技能提升《医学方-科研系列课程》视频+文档(10.24GB)资料合集【百度云网盘下载】

技能提升《医学方-科研系列课程》视频+文档(10.24GB)资料合集【百度云网盘下载】；资源共包含《医学方-科研系列课程》资料合集（15.12GB），资源为AVI+MP4+TXT等格式，本资源做防和谐压缩包处理，需下载到电脑解压播放,介意勿购！

医学方精品课程—从数据挖掘–MIMIC–R语言基础–R语言作图–R语言高级医学统计–基因编辑–医学统计学，应有尽有。

资源目录：

01-GEO、TCGA、Oncomine数据挖掘教程

课时1 数据挖掘概述.mp4

课时10 TCGA数据整理和基因注释.avi

课时11 寻找差异基因和制作5年生存率.avi

课时12 Oncomine概述及Meta分析.avi

课时13 Oncomine之差异分析及共表达分析.avi

课时14 非cel格式GEO芯片数据分析.mp4

课时2 GEO在线工具的应用.avi

课时3 GEO数据下载和数据质量分析.avi

课时4 原始数据预处理.avi

课时5 寻找差异基因及制作热图和火山图.avi

课时6 富集分析.avi

课时7 KEGG分析.avi

课时8 蛋白互作网络.avi

课时9 TCGA数据下载.avi

数据挖掘代码

GEO.txt

TCGA.txt

perl

ensemblToSymbol.pl

mRNA_merge.pl

putFilesToOneDir.pl

survival_time.pl

资料（脚本及源码）

GEO.txt

GEO中非cel文件脚本.txt

TCGA.txt

perl

ensemblToSymbol.pl

gb2symbol.pl

mRNA_merge.pl

probe2symbol.pl

putFilesToOneDir.pl

survival_time.pl

02-MIMIC临床数据使用入门

MIMIC临床数据库使用入门 – 课时1-3.mp4

MIMIC临床数据库使用入门 – 课时4-5.mp4

SQL QUERY.docx

03 R语言可视化及绘图

10、10.几何对象之点图.mp4

11、11.几何对象之条图.mp4

12、12.几何对象之盒形图和直方图.mp4

13、13.几何对象之线图.mp4

14、14.几何对象之标签绘制.mp4

15、15.坐标轴自定义函数.mp4

16、16.图例与标题.mp4

17、17.坐标系转换函数与图片分面函数.mp4

18、18.主题函数&一页多图&高质量图片导出.mp4

19、19.venn图和火山图.mp4

1、1.par函数.mp4

20、20.nomogram和heatmap.mp4

21、21.生存曲线.mp4

2、2.散点图&盒形图.mp4

3、3.条形图&直方图.mp4

4、4.饼图&克利夫兰点图&条件图.mp4

5、5.低级绘图函数(1).mp4

6、6.低级绘图函数（2）.mp4

7、7.图形颜色选取.mp4

8、8.ggplot2之qplot.mp4

9、9.ggplot2之美学函数.mp4

医学方R语言可视化配套代码.pdf

04-R语言与高级医学统计学

1.mp4

10.mp4

11.mp4

12.mp4

13.mp4

14.mp4

15.mp4

16.mp4

17.mp4

18.mp4

19.mp4

2.mp4

20.mp4

21.mp4

22.mp4

23.mp4

24.mp4

25.mp4

26.mp4

27.mp4

28.mp4

29.mp4

3.mp4

30.mp4

31.mp4

32.mp4

33.mp4

4.mp4

5.mp4

6.mp4

7.mp4

8.mp4

9.mp4

05-豪斯医生数据挖掘之WGCNA详解

ClinicalTraits.txt

epr.txt

医学方豪斯医生WGCNA配套代码.pdf

课时01.使用cytoscape寻找核心基因.MP4

课时02.WGCNA理论和算法1.mp4

课时03.WGCNA理论和算法2.mp4

课时04.WGCNA理论和算法3.mp4

课时05.WGCNA理论和算法4.mp4

课时06.输入文件准备.mp4

课时07.寻找基因模块.mp4

课时08.与临床信息相结合.mp4

课时09.确定核心基因.mp4

06-数据挖掘—miRNA调节网络的构建

01、TCGA概述

01、TCGA概述.mp4

02、TCGA概述.mp4

03、TCGA概述.mp4

02、构建调控关系理论

01、构建调控关系理论.mp4

02、构建调控关系理论.mp4

03、构建调控关系理论.mp4

03、WGCNA理论

01、WGCNA理论.mp4

02、WGCNA理论.mp4

03、WGCNA理论.mp4

04、WGCNA理论.mp4

04、数据下载

01、数据下载.mp4

02、数据下载.mp4

