast enhanced ultrasound and clinicalpathological parameters
Ultrasound in Medicine & Biology·2019· 1 cited

Frequent Co-authors

Shichong Zhou(15), Cai Chang(13), Yuanyuan Wang(9), Jinhua Yu(7), Yi Guo(6), Yuyang Tong(4), Jin Zhou(4), Jin Zhou(4), Lang Qian(4), Jingwen Zhang(3), Yanjun Xu(3), Jinfeng Xu(3), Fajin Dong(3), ChengRong Wu(3), Wenjia Hu(3), Qiaoying Li(3), Wanyue Deng(3), Qiongchao Jiang(3), YongLin Mou(3), HuanNan Yan(3)