Case Studies
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✓ tidyr 1.1.3 ✓ stringr 1.4.0
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Allograft
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Hamstring
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BTB
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---
title: "Wednesday Presentation Graphics"
author: "Ihsan E. Buker"
output:
  html_notebook: 
    toc: yes
    highlight: monochrome
    number_sections: yes
  html_document:
    toc: yes
    df_print: paged
  pdf_document:
    toc: yes
---

```{r}
knitr::opts_chunk$set(echo = FALSE, warning = FALSE, message = FALSE)
```

# Case Studies 
```{r}
library(tidyverse)
library(readxl)
library(reshape2)
data_case_studies <- read_excel("/Users/ihsanbuker/Desktop/BioAllograft/Data/MRI Data Cleaned.xlsx",
    sheet = "Case Studies")

data_case_studies %>%
  select(-1,-5,-9) -> data_case_studies

data_case_studies %>%
  select(1:3) -> data_case_studies_volume

melt(t(colMeans(data_case_studies_volume))) %>%
  select(-1) -> df_volume
colnames(df_volume) <- c("Month", "Mean Volume")
y<-as.matrix(df_volume %>% select(-1))

x<-barplot(df_volume$`Mean Volume`, 
        main = "Mean Volume at Each Month", 
        ylab = "Mean Volume (mm^3)", 
        names.arg = c("3 Months", "6 Months", "12 Months"), 
        horiz = FALSE, 
        ylim = c(0,3000), 
        col = "lightblue")
text(x,y+100,labels=as.character(round(y, digits = 1)))

data_case_studies %>%
  select(4:6) -> data_case_studies_T2
melt(t(colMeans(data_case_studies_T2))) %>%
  select(-1) -> df_T2
colnames(df_T2) <- c("Month", "Mean T2")
y <- as.matrix(df_T2 %>% select(-1))
x <- barplot(df_T2$`Mean T2`, 
        main = "Mean T2 at Each Month", 
        ylab = "Mean T2 (ms)", 
        names.arg = c("3 Months", "6 Months", "12 Months"), 
        horiz = FALSE, 
        ylim = c(0,35),
        col = "lightblue")
text(x,y+2,labels=as.character(round(y, digits = 1)))

data_case_studies %>%
  select(7:9) -> data_case_studies_T2_star
melt(t(colMeans(data_case_studies_T2_star))) %>%
  select(-1) -> df_T2_star
colnames(df_T2_star) <- c("Month", "Mean T2*")
y <- as.matrix(df_T2_star %>% select(-1))
x <- barplot(df_T2_star$`Mean T2*`, 
        main = "Mean T2* at Each Month", 
        ylab = "Mean T2* (ms)", 
        names.arg = c("3 Months", "6 Months", "12 Months"), 
        horiz = FALSE, 
        ylim = c(0,12),
        col = "lightblue")
text(x,y+0.5,labels=as.character(round(y, digits = 1)))
```
# Allograft 
```{r}
library(tidyverse)
library(readxl)
data_allograft <- read_excel("/Users/ihsanbuker/Desktop/BioAllograft/Data/MRI Data Cleaned.xlsx", 
    sheet = "Allograft")

data_allograft %>%
  select(-1,-6,-11) -> data_allograft


data_allograft %>%
  select(1:4) -> data_allograft_volume
melt(t(colMeans(data_allograft_volume))) %>%
  select(-1) -> df_volume

colnames(df_volume) <- c("Month", "Mean Volume")
y <- as.matrix(df_volume %>% select(-1))
x <- barplot(df_volume$`Mean Volume`, 
        main = "Mean Volume at Each Month", 
        ylab = "Mean Volume (mm^3)", 
        names.arg = c("3 Months", "6 Months", "9 Months", "12 Months"), 
        horiz = FALSE, 
        xpd = F,
        yaxs = "i",
        ylim = c(1500,3500),
        col = "lightblue")
text(x,y+100,labels=as.character(round(y, digits = 1)))

data_allograft %>%
  select(5:8) -> data_allograft_T2
melt(t(colMeans(data_allograft_T2))) %>%
  select(-1) -> df_T2

colnames(df_T2) <- c("Month", "Mean T2")
y <- as.matrix(df_T2 %>% select(-1))
x <- barplot(df_T2$`Mean T2`, 
        main = "Mean T2 at Each Month", 
        ylab = "Mean T2 (ms)", 
        names.arg = c("3 Months", "6 Months", "9 Months", "12 Months"), 