03、数据下载.mp4

04、数据下载.mp4

05、提取蛋白编码基因

01、提取蛋白编码基因.mp4

02、提取蛋白编码基因.mp4

03、提取蛋白编码基因.mp4

04、提取蛋白编码基因.mp4

05、提取蛋白编码基因.mp4

06、差异分析

01、差异分析.mp4

02、差异分析.mp4

03、差异分析.mp4

07、基于算法构建调控

01、基于算法构建调控.mp4

02、基于算法构建调控.mp4

03、基于算法构建调控.mp4

04、基于算法构建调控.mp4

08、cytoscape构建网络

01、cytoscape构建网络.mp4

02、cytoscape构建网络.mp4

09、数据库预测

01、数据库预测.mp4

02、数据库预测.mp4

03、数据库预测.mp4

04、数据库预测.mp4

医学方miRNA调节网络的构建配套代码

TCGA.txt

DEmiRNA

diffmiRNAExp.txt

DEmRNA

diffmRNAExp.txt

merge

.Rhistory

diffmiRNAExp.txt

diffmRNAExp.txt

edge.txt

node.txt

rmiRNA.txt

rmRNA.txt

miRNA

metadata.cart.2018-01-17T14_59_36.956035.json

miRNAmatrix.txt

miRNA_merge.pl

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mRNA

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metadata.cart.2017-12-14T05_54_04.012157.json

mRNAmatrix.txt

mRNA_merge.pl

─pro

diffmRNAExp.txt

diffSig.xls

down.xls

edgerOut.xls

gtf_df.Rda

Homo_sapiens.GRCh38.89.chr.gtf

mRNAmatrix.txt

mRNA_exprSet_matrix.txt

normalizeExp.txt

up.xls

vol.pdf

star

DEmiRNA.txt

DEmiRNAp.txt

DEmRNA.txt

starBase_miRNA.txt

target

.Rhistory

DEmRNA.txt

getMirnaTarget.pl

miRDB.tsv

miRNA.txt

miRTarBase.tsv

result.xls

target.txt

TargetScan.tsv

07.医学方医学数据挖掘精品课程-手把手教您如何数据挖掘

10.TCGA数据整理和基因注释.mp4

11.寻找差异基因和制作5年生存率.mp4

12.Oncomine概述及Meta分析.mp4

13.Oncomine之差异分析及共表达分析.mp4

1数据挖掘概述.mp4

2.GEO在线工具的应用.mp4

3.GEO数据下载和数据质量分析.mp4

4.原始数据预处理.mp4

5.寻找差异基因及制作热图和火山图.mp4

6.GO富集分析.mp4

7.KEGG分析(修复).mp4

8.蛋白互作网络.mp4

9.TCGA数据下载.mp4

课程脚本代码.zip

08-医学R语言快速入门与数据清洗

01.R语言、Rstudio简介.avi

02.R包的安装&向量.avi

03.数值型&逻辑型向量.avi

04.逻辑表达式&字符串向量.avi

05.因子型变量.avi

06.列表&矩阵.avi

07.数组&初识数据框.avi

08.数据框.avi

09.数据框的基本操作.avi

10.条件与循环.avi

11.自定义函数&数据读取.avi

12.数据的读取与写出.avi

13.数据排序与长宽型数据转换.avi

14.变量的因子化.avi

15.apply函数家族.avi

16.数据汇总函数.avi

17.plyr包.avi

18.dplyr包.avi

19.data.table包.avi

20.缺失值的识别与处理（1）.avi

21.缺失值的识别与处理（2）.avi

22.异常值和重复值的处理.avi

23.字符串的处理.avi

24.正则表达式.avi

25.stringr & stringi包.avi

26.时间与日期数据的处理.avi

27.lubridate包.avi

28.时间序列简介.avi

29.时间序列分析.avi

30.描述性统计.avi

31.t检验.avi

32.数据变换.avi

33.方差分析.avi

34.卡方检验.avi

35.回归分析与模型诊断.avi

36.模型诊断与Logistic回归.avi

37.生存分析与COX回归.avi

R CODES.rt