【61303113】面向医学诊断的智能决策新方法研究国家自然基金项目

面向医学诊断的智能决策新方法研究

项目批准号： 61303113

批准年份： 2013

学科分类： F0210.计算机图像视频处理与多媒体技术

项目负责人：陈慧灵

资助类别：青年科学基金项目

负责人职称：副教授

依托单位：温州大学

资助金额： 23万元

关键词：数据挖掘;智能决策;机器学习;医学诊断

起止时间： 2014-01-01到2016-12-31

中英文摘要
结题摘要
结题报告
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序号	标题	类型	作者
1	Development of LC–MS determination method and back-propagation ANN pharmacokinetic model of corynoxeine in rat	期刊论文	Huiling Chen\|Xianqin Wang\|Xianchuan Wang\|Lufeng Hu\|
2	A novel kernel extreme learning machine algorithm based on self-adaptive artificial bee colony optimisation strategy	期刊论文	Ma, Chao\|Ouyang, Jihong\|Chen, Hui-Ling\|Ji, Jin-Chao\|
3	A new evolutionary fuzzy instance-based learning approach: Application for detection of parkinson’s disease	会议论文	Li Q.\|Lou C.\|Pan D.\|Yu Z.\|
4	An Efficient and Effective Automatic Recognition System for Online Recognition of Foreign Fibers in Cotton	期刊论文	Bo Yang\|Shuangyin Liu\|Zhifang Pan\|Huiling Chen\|
5	An enhanced grey wolf optimization based feature selection wrapped kernel extreme learning machine for medical diagnosis	期刊论文	Zhennao Cai\|Changfei Tong\|Wenbin Liu\|Xin Tian\|
6	Multiple parameter control for ant colony optimization applied to feature selection problem	期刊论文	Chen, Huiling\|Hu, Weitong\|Li, Ying\|Peng, XuJun\|
7	Identification of heavy metal- contaminated Tegillarca granosa using infrared spectroscopy	期刊论文	Liu, Ke\|Cai, Jingbo\|Zhu, Dehua\|Chen, Huiling\|
8	A two-stage feature selection method with its application	期刊论文	Huiling Chen\|Xinbin Yang\|Chenglong Yu\|Shuangyin Liu\|
9	Towards an optimal support vector machine classifier using a parallel particle swarm optimization strategy	期刊论文	Gang Wang\|Dayou Liu\|Huaizhong Li\|Wenbin Liu\|
10	An Improved Grey Wolf Optimization Approach for Feature Selection and Its Application	会议论文	Xuehua Zhao\|Mingjing Wang\|Jun Li\|Changfei Tong\|
11	Evolving support vector machines using fruit fly optimization for medical data classification	期刊论文	Bingyu Zhang\|Huaizhong Li\|Bo Yang\|Dayou Liu\|
12	An Effective Machine Learning Approach for Prognosis of Paraquat Poisoning Patients Using Blood Routine Indexes	期刊论文	Guangliang Hong\|Tao Zhang\|Jianshe Ma\|Zhongqiu Lu\|
13	Fruit fly optimization algorithm based svm classifier for efficient detection of parkinson’s disease	会议论文	Kang W.\|Gu H.\|Zhang B.\|Ge T.\|
14	Daily global solar radiation prediction from air temperatures using kernel extreme learning machine: A case study for Iran	期刊论文	Hui-Ling Chen\|Ganthan Narayana Samy\|Dalibor Petkovi？\|Chao Ma\|
15	An Efficient Diagnosis System for Parkinson's Disease Using Kernel-Based Extreme Learning Machine with Subtractive Clustering Features Weighting Approach	期刊论文	Chao Ma\|Jihong Ouyang\|Huiling Chen\|Xue-Hua Zhao\|
16	Enhanced support vector machine using parallel particle swarm optimization	会议论文	Xu X.\|Li J.\|Chen H.-L.\|
17	An improved kernel extreme learning machine for bankruptcy prediction	会议论文	Qiang Li\|Kejie Wang\|Binlei Zhu\|Liming Shen\|
18	An intelligent prognostic system for analyzing patients with paraquat poisoning using arterial blood gas indexes	期刊论文	Changfei Tong\|Zhifang Pan\|Jun Li\|Huiling Chen\|
19	An efficient machine learning approach for diagnosis of paraquat-poisoned patients	期刊论文	Hong, Guangliang\|Ma, Jianshe\|Wang, Xianqin\|Chen, Huiling\|
20	一种微阵列数据降维新方法	期刊论文	李颖\|陈慧灵\|胡玮通\|秦磊\|
21	Using Blood Indexes to Predict Overweight Statuses: An Extreme Learning Machine-Based Approach	期刊论文	Liu, Wenbin\|Liu, Yanlong\|Zhang, Xiuhua\|Hu, Lufeng\|
22	An efficient hybrid kernel extreme learning machine approach for early diagnosis of Parkinson？s disease	期刊论文	Chao Ma\|Zhen-Nao Cai\|Wen-Bin Liu\|Su-Jing Wang\|
23	Evolving Kernel Extreme Learning Machine Based on Grey Wolf Optimization and Its Application	会议论文	Kejie Wang\|Xuehua Zhao\|Zhennao Cai\|Changfei Tong\|
24	An effective computational model for bankruptcy prediction using kernel extreme learning machine approach	期刊论文	Fanhua Yu\|Yan Wei\|Mingjing Wang\|Huiling Chen\|

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