当前位置: 软件工程系
王珣
发布者:吕华祺 发布时间:2023-07-27 访问次数:170

性别:女

民族:

系所:软件工程系

职务:

职称:教授

办公电话:15216425521

电子邮箱:wangsyun@upc.edu.cn

  • 个人简介展开
    王珣,教授,博士生导师。毕业于日本筑波大学,获工学博士学位。后于中国科学院计算技术研究所从事博士后工作,导师为孙凝晖院士。2015年加入中国石油大学(华东)。2018年至今以第一/通讯作者发表学术论文30余篇。主持国家自然科学基金项目3项,科技部重点研发计划项目子课题2项,山东省联合基金课题1项,山东省重点研发计划1项等纵向项目共10项,以及百万级横向项目2项。入选青岛市青年科技奖,获教育部科技进步二等奖2项,CCF科技进步杰出奖1项,第48届日内瓦国际发明展银奖。获山东省教学成果奖二等奖1项,校级教学成果奖2项。参与省部级教改项目2项。指导学生获第五届“互联网+”国家银奖、第十六届“挑战杯”山东省特等奖,同时获第十六届“挑战杯”优秀指导教师。获得校级“十佳班主任”称号,所指导班级获山东省先进班集体。
  • 研究领域展开
    研究方向为多模态生物医学数据处理分析、及其基于硬件的加速计算。主要包括多模态生物医学数据处理与分析、特异性分子筛选及分子动力学模拟与优化。
  • 学术兼职展开
    担任民盟青岛市委科技专委会委员,青岛市科协科普专委会委员,中国计算机学会高性能计算专委会执行委员,国际膜计算学位委员
  • 主讲课程展开
    《机器学习》、《人工智能导论》、《Deep Learning》、《机器学习实践》
  • 教学、科研项目展开
    1. 基于自学习脉冲神经膜系统的早期肺癌分型智能诊断及其在临床中的应用研究,2019.09-2023.12,No.61972416,70.8万,在研,主持。
    2. 面向肝癌射频消融的智能建模与快速动力学分析方法研究及其临床验证,2024年-2028年,No.62372469,在研,主持。
    3. 复杂油气管道线路特征识别技术及工程应用,2021.12.10-2026.12.31,No. 2021YFA1000103-3,80万,在研,主持。
    4. 单侧双通道脊柱微创手术系统的智能信息处理技术研究,2021.11.26-2022.12.31,No.2019YFC0121400,100万,结项,主持。
    5. 基于小样本学习深度神经网络的油气管道第三方入侵预警技术研究,2021.12.07-2026.11.30,No. 2021YFA1000103,86万,在研。
    6. 药物委托开发合同项目,2021.09.28-2023.09.30,No. HX20210733,150万,在研,主持。
    7. 面向国产AI芯片的混合异构分布式计算技术研究,2022.09.08-2025.12.30,No. ZR2022LZH009,100万,在研,主持。
    8. 辐射测井与智慧医疗软件关键技术联合研究委托合同,2022.08.12-2023.06.30,No. HX20220693,100万,结项,主持。
    9. 基于CT影像和病理数据融合的肺癌智能诊断方法研究,2019.06-2021.07,No.2019GGX101067 ,15万,结项,主持。
    10. 基于飞桨PaddlePaddle的智能药物分析平台与应用,2022.09.01-2023.08.31,No. HX20220620,10万,结项,主持。
    11. 基于化工文本数据的应急预案知识图谱构建,2022.12.23-2023.12.31,15万,在研,主持。
    12. 面向照影CT的血管与肿瘤智能化3D重建系统技术开发 ,2021.11.08-2023.11.30,No. HX20210943 ,10万,在研,主持。
    13. 区块链技术在医疗药品与医疗器械追溯监管领域的创新与应用,2021.08.01-2023.07.31,No. 2021TSGC1005,10万,结项。
    14. 基于深度学习的脑白质高信号 3D 重建与体积精准测量方法及其临床应用,2021.01-2022.12,No.202019148 ,10万,结项,主持。
    15. 基于脑出血大数据的临床路径优化及院外康复智能管理方法研究,2020.09.16-2021.09.16,No. HX20200988,15万,结项。
    16. 大规模图数据的拓扑表达性和超低复杂度可计算性研究,2018-08-16-2022-12-31,No:61873281,77万,在研。
    17. 大数据环境下的胆结石致病关键因素挖掘及其病症动力学演化模型研究,2018.01-2020.12,No.18CX02152A ,10万,结项,主持。
    18. 大型油气管网仿真与运行优化软件研发,2022.01.01-2024.12.31,No.22CX01001A-5,110万,在研
    19. 程序语义缺陷充分检测与自动修复研究,2019.03-2021.12,No.19CX02028A ,15万,结项。
    20. 基于脉冲神经膜系统的细胞核定位信号识别方法研究,2017.01.01-2019.12.31,No. YJ201601003,3万,结项,主持。
    21. 基于DNA折纸术的纳米器件研究,2016.09.13-2019.12.31,No. 61672248,16.8万,结项。
    22. 基于脉冲神经膜系统的细胞核输出信号活性预测方法研究,2015.12.26-2017.12.25,5万,结项,主持。
  • 论文论著展开
    1. Xun Wang, Ruibao Song, Junmin Xiao, Tong Li, and Xueqi Li. Accelerating k-Shape Time Series Clustering Algorithm Using GPU. IEEE Transactions on Parallel and Distributed Systems.(CCF A)

