学术任职:
广东省医学会放射学分会青年委员会 副主任委员
广东省医学会放射医学分会分子影像与大数据学组 副组长
广东省医疗行业协会肾内科管理分会 常务委员
广东省医师协会放射科医师分会学术监督、骨肌学组 成员
广东肝病学会影像诊断专业委员会 常务委员、秘书
广东医院协会影像中心管理委员会 青年委员
代表性著作:
1.Li X, Huang S, Pan Z, Qin P, Wu W, Qi M, Ma J, Kang S, Chen J, Zhou L, Xu Y, Qin G*. Deep learning based de-overlapping correction of projections from a flat-panel micro array X-ray source: Simulation study. Phys Med. 2023 Jul;111:102607. doi: 10.1016/j.ejmp.2023.102607. Epub 2023 May 19. PMID: 37210964. (中科院分区:工程3区,JCR分区:Q2,IF:3.4)
2.Yunbi Liu#, Fengxia Zeng, Mengwei Ma, Bowen Zheng, Zhaoqiang Yun, Genggeng Qin*, Wei Yang*, Qianjing Feng, Bone suppression of lateral chest X-rays with imperfect and limited dual-energy subtraction images. Computerized Medical Imaging and Graphics. 2023;105(2023)102186.(中科院分区:工程2区,JCR分区:Q1,IF:7.422)
3.Zeng F#, Dai H#, Li X, Guo L, Jia N, Yang J, Huang D, Zeng H, Chen W, Zhang L*, Qin G*. Preoperative radiomics model using gadobenate dimeglumine-enhanced magnetic resonance imaging for predicting β-catenin mutation in patients with hepatocellular carcinoma: A retrospective study. Front Oncol. 2022 Sep 16;12:916126.
(中科院分区:3区,JCR分区:Q2,IF:5.738)
4.Le Ma#, Hui Liu#, Xiaojia Lin, Yuxing Cai, Ling Zhang, Weiguo Chen*, Genggeng Qin*. Lesion-specific exposure parameters for breast cancer diagnosis on digital breast tomosynthesis and full-field digital mammography[J]. Biomedical Signal Processing and Control, 2022, 77: 103752.( 中科院分区:2区,JCR分区:Q2,IF:5.076)
5.Li Y#, Wang K#, Chen Y, Cai J, Qin X, Lu A, Guan D*, Qin G* and Chen W* (2021) A System Pharmacology Model for Decoding the Synergistic Mechanisms of Compound Kushen Injection in Treating Breast Cancer. Front. Pharmacol. 12:723147. doi: 10.3389/fphar.2021.723147(中科院分区:2区,JCR分区:Q1,IF:5.988)
6.Mengwei Ma#, Renyi Liu#, Chanjuan Wen, Weimin Xu, Zeyuan Xu, Sina Wang, Jiefang Wu, Derun Pan, Bowen Zheng, Genggeng Qin*,Weiguo Chen*.Predicting the molecular subtype of breast cancer and identifying interpretable imaging features using machine learning algorithms. European Radiology, 2022;32(3):1652-1662. doi:10.1007/s00330-021-08271-4. (中科院分区:2区,JCR分区:Q1,IF:7.034)
7.Liu, R. #, Pan, D. #, Xu, Y., Zeng, H., He, Z., Lin, J., Zeng, W., Wu, Z., Luo, Z., Qin, G. *, & Chen, W. * (2021). A deep learning-machine learning fusion approach for the classification of benign, malignant, and intermediate bone tumors. European radiology, 2022 Feb;32(2):1371-1383. (中科院分区:2区,JCR分区:Q1,IF:7.034)
8.Le Ma#, Xiaojia Lin, Bingjia Lai, Wenshang Wang, Yuxing Cai, Weiguo Chen, Genggeng Qin*. Additive value of exposure parameters for breast cancer diagnosis in digital mammography [J]. European radiology, 2020. (中科院分区:2区,JCR分区:Q1,IF:7.034)
9.Yangling Hu#, Weimin Xu#, Hui Zeng, Zilong He, Xiao Lu, Daming Zuo, Genggeng Qin*, Weiguo Chen*. OXPHOS-dependent metabolic reprogramming prompts metastatic potential of breast cancer cells under osteogenic differentiation. British journal of cancer, 2020 Nov;123(11):1644-1655(中科院分区:1区,JCR分区:Q1,IF:9.075)
10.Li X#, Qin G#, He Q, Sun L, Zeng H, He Z, Chen W, Zhen X*,Zhou L*,Digital breast tomosynthesis versus digital mammography: integration of image modalities enhances deep learning-based breast mass classification, European Radiology,2020;30(2):778–788.(中科院分区:2区,JCR分区:Q1,IF:7.034)
科研项目:
1.国家重点研发计划课题《基于第三方服务模式的乳腺癌筛查方案优化及应用示范》
2.广东省自然科学基金项目《多组学联合分析Her-2阳性乳腺癌微钙化形成机制及Her-2影像学标志物》
3.广东省自然科学基金项目《乳腺癌转移病灶的人工智能识别模型初步构建及临床应用》
4.广东省医学科学技术研究基金《基于医学影像大数据及卷积神经网络的 X线胸片虚拟双能减影方法及应用研究》
5.赣州市科技计划项目《以医院为基础的新发重大传染病预警、应对和运营优化》
专利成果:
1.发明专利,ZL202110788291.5,一种融合影像和临床特征信息的乳腺癌风险预测系统
2.发明专利,ZL201810663925.2,一种基于红外摄像头的X线辅助摄影方法、系统及装置
3.实用新型专利,CN213875484U,一种组织标本X线辅助摄影装置
4.发明专利,CN111772653A一种钡剂吞咽的识别曝光方法、系统、装置及介质
5.发明专利,201810582349.9,一种基于卷积神经网络的乳腺密度分类方法、系统及装置
6.发明专利,CN107714070B,基于数字化断层融合图的乳腺病灶定位方法、系统和装置
7.实用新型专利,201721153936.3,一种颈椎支撑装置及颈椎动力侧位的X线摄影系统
8.发明专利,CN201611216579.0,一种X线断层融合的辐射剂量相关参数的测定方法
9.发明专利,CN105447866A,基于卷积神经网络的X线胸片骨抑制处理方法
10.实用新型专利,CN203829012U,乳腺穿刺定位压迫器
11.PCT国际发明专利,基于卷积神经网络的X线胸片骨抑制处理方法