基于深度学习的胸腹部肿瘤实时追踪技术及其在图像引导放疗中的研究及应用
61971271
2019
F0125.医学信息检测与处理
李登旺
面上项目
教授
山东师范大学
58万元
卷积神经网络;肿瘤运动跟踪;深度学习;图像分割;图像合成
2020-01-01到2023-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation | 会议论文 | Chengqian Zhao;Cheng Feng;Dengwang Li;Shuo Li |
| 2 | Hypergraph-based spiking neural P systems for predicting the overall survival time of glioblastoma patients | 期刊论文 | Jinpeng Dai;Feng Qi;Guanzhong Gong;Xiyu Liu;Dengwang Li;Jie Xue |
| 3 | Spiking neural P system with synaptic vesicles and applications in multiple brain metastasis segmentation | 期刊论文 | Jie Xue;Deting Kong;Liwen Ren;Bosheng Song;Xiyu Liu;Guanzhong Gong;Dengwang Li;Hongyan Zhang |
| 4 | MB-FSGAN: Joint segmentation and quantification of kidney tumor on CT by the multi-branch feature sharing generative adversarial network | 期刊论文 | Yanan Ruan;Dengwang Li;Harry Marshall;Timothy Miao;Tyler Cossetto;Ian Chan;Omar Daher;Fabio Accorsi;Aashish Goela;Shuo Li |
| 5 | 基于XGBoost的凝血检测中血液样本的分类方法及系统 | 专利 | 李登旺;洪亭轩;黄浦;陆华;高祝敏;王醒;李玉玲;周顺风;赵本靖 |
| 6 | Mt-UcGAN: Multi-task uncertainty-constrained GAN for joint segmentation, quantification and uncertainty estimation of renal tumors on CT | 会议论文 | Yanan Ruan;Dengwang Li;Harry Marshall;Timothy Miao;Tyler Cossetto;Ian Chan;Omar Daher;Fabio Accorsi;Aashish Goela;Shuo Li |
| 7 | 基于生成对抗网络的腹腔镜影像除烟方法 | 专利 | 李登旺;洪亭轩;黄浦;田宝龙;辜长明;靳斌;翟翔宇 |
| 8 | MARS-GAN: Multilevel-feature-learning Attention-aware based Generative Adversarial Network for Removing Surgical Smoke | 期刊论文 | Tingxuan Hong;Pu Huang;Xiangyu Zhai;Changming Gu;Baolong Tian;Bin Jin;Dengwang Li |
| 9 | Laparoscopic image smoke removal method based on generative adversarial network | 专利 | Dengwang Li;Pu Huang;Tingxuan Hong;Jie Xue;Hua Lu;Xueyao Liu;Baolong Tian;Changming Gu;Bin Jin;Xiangyu Zhai |
| 10 | Tripartite-GAN: Synthesizing liver contrast-enhanced MRI to improve tumor detection | 期刊论文 | Jianfeng Zhao;Dengwang Li;Zahra Kassam;Joanne Howey;Jaron Chong;Bo Chen;Shuo Li |
| 11 | 基于互信息的CT-DR多模态食管图像配准方法及系统 | 专利 | 李登旺;洪亭轩;张建东;侯勇;黄浦;田伟伟;高祝敏 |
| 12 | 基于智能医学物理计算的图像引导肿瘤精准放疗关键技术及应用 | 奖励 | 李登旺;黄浦;王建波;朱慧;李洪升;章桦;柴象飞 |
| 13 | Attention-aware Residual Network based Manifold Learning for White Blood Cells Classification | 期刊论文 | Pu Huang;Jing Wang;Jian Zhang;Yajuan Shen;Cong Liu;Weiqing Song;Shangshang Wu;Yuwei Zuo;Zhiming Lu;Dengwang Li |
| 14 | Temperature guided network for 3D joint segmentation of the pancreas and tumors | 期刊论文 | Qi Li;Xiyu Liu;Yiming He;Dengwang Li;Jie Xue |
| 15 | Hypergraph-based Numerical Neural-like P Systems for Medical Image Segmentation | 期刊论文 | Jie Xue;Liwen Ren;Bosheng Song;Yujie Guo;Jie Lu;Xiyu Liu;Guanzhong Gong;Dengwang Li |
| 16 | “影响济南”科技人物奖 | 奖励 | 李登旺 |
| 17 | 山东省青年科技奖 | 奖励 | 李登旺 |
| 18 | Deep learning-based detection and segmentation-assisted management of brain metastases | 期刊论文 | Jie Xue;Bao Wang;Yang Ming;Xuejun Liu;Zekun Jiang;Chengwei Wang;Xiyu Liu;Ligang Chen;Jianhua Qu;Shangchen Xu;Xuqun Tang;Ying Mao;Yingchao Liu;Dengwang Li |
| 19 | 海右计划产业领军人才 | 奖励 | 李登旺 |
| 20 | 智能除烟内窥镜系统 | 奖励 | 李登旺;黄浦 |
| 21 | Multimodality MRI-based radiomics approach to predict the posttreatment response of lung cancer brain metastases to gamma knife radiosurgery | 期刊论文 | Zekun Jiang;Bao Wang;Xiao Han;Peng Zhao;Meng Gao;Yi Zhang;Ping Wei;Chuanjin Lan;Yingchao Liu;Dengwang Li |
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