    2. Xun Wang, Changnan Gao, Peifu Han, Xue Li, Wenqi Chen, Alfonso Rodríguez Patón, Shuang Wang and Pan Zheng*. PETrans: De Novo Drug Design with Protein-Specific Encoding Based on Transfer Learning. International Journal of Molecular Sciences.(SCI二区)

    3. Xun Wang, Lulu Wang, Shuang Wang, Yongqi Ren, Wenqi Chen, Xue Li, Peifu Han, Tao Song*. QuantumTox: Utilizing Quantum Chemistry with Ensemble Learning for Molecular Toxicity Prediction. Computers in Biology and Medicine.(SCI二区)

    4. Xun Wang, Chaogang Zhang, Lulu Wang and Pan Zheng*. Integrating Multiple Single-Cell RNA sequencing Datasets Using Adversarial Autoencoders. International Journal of Molecular Sciences.(SCI二区)

    5. Tong Li, Xueqi Li∗, Yewen Li, Ruibao Song, and Xun Wang∗. Crescent:A GPU-based Targeted Nanopore Sequence Selector. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).(CCF B)

    6. Peifu Han, Xue Li, Xun Wang*, Shuang Wang, Changnan Gao, Wenqi Chen. Exploring the Effects of Drug, disease, and protein dependencies on Biomedical Named Entity Recognition: A Comparative Analysis. Frontiers in Pharmacology.(SCI二区TOP)

    7. Xudong Zhang, Gan Wang, Xiangyu Meng, Shuang Wang, Ying Zhang, Alfonso Rodriguez-Paton, Jianmin Wang*, Xun Wang*. Molormer: a lightweight self-attention-based method focused on spatial structure of molecular graph for drug-drug interactions prediction. Bioinformatics.(SCI一区)

    8. Xun Wang, Hanlin Li, Pan Zheng*. Automatic Detection and Segmentation of Ovarian Cancer Using a Multitask Model in Pelvic CT Images. Oxidative Medicine and Cellular Longevity.(SCI二区)

    9. Xun Wang*, Xudong Zhang, Gan Wang, Ying Zhang, Xin Shi, Huanhuan Dai, Min Liu, Zixuan Wang, and Xiangyu Meng. TransFusionNet: Semantic and Spatial Features Fusion Framework for Liver Tumor and Vessel Segmentation under JetsonTX2. IEEE Journal of Biomedical and Health Informatics.(SCI一区TOP)