        horiz = FALSE, 
        ylim = c(30,40),
        xpd = FALSE, # if you do not want barplot to spill, set xpd = FALSE
        col = "lightblue")
text(x,y+0.5,labels=as.character(round(y, digits = 1)))

data_allograft %>%
  select(9:12) -> data_allograft_T2_star
melt(t(colMeans(data_allograft_T2_star))) %>%
  select(-1) -> df_T2_star

colnames(df_T2_star) <- c("Month", "Mean T2*")
y <- as.matrix(df_T2_star %>% select(-1))
x <- barplot(df_T2_star$`Mean T2*`, 
        main = "Mean T2* at Each Month", 
        ylab = "Mean T2* (ms)", 
        names.arg = c("3 Months", "6 Months", "9 Months", "12 Months"), 
        horiz = FALSE, 
        ylim = c(5,10),
        yaxs = "i",
        xpd = F,
        col = "lightblue")
text(x,y+0.27,labels=as.character(round(y, digits = 1)))
```
# Hamstring
```{r}
library(rlist)
library(readxl)
library(readr)
library(tidyverse)
data_hamstring <- read_excel("/Users/ihsanbuker/Desktop/BioAllograft/Data/MRI Data Cleaned.xlsx", 
    sheet = "Hamstring")

data_hamstring %>%
  select(-1,-3,-8,-13) -> data_hamstring 

# Volume Data 
data_hamstring %>%
  select(1,2:5) %>%
  group_by(data_hamstring$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_volume_control
control <- as.data.frame(colMeans(df_volume_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean Volume", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_volume_intervention
intervention <- as.data.frame(colMeans(df_volume_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean Volume", "Group", "Month")

df_volume <- rbind(intervention,control)
df_volume %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s <- as.matrix(data.matrix(z))
y <- s[c(-9,-10)]
x <- barplot(s,
        beside = T,
        xlim = c(1,12),
        xpd = F,
        ylim = c(2000,4000),
        main = "Mean Volume at Each Month", 
        ylab = "Mean Volume (mm^3)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+85,labels=as.character(round(y, digits = 1)), cex = 0.8)

# T2 Data 
data_hamstring %>% 
  select(1,6:9) %>%
  group_by(data_hamstring$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_T2_control
control <- as.data.frame(colMeans(df_T2_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean T2", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_T2_intervention
intervention <- as.data.frame(colMeans(df_T2_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean T2", "Group", "Month")

df_volume <- rbind(intervention,control)
df_volume %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s <-as.matrix(data.matrix(z))
y <- s[c(-9,-10)]
x <- barplot(s,
        beside = T,
        xlim = c(1,12),
        ylim = c(20,45),
        xpd = F,
        main = "Mean T2 at Each Month", 
        ylab = "Mean T2 (ms)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+1,labels=as.character(round(y, digits = 1)), cex = 0.8)

# T2* Data
data_hamstring %>%
  select(1,10:13) %>%
  group_by(data_hamstring$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_T2_star_control
control <- as.data.frame(colMeans(df_T2_star_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean T2_star", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_T2_star_intervention
intervention <- as.data.frame(colMeans(df_T2_star_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean T2_star", "Group", "Month")

df_volume <- rbind(intervention,control)
df_volume %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s<-as.matrix(data.matrix(z))
y <-s[c(-9,-10)]
x <- barplot(s,
        beside = T,
        xlim = c(1,12),
        ylim = c(6,15),
        xpd = F,
        main = "Mean T2* at Each Month", 
