Xiaohong Jia

Beijing Jiaotong University — China

Computer Science · Physical Sciences

20h-index2.6kcitations51works6.12yr avg
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Research Topics

AI in cancer detection(12), Radiomics and Machine Learning in Medical Imaging(12), Medical Image Segmentation Techniques(10), Ultrasound Imaging and Elastography(9), Photoacoustic and Ultrasonic Imaging(7)

Publications51 total

MRG-R3: Retrieval-Reflection-Reward via Multimodal LLMs Advances Clinical Automated Medical Report Generation
2025Open Access
Experimental analysis of raindrop-induced SNR attenuation in MEMS Lidar
2025
The impacts of rainfall on MEMS Lidar SNR and detecting ability
Infrared Physics & Technology·2025· 2 cited
Fuzzy C-Means Clustering with Region Constraints for Superpixel Generation
International Journal of Fuzzy Systems·2025· 2 citedOpen Access
MAS-Net: Multi-Attention Hybrid Network for Superpixel Segmentation
Symmetry·2024· 1 citedOpen Access
Interactive reverse engineering of CAD models
Computer Aided Geometric Design·2024· 12 cited
Ultrasound Viscosity Imaging in Breast Lesions: A Multicenter Prospective Study
Academic Radiology·2024· 16 cited
An efficient framework for lesion segmentation in ultrasound images using global adversarial learning and region-invariant loss
Computers in Biology and Medicine·2024· 10 cited
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training
Computers in Biology and Medicine·2024· 12 cited
Synthetic Breast Ultrasound Images: A Study to Overcome Medical Data Sharing Barriers
Research·2024· 6 citedOpen Access
Machine Learning-Based Breast Tumor Ultrasound Radiomics for Pre-operative Prediction of Axillary Sentinel Lymph Node Metastasis Burden in Early-Stage Invasive Breast Cancer
Ultrasound in Medicine & Biology·2023· 26 citedOpen Access
Markedly hypoechoic: a new definition improves the diagnostic performance of thyroid ultrasound
European Radiology·2023· 8 cited
Generalizability and Diagnostic Performance of AI Models for Thyroid US
Radiology·2023· 27 cited
Virtual elastography ultrasound via generative adversarial network for breast cancer diagnosis
Nature Communications·2023· 48 citedOpen Access
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
Clinical Application of Computer-Aided Diagnosis for Breast Ultrasonography: Factors That Lead to Discordant Results in Radial and Antiradial Planes
SHILAP Revista de lepidopterología·2022· 8 citedOpen Access
Shear wave elastography and pulsed doppler for breast lesions: Similar diagnostic performance and positively correlated stiffness and blood flow resistance
European Journal of Radiology·2022· 2 cited
Generalizability and Diagnostic Efficacy of AI Models for Thyroid Ultrasound
SSRN Electronic Journal·2022Open Access
Fuzzy STUDENT’S T-Distribution Model Based on Richer Spatial Combination
IEEE Transactions on Fuzzy Systems·2021· 5 citedOpen Access
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound
Medical Image Analysis·2021· 56 cited
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Frequent Co-authors

Jianqiao Zhou(17), Yijie Dong(14), Weiwei Zhan(12), Kristin Hollung(9), Tao Lei(8), Asoke K. Nandi(8), Hongying Meng(7), Kjell Ivar Hildrum(7), Ting Luo(7), Jianqiao Zhou(7), L. Aass(5), Dong Ni(5), Xia Chen(5), Shigang Liu(4), Eva Veiseth-Kent(4), Ruobing Huang(4), Zihan Mei(4), Xiaomao Luo(4), Qiaoying Li(4), Ying Gu(4)