    10. Xun Wang,Zhiyong Yu, Lisheng Wang, Pan Zheng*. An Enhanced Priori Knowledge GAN for CT Images Generation of Early Lung Nodules with Small-Size Labellled Samples. Oxidative Medicine and Cellular Longevity.(SCI二区)

    11. Shanchen Pang, Ying Zhang, Tao Song, Xudong Zhang, Xun Wang and Alfonso Rodriguez-Patón. AMDE: a novel attention-mechanism-based multidimensional feature encoder for drug–drug interaction prediction. Briefings in Bioinformatics.(SCI一区)

    12. Xiangyu Meng, Xun Wang, Xudong Zhang, Chaogang Zhang, Zhiyuan Zhang, Kuijie Zhang, Shudong Wang*. A Novel Attention-Mechanism Based Cox Survival Model by Exploiting Pan-Cancer Empirical Genomic Information. Cells.(SCI二区)

    13. Yukun Dong *, Yuxue Sun and Xun Wang. Automatic Repair Method for Null Pointer Dereferences Guided by Program Dependency Graph. Symmetry.(SCI二区)

    14. Xun Wang, Lisheng Wang, Pan Zheng*. SC-Dynamic R-CNN: A Self-Calibrated Dynamic R-CNN Model for Lung Cancer Lesion Detection. Computational and Mathematical Methods in Medicine.(SCI四区)

    15. Xun Wang, Lisheng Wang, Jianjun Yang*, Xiaoya Feng. Accurate 3D Reconstruction of White Matter Hyperintensities Based on Attention-Unet. Computational and Mathematical Methods in Medicine.(SCI四区)

    16. Xun Wang *, Zhiyuan Zhang, Chaogang Zhang, Xiangyu Meng, Xin Shi, Peng Qu. TransPhos: A Deep-Learning Model for General Phosphorylation Site Prediction Based on Transformer-Encoder Architecture. International Journal of Molecular Sciences.(SCI二区)

    17. Xun Wang, Jiali Liu, Chaogang Zhang, Shudong Wang*. SSGraphCPI: A Novel Model for Predicting Compound-Protein Interactions Based on Deep Learning. International Journal of Molecular Sciences.(SCI二区)

    18. Xun Wang, Chaogang Zhang, Ying Zhang, Xiangyu Meng, Zhiyuan Zhang, Xin Shi, Tao Song*. IMGG: Integrating Multiple Single-Cell Datasets Through Connected Graphs and Generative Adversarial Networks. International Journal of Molecular Sciences.(SCI二区)

    19. Tao Song, Gan Wang, Mao Ding*, AlfonsoRodriguez-Paton, Xun Wang*, ShudongWang. Network-Based Approaches for Drug Repositioning. Molecular Informatics.(SCI二区)

    20. Xun Wang*, Yue Zhong, Mao Ding*. Repositioning Drugs to the Mitochondrial Fusion Protein 2 by Three-tunnel Deep Neural Network for Alzheimer's Disease. Genetics.(SCI三区)

    21. Xiangyu Meng, Xin Li *, Xun Wang*. A Computationally Virtual Histological Staining Method to Ovarian Cancer Tissue by Deep Generative Adversarial Networks. Computational and Mathematical Methods in Medicine.(SCI四区)

    22.  Xun Wang, Hanlin Li, Lisheng Wang, Yongzhi Yu, Hao Zhou, Lei Wang, Tao Song*. An Improved YOLOv3 Model for Detecting Location Information of Ovarian Cancer from CT Images. Intelligent Data Analysis.(SCI四区)

    23. Xun Wang, Fuyu Wang, Xinzeng Wang*, Sibo Qiao, Yu Zhuang. DEMLP: DeepWalk Embedding in MLP for miRNA-Disease Association Prediction. Journal of Sensors.(SCI四区)

    24.  Xun Wang, Dayan Liu, Jinfu Zhu*, Alfonso Rodriguez-Paton, Tao Song*. CSConv2d: A 2-D Structural Convolution Neural Network with a Channel and Spatial Attention Mechanism for Protein-ligand Binding Affinity Prediction. Biomolecules.(SCI二区)

