Merge branch 'master' of https://github.com/mmmmtoasty19/DHSC-Capstone

ML/1-data-exploration.R

@@ -160,7 +160,6 @@ gp2$ggsave(
   )
 
 
-
 # save-data ---------------------------------------------------------------
 
 ds1 %>% readr$write_rds(here("ML","data-unshared","model_data.RDS"))

chapter3.qmd

@@ -1,3 +1,7 @@
 # Methods
 
 ## Population and Data
+
+This study was designed using the Medical Information Mart for Intensive Care (MIMIC) database [@johnsonalistair]. MIMIC (Medical Information Mart for Intensive Care) is an extensive, freely-available database comprising de-identified health-related data from patients who were admitted to the critical care units of the Beth Israel Deaconess Medical Center. The study is using version IV of the database, containing data from 2008 - 2019. The database contains many different types of information, but only data from the patients and laboratory events table are used in this study.
+
+## Data Variables and Outcomes

references.bib

@@ -290,3 +290,13 @@ Publisher: Endeavor Business Media},
 	url = {https://linkinghub.elsevier.com/retrieve/pii/S1875918115000343},
 	langid = {en}
 }
+
+@article{johnsonalistair,
+	title = {MIMIC-IV},
+	author = {{Johnson, Alistair},  and {Bulgarelli, Lucas},  and {Pollard, Tom},  and {Horng, Steven},  and {Celi, Leo Anthony},  and {Mark, Roger}, },
+	doi = {10.13026/S6N6-XD98},
+	url = {https://physionet.org/content/mimiciv/1.0/},
+	note = {Version Number: 1.0
+Type: dataset
+DOI: 10.13026/S6N6-XD98}
+}