- 首页
- 专家介绍
刘磊
- 所属科室：
- 泌尿外
- 职称：
- 副主任医师
- 出诊时间：
- 专家介绍：
- 副主任医师，硕士研究生导师，医学博士，博士后。大连市高层次人才“青年才俊”，中国抗癌协会会员。大连医科大学附属第一医院优秀规培指导教师。2018年毕业于大连医科大学。擅长泌尿外科常见疾病，尤其是泌尿系统恶性肿瘤的诊治。主要研究方向：1.基于影像学和病理学的人工智能技术在泌尿系统疾病诊疗中的应用 2.泌尿系统肿瘤的发病机制研究。主持辽宁省科技计划联合计划博士科研启动项目1项：基于CT影像深度学习分析肿瘤干性预测非肌层浸润性膀胱癌术后复发风险的研究。大连市医学科学研究计划项目1项：能谱CT综合分析评价肾细胞癌上皮-间质转化的研究。以第一或通讯作者发表SCI论文10余篇。
近年来以通讯作者发表论文：
1. Du, C., Wei, W., Hu, M., He, J., Shen, J., Liu, Y., Li, J., Liu, L. (2025). Enhancing prediction accuracy for muscle invasion in bladder cancer using a dual-energy CT-based interpretable model incorporating habitat radiomics and deep learning. BMC cancer, 25(1), 1842. https://doi.org/10.1186/s12885-025-15107-7
2. Du, C., Wei, W., Hu, M., He, J., Shen, J., Liu, Y., Li, J., &Liu, L. (2025). Multi-DECT Image-based Interpretable Model Incorporating Habitat Radiomics and Vision Transformer Deep Learning for Preoperative Prediction of Muscle Invasion in Bladder Cancer. Academic radiology, 32(12), 7204–7214. https://doi.org/10.1016/j.acra.2025.08.018
3. Wang, S., Tong, X., Zhang, J., Fan, Y., Wei, W., Li, J., Liu, Y., Hu, M., Chen, Q., Liu, L. (2024). Estimation of renal function using iodine maps in dual-energy spectral computed tomography urography: a feasibility and accuracy study. Abdominal radiology (New York), 49(3), 997–1005. https://doi.org/10.1007/s00261-023-04146-y
4. Wei, W., Wang, S., Hu, M., Tong, X., Fan, Y., Zhang, J., Cheng, Q., Dong, D.,Liu, L. (2024). Impact of multi-parameter images obtained from dual-energy CT on radiomics to predict pathological grading of bladder urothelial carcinoma. Abdominal radiology (New York), 49(12), 4324–4333. https://doi.org/10.1007/s00261-024-04516-0
5. Hu, M., Wei, W., Zhang, J., Wang, S., Tong, X., Fan, Y., Cheng, Q., Liu, Y., Li, J.,Liu, L. (2024). Impact of virtual monochromatic images of different low-energy levels in dual-energy CT on radiomics models for predicting muscle invasion in bladder cancer. Abdominal radiology (New York), 49(11), 3883–3892. https://doi.org/10.1007/s00261-024-04459-6
6. Hu, M., Wei, W., Zhang, J., Wang, S., Tong, X., Fan, Y., Cheng, Q., Liu, Y., Li, J.,Liu, L. (2024). Assessing muscle invasion in bladder cancer via virtual biopsy: a study on quantitative parameters and classical radiomics features from dual-energy CT imaging. BMC medical imaging, 24(1), 245
招生专业：外科学、医学技术
联系方式：liuleidmu1989@163.com