    25. Shudong Wang, Liyuan Dong, Xun Wang* and Xingguang Wang*. Classification of Pathological Types of Lung Cancer from CT Images by Deep Residual Neural Networks with Transfer Learning Strategy. Open Medicine.(SCI四区)

    26. Shanchen Pang, Min Wang, Sibo Qiao, Xun Wang*, Hongqi Chen. Fault Diagnosis for Service Composition by Spiking Neural P Systems with Colored Spikes. Chinese Journal of Electronics.(SCI四区)

    27. Shanchen Pang, Shuo Wang, Alfonso Rodríguez-Patón, Pibao Li*, Xun Wang*. An Artificial Intelligent Diagnostic System on Mobile Android Terminals for Cholelithiasis by Lightweight Convolutional Neural Network. Plos One.(SCI三区)

    28. Shanchen Pang, Jiamin Yao, Xun Wang*, Tong Ding, Li Zhang. Transmission Control of MPTCP Incast Based on Buffer Balance Factor Allocation in Data Center Networks. IEEE Access.(SCI三区)

    29.  Tao Song, Fan Meng, Alfonso Rodríguez-Patón, Pibao Li, Pan Zheng, Xun Wang*. U-Next: A Novel Convolution Neural Network With an Aggregation U-Net Architecture for Gallstone Segmentation in CT Images. IEEE Access.(SCI三区)

    30. Xin Li, Xun Wang, Hong Li, Xiaolong Shi, Pan Zheng. A Programming 20-30nm Rectangular DNA Origami for Loading Doxorubicin to Penetrate Ovarian Cancer Cells. IEEE Transactions on NanoBioscience.(SCI三区)

    31. Shanchen Pang, Tong Ding, Sibo Qiao, Fan Meng, Shuo Wang, Pibao Li, Xun Wang*. A Novel YOLOv3-arch Model for Identifying Cholelithiasis and Classifying Gallstones on CT Images. Plos One.(SCI三区)

    32. S Pang, S Wang, T Song, X Wang, P Zheng. Special Issue on Service-Oriented Computing. Journal of Organizational and End User Computing.(SCI二区)

    33. Tongmao Ma, Shaohua Hao, Xun Wang*, Alfonso Alfonso Rodríguez-Patón, Shudong Wang, Tao Song*. Double Layers Self-organized Spiking Neural P Systems with Anti-spikes for Fingerprint Recognition. IEEE Access.(SCI三区)

    34. Xun Wang, Shudong Wang, Tao Song*. A Spectral Rotation Method with Triplet Periodicity Property for Planted Motif Finding Problems. Combinatorial chemistry & high throughput screening.(SCI四区)

    35. Xun Wang, Pan Zheng, Tongmao Ma, Tao Song*. Small Universal Bacteria and Plasmid Computing Systems. Molecules.(SCI二区TOP)

    36. Xun Wang, Beibei Sun, Boyang Liu, Yaping Fu*, Pan Zheng*. A Novel Method for Multifactorial Bio-chemical Experiments Design Based on Combinational Design Theory. Plos one.(SCI三区)

    37. Xiangxiang Zeng, Li Liu, Stephen Leung, Jiangze Du, Xun Wang*, Tao Li*. A Decision Support Model for Investment on P2P Lending Platform. Plos one.(SCI三区)

    38. Zhihua Chen, Pan Zhang, Xun Wang*, Xiaolong Shi, Tingfang Wu, Pan Zheng. A Computational Approach for Nuclear Export Signals Identification using Spiking Neural Neural P Systems. Neural Computing and Applications.(SCI二区)

    39. Zhangxiao Li, Lei Zhang, Yansen Su, Jun Li, Xun Wang*. A Skin Membrane-driven Membrane Algorithm for Many-objective Optimization. Neural Computing and Applications.(SCI二区)

