基于结构组稀疏算法的多尺度高维数据变量筛选及预测模型研究
81573256
2015
H3011.流行病学方法与卫生统计
侯艳
面上项目
副研究员
哈尔滨医科大学
55万元
变量筛选;预测模型;结构组稀疏（SGS）算法;高维数据;多尺度数据
2016-01-01到2019-12-31
- 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 | Agreement Between Magnetic Resonance Imaging and Pathologic Findings in the Tumor Size Evaluation Before and After Neoadjuvant Chemotherapy Treatment: A Prospective Study | 期刊论文 | Cheng Jinlong;Hou Yan;Li Junnan;Wang Wenjie;Xu Ye;Yang Chunyan;Ma Libing;Dhillon Harman S.;Openkova Margarita S.;Fan Xin;Li Zhenzi;Li Kang;Lou Ge |
| 2 | Selection of small plasma peptides for the auxiliary diagnosis and prognosis of epithelial ovarian cancer by using UPLC/MS-based nontargeted and targeted analyses | 期刊论文 | Lu Xin;Li Yiqun;Xia Bairong;Bai Yunfan;Zhang Kun;Zhang Xiaohan;Xie Hongyu;Sun Fengyu;Hou Yan;Li Kang |
| 3 | 卵巢癌脂质组学诊断标志物的筛选及其效果研究 | 期刊论文 | 谢宏宇;王文杰;李贞子;夏白荣;李康;侯艳 |
| 4 | 基因组学数据的网络构建与分析方法 | 期刊论文 | 王文杰;侯艳;李康 |
| 5 | Distinct plasma lipids profiles of recurrent ovarian cancer byliquid chromatography-mass spectrometry | 期刊论文 | Junnan Li;Hongyu Xie;Ang Li;Jinlong Cheng;Kai Yang;Jingtao Wang;Wenjie Wang;Fan Zhang;Zhenzi Li;Harman S. Dhillon;Margarita S. Openkova;Xiaohua Zhou;Kang Li;Yan Hou |
| 6 | 基于正则化回归的组学数据变量筛选方法 | 期刊论文 | 谢宏宇;侯艳;李康 |
| 7 | 基于小波变换特征提取的代谢组低浓度标志物的筛选 | 期刊论文 | 李贞子;侯艳;邓魁;李康 |
| 8 | 比例优势boosting算法在高维有序多分类数据分析中的应用 | 期刊论文 | 张圆圆;赵薇薇;侯艳;李康 |
| 9 | DiffRank-RF差异网络分析方法的研究与应用 | 期刊论文 | 蔡雨晴;李轶群;徐欢;宋微;杨凯;王文杰;李康 |
| 10 | ARTIVA在时间序列基因表达数据网络构建中的应用 | 期刊论文 | 刘会娟;侯艳;李康 |
| 11 | Proteomics analysis to reveal biological pathways and predictive proteins in the survival of high-grade serous ovarian cancer | 期刊论文 | Xie Hongyu;Wang Wenjie;Sun Fengyu;Deng Kui;Lu Xin;Liu Huijuan;Zhao Weiwei;Zhang Yuanyuan;Zhou Xiaohua;Li Kang;Hou Yan |
| 12 | 基于解卷积的网络优化算法研究及应用 | 期刊论文 | 王文杰;谢宏宇;侯艳;李康 |
| 13 | Metabolomics for biomarker discovery in the diagnosis,prognosis, survival and recurrence of colorectal cancer: asystematic review | 期刊论文 | Fan Zhang;Yuanyuan Zhang;Weiwei Zhao;Kui Deng;Zhuozhong Wang;Chunyan Yang;Libing Ma;Margarita S. Openkov;Yan Hou;Kang Li |
| 14 | 高维组学数据的变量筛选方法及其应用 | 期刊论文 | 侯艳;谢宏宇;张晓凤;李康 |
| 15 | A Prognostic Nomogram for Cervical Cancer after Surgery from SEER Database | 期刊论文 | Ce Wang;Chunyan Yang;Wenjie Wang;Bairong Xia;Kang Li;Fengyu Sun;Yan Hou |
| 16 | Platelet-derived growth factor-D expression mediates the effect of differentiated degree on prognosis in epithelial ovarian cancer | 期刊论文 | Yang Chunyan;Zhang Mengjun;Cai Yuqing;Rong Zhiwei;Wang Ce;Xu Zhenyi;Xu Huan;Song Wei;Hou Yan;Lou Ge |
| 17 | A Comprehensive Analysis ofMetabolomics and Transcriptomicsin Cervical Cancer | 期刊论文 | Kai Yang;Bairong Xia;Wenjie Wang;Jinlong Cheng;Mingzhu Yin;Hongyu Xie;Junnan Li;Libing Ma;Chunyan Yang;Ang Li;Xin Fan;Harman S Dhillon;Yan Hou;Ge Lou;Kang Li |
| 18 | 多分类研究中的boosting算法 | 期刊论文 | 张圆圆;侯艳;李康 |
| 19 | The association between air pollutants and autism spectrum disorders | 期刊论文 | Yang Chunyan;Zhao Weiwei;Deng Kui;Zhou Vanessa;Zhou Xiaohua;Hou Yan |
| 20 | An immunophenotyping of renal clear cell carcinoma with characteristics and a potential therapeutic target for patients insensitive to immune checkpoint blockade | 期刊论文 | Zhao Weiwei;Zhao Falin;Yang Kai;Lu Yaxin;Zhang Yuanyuan;Wang Wenjie;Xie Hongyu;Deng Kui;Yang Chunyan;Rong Zhiwei;Hou Yan;Li Kang |
| 21 | Integrative prognostic subtype discovery in high-grade serous ovarian cancer | 期刊论文 | Xie Hongyu;Xu Huan;Hou Yan;Cai Yuqing;Rong Zhiwei;Song Wei;Wang Wenjie;Li Kang |
| 22 | JIVE 方法在卵巢癌多组学数据整合分析中的应用 | 期刊论文 | 徐欢;宋微;蔡雨晴;侯艳;李康 |
| 23 | Metabolic profiling and novel plasma biomarkers for predicting survival in epithelial ovarian cancer | 期刊论文 | Hongyu Xie;Yan Hou;Jinlong Cheng;Margarita S. Openkova;Bairong Xia;Wenjie Wang;Ang Li;Kai Yang;Junnan Li;Huan Xu;Chunyan Yang;Libing Ma;Zhenzi Li;Xin Fan;Kang Li;Ge Lou |
| 24 | 中介分析方法及在其医学研究中的应用 | 期刊论文 | 杨春艳;侯艳;李康 |
| 25 | Identification of a six-lncRNA signature associated with recurrence of ovarian cancer | 期刊论文 | Yang Kai;Hou Yan;Li Ang;Li Zhenzi;Wang Wenjie;Xie Hongyu;Rong Zhiwei;Lou Ge;Li Kang |
| 26 | Predicting ovarian cancer recurrence by plasma metabolic profiles before and after surgery | 期刊论文 | Zhang Fan;Zhang Yuanyuan;Ke Chaofu;Li Ang;Wang Wenjie;Yang Kai;Liu Huijuan;Xie Hongyu;Deng Kui;Zhao Weiwei;Yang Chunyan;Lou Ge;Hou Yan;Li Kang |
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