        ylab = "Mean T2* (ms)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+0.5,labels=as.character(round(y, digits = 1)), cex = 0.8)
```
# BTB 
```{r}
library(readxl)
library(tidyverse)
data_BTB <- read_excel("/Users/ihsanbuker/Desktop/BioAllograft/Data/MRI Data Cleaned.xlsx", 
    sheet = "BTB")

data_BTB %>%
  select(-1,-3,-8,-13) -> data_BTB

# Volume Data
data_BTB %>%
  select(1,2:5) %>%
  group_by(data_BTB$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_volume_control
control <- as.data.frame(colMeans(df_volume_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean volume", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_volume_intervention
intervention <- as.data.frame(colMeans(df_volume_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean volume", "Group", "Month")

df_volume <- rbind(intervention,control)
df_volume %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s <-as.matrix(data.matrix(z))
y <- s[c(-9,-10)]
x <- barplot(s,
        beside = T,
        xlim = c(1,12),
        ylim = c(1500,3500),
        yaxs = "i",
        xpd = F,
        main = "Mean Volume at Each Month", 
        ylab = "Mean Volume (mm^3)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+85,labels=as.character(round(y, digits = 1)), cex = 0.8)

# T2 Data
data_BTB %>%
  select(1,6:9)  %>%
  group_by(data_BTB$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_T2_control
control <- as.data.frame(colMeans(df_T2_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean T2", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_T2_intervention
intervention <- as.data.frame(colMeans(df_T2_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean T2", "Group", "Month")

df_T2 <- rbind(intervention,control)
df_T2 %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s<-as.matrix(data.matrix(z))
y <- s[c(-9,-10)]
x<-barplot(s,
        beside = T,
        xlim = c(1,12),
        ylim = c(20,45),
        yaxs = "i",
        xpd = F,
        main = "Mean T2 at Each Month", 
        ylab = "Mean T2 (ms)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+1,labels=as.character(round(y, digits = 1)), cex = 0.8)

# T2* Data 
data_BTB %>%
  select(1,10:13) %>%
  group_by(data_BTB$Group, .add = TRUE) %>%
  group_split() -> x
x[[1]] %>%
  select(-6) -> df_T2_star_control
control <- as.data.frame(colMeans(df_T2_star_control %>% select(-1)))
control$Group <- "Control"
control$Month <- row.names(control)
row.names(control) <- NULL
colnames(control) <- c("Mean T2_star", "Group", "Month")

x[[2]] %>%
  select(-6) -> df_T2_star_intervention
intervention <- as.data.frame(colMeans(df_T2_star_intervention %>% select(-1)))
intervention$Group <- "Intervention"
intervention$Month <- row.names(intervention)
row.names(intervention) <- NULL
colnames(intervention) <- c("Mean T2_star", "Group", "Month")

df_T2_star <- rbind(intervention,control)
df_T2_star %>%
  group_by(Month) %>%
  group_split() -> y

y[[2]] %>% select(-3,-2) -> three_months
y[[3]] %>% select(-3,-2) -> six_months
y[[4]] %>% select(-3,-2) -> nine_months
y[[1]] %>% select(-3,-2) -> twelve_months

z <- cbind(three_months, six_months, nine_months, twelve_months)
z$Group <- c("Intervention", "Control")
colnames(z) <- c("3 Months", "6 Months", "9 Months", "12 Months", "Group")

s<-as.matrix(data.matrix(z))
y <- s[c(-9,-10)]
x <- barplot(s,
        beside = T,
        xlim = c(1,12),
        ylim = c(0,20),
        yaxs = "i",
        xpd = F,
        main = "Mean T2* at Each Month", 
        ylab = "Mean T2* (ms)", 
        col = c("lightblue", "pink"))
legend("topright",legend = c("Intervention","Control"), fill = c("lightblue","pink"), horiz = T, cex = 0.7)
text(x,y+1,labels=as.character(round(y, digits = 1)), cex = 0.8)
```