    40. Tao Song, Pan Zheng, M.L. Dennis Wong, Xun Wang*. Design of Logic Gates Using Spiking Neural P Systems with Homogeneous Neurons and Astrocytes-like Control. Information Science.(SCI一区TOP)

    41. Wu Tingfang, Wang Xun, Zheng Zhang, Faming Gong, Tao Song*, Zhihua Chen, Pan Zhang, Yang Zhao. NES-REBS: A Novel Nuclear Export Signal Prediction Method using Regular Expressions and Biochemical Properties. Journal of Bioinformatics and Computational Biology.(SCI四区)

    42. Xun Wang, Tao Song*, Faming Gong, Pan Zheng. On the Computational Power of Spiking Neural P Systems with Self-organization. Scientific reports.(SCI三区)

    43. Zhongwei Li, Beibei Sun, Yuezhen Xin, Xun Wang, Hu Zhu*. A Computational Method for Optimizing Experimental Environments for Phellinus igniarius via Genetic Algorithm and BP Neural Network. Biomed Research International.(SCI三区)

    44. Li Zhongwei, Xin Yuezhen, Wang Xun, Sun Beibei, Xia Shengyu, Li Hui, Zhu Hu*. Optimization to the Culture Conditions for Phellinus Production with Regression Analysis and Gene-set Based Genetic Algorithm. BioMed Research International.(SCI三区)

    45. Xin Li, Xun Wang, Tao Song*, Wei Lu, Zhihua Chen, Xiaolong Shi. A Novel Computational Method to Reduce Leaky Reaction in DNA Strand Displacement. Journal of Analytical Methods in Chemistry.(SCI四区)

    46. Tao Song, Xun Wang*. Homogeneous Spiking Neural P Systems with Inhibitory Synapses. Neural Processing Letter.(SCI三区)

    47. Xun Wang*, Ying Miao, Minquan Cheng. Finding Motifs in DNA Sequences Using Low-dispersion Sequences. Journal of Computational Biology.(SCI四区)

    48. Tao Song, Xun Wang*. Homogenous Spiking Neural P Systems with Anti-spikes. Neural Computing and Applications.(SCI二区)

    49. Xun Wang*, Ying Miao. GAEM: A Hybrid Algorithm Incorporating GA with EM for Planted Edited Motif Finding Problem. Current Bioinformatics.(SCI三区)

    50. Xun Wang, Dianhua Wu*, Minquan Cheng. The Existence of (q, k, λ, t)-ADFs for k=4, 5, 6. Journal of Statistical Planning and Inference.(SCI四区)

    51. Xun Wang, Dianhua Wu*. The Existence of Almost Difference Families. Journal of Statistical Planning and Inference.(SCI四区)

