基于MRI深度迁移学习早期预测克罗恩病肠腔纤维性狭窄的研究
81870451
2018
H0315.消化系统疾病研究新技术与新方法
孙灿辉
面上项目
主任医师
中山大学
57万元
纤维性狭窄;预测;克罗恩病;深度学习;迁移学习
2019-01-01到2022-12-31
- 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 | Comparison of Three Magnetization Transfer Ratio Parameters for Assessment of Intestinal Fibrosis in Patients with Crohn's Disease | 期刊论文 | Jixin Meng;Siyun Huang;CanHui Sun;Zhong-wei Zhang;Ren Mao;Yan-hong Yang;Shi-Ting Feng;Zi-ping Li;XueHua Li |
| 2 | Magnetisation transfer imaging adds information to conventional MRIs to differentiate inflammatory from fibrotic components of small intestinal strictures in Crohn’s disease | 期刊论文 | Zhuang-nian Fang;Xue-hua Li;Jin-jiang Lin;Si-yun Huang;Qing-hua Cao;Zhi-hui Chen;Can-hui Sun;Zhong-wei Zhang;Florian Rieder;Jordi Rimola;Min-hu Chen;Zi-ping Li;Ren Mao;Shi-Ting Feng |
| 3 | Degree of Creeping Fat Assessed by Computed Tomography Enterography is Associated with Intestinal Fibrotic Stricture in Patients with Crohn's Disease: A Potentially Novel Mesenteric Creeping Fat Index | 期刊论文 | Xue-Hua Li;Shi-Ting Feng;Qing-Hua Cao;J Calvin Coffey;Mark E. Baker;Li Huang;Zhuang-Nian Fang;Yun Qiu;Bao-Lan Lu;Zhi-Hui Chen;Yi Li;Dominik Bettenworth;Marietta Iacucci;Can-Hui Sun;Subrata Ghosh;Florian Rieder;Min-Hu Chen;Zi-Ping Li;Ren Mao |
| 4 | Hepatic mosaic enhancement pattern correlates with increased inflammatory activity and adverse therapeutic outcomes in patients with Crohn's disease | 期刊论文 | Li Shi;Bao‑lan Lu;Yun Qiu;Li Huang;Si‑yun Huang;Ren Mao;Jin‑jiang Lin;Jin‑fang Du;Shi‑ting Feng;Zi‑ping Li;Can‑hui Sun;Xue‑hua Li |
| 5 | 基于MRI扩散峰度成像的列线图预测克罗恩病肠壁纤维化的研究 | 期刊论文 | 杜金芳;黄丽;毛弈涛;黄斯韵;卢宝兰;钟英奎;孟霁昕;孙灿辉;冯仕庭;李雪华 |
| 6 | Intestinal fibrosis classification in patients with Crohn’s disease using CT enterography–based deep learning: comparisons with radiomics and radiologists | 期刊论文 | Jixin Meng;Zixin Luo;Zhihui Chen;Jie Zhou;Zhao Chen;Baolan Lu;Mengchen Zhang;Yangdi Wang;Chenglang Yuan;Xiaodi Shen;Qinqin Huang;Zhuya Zhang;Ziyin Ye;Qinghua Cao;Zhiyang Zhou;Yikai Xu;Ren Mao;Minhu Chen;Canhui Sun;Ziping Li;Shi-Ting Feng;Xiaochun Meng;Bingsheng Huang;Xuehua Li |
| 7 | Development and Validation of a Novel Computed-Tomography Enterography Radiomic Approach for Characterization of Intestinal Fibrosis in Crohn’s Disease | 期刊论文 | Xuehua Li;Dong Liang;Jixin Meng;Jie Zhou;Zhao Chen;Siyun Huang;Baolan Lu;Yun Qiu;Mark E. Baker;Ziying Ye;Qinghua Cao;Mingyu Wang;Chenglang Yuan;Zhihui Chen;Shengyu Feng;Yuxuan Zhang;Marietta Iacucci;Subrata Ghosh;Florian Rieder;Canhui Sun;Minhu Chen;Ziping Li;Ren Mao;Bingsheng Huang;Shi-Ting Feng |
| 8 | 克罗恩病肠腔纤维性狭窄的预测和影像学评估 | 期刊论文 | 宋正平;李畅;孙灿辉 |
| 9 | Native T1 Mapping and Magnetization Transfer Imaging in Grading Bowel Fibrosis in Crohn’s Disease: A Comparative Animal Study | 期刊论文 | Baolan Lu;Jinjiang Lin;Jinfang Du;Shaofu He;Qinghua Cao;Li Huang;Ren Mao;Canhui Sun;Ziping Li;Shiting Feng;Xuehua Li |
| 10 | Mesenteric abnormalities play an important role in grading intestinal fibrosis in patients with Crohn's disease: a computed tomography and clinical marker-based nomogram | 期刊论文 | Jixin Meng;Yitao Mao;Jie Zhou;Zhao Chen;Siyun Huang;Yangdi Wang;Li Huang;Ruonan Zhang;Xiaodi Shen;Wen Lv;Juxiong Xiao;Ziyin Ye;Zhihui Chen;Ren Mao;Canhui Sun;Ziping Li;Shi-Ting Feng;Shaochun Lin;Xuehua Li |
| 11 | MRI体素内不相干运动与成人克罗恩病肠壁炎症和纤维化的相关性 | 期刊论文 | 张梦晨;李雪华;黄斯韵;方壮念;曹清华;孟霁昕;冯仕庭;李子平;孙灿辉 |
| 12 | A novel identification system combining diffusion kurtosis imaging with conventional magnetic resonance imaging to assess intestinal strictures in patients with Crohn’s disease | 期刊论文 | Jin‑fang Du;Bao‑lan Lu;Si‑yun Huang;Ren Mao;Zhong‑wei Zhang;Qing‑hua Cao;Zhi‑hui Chen;Shuo‑yang Li;Qing‑lian Qin;Can‑hui Sun;Shi‑ting Feng;Zi‑ping Li;Li Huang;Xue‑hua Li |
| 13 | 肠系膜爬行脂肪指数与克罗恩病炎症性肠道狭窄的相关性分析 | 期刊论文 | 侍丽;黄丽;卢宝兰;黄斯韵;杜金芳;林锦江;冯仕庭;孙灿辉;李子平;李雪华 |
| 14 | CT-based radiomics signature of visceral adipose tissue for prediction of disease progression in patients with Crohn’s disease: A multicentre cohort study | 期刊论文 | Xuehua Li;Naiwen Zhang;Cicong Hu;Yuqin Lin;Jiaqiang Li;Zhoulei Li;Enming Cui;Li Shi;Xiaozhao Zhuang;Jianpeng Li;Jiahang Lu;YangdiWang;Renyi Liu;Chenglang Yuan;Haiwei Lin;Jinshen He;Dongping Ke;Shanshan Tang;Yujian Zou;Bo He;Canhui Sun;Minhu Chen;Bingsheng Huang;Ren Mao;Shi-Ting Feng |
| 15 | Ability of DWI to characterize bowel fibrosis depends on the degree of bowel inflammation | 期刊论文 | Xue-hua Li;Ren Mao;Si-yun Huang;Zhuang-nian Fang;Bao-Lan Lu;Jin-jiang Lin;Shan-shan Xiong;Min-hu Chen;Zi-ping Li;Can-hui Sun;Shi-Ting Feng |
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