    52. Dayan Liu, Xun Wang*, Zhenzhen Du, Jiali Liu, Yue Zhong, Qingyu Tian. The binding affinity prediction of PI3K / Akt / mTOR signaling pathway proteins with drugs based on deep learning method. 2021 IEEE International Conference on Bioinformatics and Biomedicine.(CCF B)
  • 获得荣誉展开
    1. 青岛市“最美巾帼创始人——巾帼科研之星”,2023年;
    2. 第48届日内瓦发明展银奖,2023年;
    3. 第十三届青岛市青年科技奖,2022年;
    4. 山东省第九届教学成果奖(高等教育类)(二等奖):基于ROSC理念的计算机类一流人才培养体系的构建与实践,2022年;
    5. 2021年CCF科学技术奖(科技进步杰出奖):智能化手术系统的关键技术及产业化应用,2021年;
    6. 校级教学成果奖(二等奖):基于知识图谱的自适应个性化教学模式(KG-SPTM) ------以人工智能导论课程群为例,2021年;
    7. 校级教学成果奖(二等奖):“三驱三段四协同”的计算机类拔尖人才培养模式探索实践,2019年;
    8. 高等学校科学研究优秀成果奖科技进步奖(二等奖):边云协同的油气物联网智能决策关键技术及应用,2019年;
    9. 中国产学研合作创新成果奖(二等奖):边云协同的能源开采智能决策关键技术,2019年;
    10. 高等学校科学研究优秀成果奖科技进步奖(二等奖):面向能源行业的智能服务软件关键技术及应用项目,2018年;
    11. 黄岛区自然科学奖(二等奖):基于生物机理和生物材料的高性能计算模型及其应用研究,2017年;
    12. 2021-2022学年十佳班主任;
    13. 2019-2020学年优秀班主任
    14. 2018-2019学年优秀班主任;
  • 专利展开
    1. 发明专利:基于着色脉冲神经膜系统的任意循环工作流模式,CN201710417750.2,宋弢,孟凡,王珣,陈红旗,马同茂
    2. 发明专利:基于着色脉冲神经膜系统的鉴别工作流模式,CN201710419029.7,宋弢,郝少华,王珣,马同茂,陈红旗
    3. 发明专利:基于着色脉冲神经膜系统的延迟选择工作流模式,CN201710419206.1,宋弢,孟凡,王敏,王珣,陈红旗
    4. 发明专利:基于着色脉冲神经膜系统的里程碑工作流模式,CN201710441792.X,宋弢,马同茂,王珣,丁桐,王敏
    5. 发明专利:基于着色脉冲神经膜系统的先验运行时间多实例工作流模式,CN201710441810.4,宋弢,马同茂,丁桐,王珣,王丽华
    6. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑与门设计方法,CN201610542428.8,宋弢,庞善臣,王淑栋,王珣
    7. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑非门设计方法,CN201610542427.3,宋弢,庞善臣,王淑栋,王珣
    8. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑或门设计方法,CN201610547970.2,宋弢,庞善臣,王淑栋,王珣
    9. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑或非门设计方法,CN201610542375.X,宋弢,庞善臣,王淑栋,王珣
    10. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑异或门设计方法,CN201610547969.X,王珣,朱虎,李忠伟,崔学荣
    11. 发明专利:一种基于脉冲神经膜系统和匀质神经细胞的逻辑与非门设计方法,CN201610547968.5,王珣,朱虎,李忠伟,崔学荣
    12. 发明专利:用于人工神经网络法优化培养基的试验设计方法,CN201610948640.4,王珣,朱虎,李忠伟
    13. 发明专利:一种基于密码子模板的真核生物功能基因序列搜索方法,CN201710610516.1,王珣,宋弢,朱虎
    14. 发明专利:基于着色脉冲神经膜系统的交替平行路由工作流模式,CN201710419156.7,宋弢,王丽华,王珣,郝少华,王敏
    15. 发明专利:基于着色脉冲神经膜系统的异步多实例工作流模式,CN201710441959.2,王珣,丁桐,宋弢,郝少华,王硕
    16. 发明专利:基于着色脉冲神经膜系统的非先验运行时间多实例工作流模式,CN201710442206.3,王珣,王硕,宋弢,郝少华,王敏
    17. 发明专利:基于着色脉冲神经膜系统的同步合并工作流模式,CN201710442285.8,王珣,丁桐,郝少华,宋弢,马同茂
    18. 发明专利:基于深度学习的胆结石自动识别及分割系统、计算机设备、存储介质, CN202011302775.6,宋弢,孟凡,王珣,谢鹏飞,李颖,庞皓月
    19. 发明专利:一种增强现实场景下基于边云协同的任务调度策略,CN201911085280.X,王淑栋,李艳青,庞善臣,王珣
    20. 发明专利:一种基于前期灾变策略的遗传与差分混合进化云计算任务调度算法,CN201911082199.6,王淑栋,李艳青,庞善臣,王珣
    21. 发明专利:一种基于深度学习的肺部肿瘤自动勾画方法,CN201910917418.1,庞善臣,孟璠,王珣,董立媛,张亚钦
    22. 发明专利:一种基于深度学习的肺癌分期预测方法,CN201910658918.8,王淑栋,董立媛,王珣,孟璠,张亚钦
    23. 发明专利:一种基于计算机视觉与CT影像的肺癌病理类型诊断方法,CN201910658802.4,王淑栋,董立媛,王珣,孟璠,张亚钦
    24. 发明专利:一种基于队列缓存平衡因子的MPTCP传输控制方法,CN201910458276.7,庞善臣,姚加敏,王珣,贺思程,张莉
    25. 发明专利:一种基于排队网络的MPTCP Incast性能评价模型,CN201910457432.8,庞善臣;姚加敏;王珣;王淑玉;丁桐;
    26. 发明专利:一种基于改进灰关联分析法的MPTCP路径选择方法,CN201910458626.X,王珣,姚加敏,张莉,丁桐,韩宁生
    27. 发明专利:一种基于混沌蚁群系统的云中科学工作流费用优化调度方法,CN201910383575.9,庞善臣,王淑玉,王珣,李艳青,徐克祥
    28. 发明专利:一种云中科学工作流下截止期限约束的费用优化调度方法, CN201910205996.2,庞善臣,王淑玉,王珣,徐克祥,董德坤
    29. 发明专利:一种云中科学工作流下费用预算约束的时间优化调度方法,CN201910228348,庞善臣,王淑玉,王珣,董德坤,翟雪
    30. 发明专利:基于遗传学规律的等位基因准确推断方法,CN201811282081.3,王淑栋,王珣
    31. 发明专利:一种基于深度学习的胆石病智能诊断APP,CN201811554740.4,王珣 ,王硕 ,孟凡 ,丁桐 
    32. 发明专利:一种基于深度学习的胆石病CT医疗图像快速识别方法,CN201811282081.3,宋弢 ,王硕 ,王珣 ,丁桐 ,孟凡
    33. 发明专利:一种基于深度学习的胆石病CT医疗图像数据增强方法,CN201811037162.7,王硕 ,宋弢 ,王珣 ,丁桐 ,孟凡
    34. 发明专利:一种基于酶数值膜系统的快速并行求符合条件数值模型,CN201810587852.3,王珣 ,王硕 ,丁桐 ,姚加敏 ,乔思波
    35. 发明专利:Eucaryon functional gene sequence search method based on codon template,CN:201710610516:A,王珣 ,宋弢 ,朱虎
    36. 发明专利:基于着色脉冲神经膜系统的顺序工作流模式,CN201710232896.X,庞善臣,张伟光,宋弢,王珣,陈红旗
    37. 发明专利:基于着色脉冲神经膜系统的同步工作流模式,CN201710220436.5,庞善臣,张伟光,宋弢,王珣,高倩
    38. 发明专利:基于着色脉冲神经膜系统的平行拆分工作流模式,CN201710220988.6,庞善臣,郝少华,宋弢,王珣,王敏
    39. 发明专利:一种逻辑异或门电路及逻辑异或门电路设计方法,CN202010193572.1,王珣,朱虎,李忠伟,崔学荣
    40. 发明专利:一种逻辑非门电路及逻辑非门电路设计方法,CN202010193570.2,宋弢,庞善臣,王淑栋,王珣
    41. 发明专利:一种逻辑或门电路及逻辑或门电路设计方法,CN202010193052.0,宋弢,庞善臣 ,王淑栋 ,王珣
    42. 发明专利:一种逻辑或非门电路及逻辑或非门电路设计方法,CN202010193571.7,宋弢 ,庞善臣 ,王淑栋 ,王珣
    43. 发明专利:一种逻辑与门电路及逻辑与门电路设计方法,CN202010193051.6,宋弢 ,庞善臣 ,王淑栋 ,王珣
    44. 发明专利:一种逻辑与非门电路及逻辑与非门电路设计方法,CN202010193569.X,王珣 ,朱虎 ,李忠伟 ,崔学荣
    45. 发明专利:基于连通图和生成式对抗网络的数据批次效应矫正方法,CN202210048433.9,王珣 ,张超岗 ,宋弢 ,王璐璐 ,孙玉雪
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