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amini

analysis-of-text-

Healthgrade website consists of patients feedback comments on doctors. Text mining has been done to understand negative topics for doctors.

asdfree

analyze survey data for free

birth_control

Our objective was to analyze trends in birth control tablet ingestion by non-users epidemiology, demographics, and mechanisms of injury.

blog_code

Complete code for some of the blog posts found at kimberlycoffey.com

ccs

R package with HCUP Clinical Classification Software (CCS) mapping to common diagnosis and procedure codes

classification_churn_with_parsnip

Modelling with Tidymodels and Parsnip - A Tidy Approach to a Classification Problem

coi

Does conflict of interest cause different prescribing?

comparing-hospitals

Exploring data from the Hospital Compare web site (http://hospitalcompare.hhs.gov) run by the U.S. Department of Health and Human Services. The purpose of the web site is to provide data and information about the quality of care at over 4,000 Medicare-certified hospitals in the U.S. This dataset essentially covers all major U.S. hospitals.

cookbook

data

Data and code behind the articles and graphics at FiveThirtyEight

data-1

Data sets created for stories on The Pudding, open to the public.

data-analysis-of-medicare-reimbursements-to-physicians

diabetes-patient-readdmission-prediction

diabetes-readmission

Short project predicting hospital readmission for Diabetes patients using R

dotdensity

R package with convenience methods for multi-category dot density maps

ds-sliced

Notebooks for NIck Wan's Twitch "Sliced" show

ent_duffy

ENT study looking at case volumes before and during COVID-19.

exploratory

ezkable

ezplot

A R package that allows you to make commonly used statistical charts easily and quickly. All plots are made using ggplot2.

foreign_body

To estimate nationwide incidence of emergency department (ED) visits for pelvic foreign body occurring in the bladder, vagina and rectum, and analyze demographic and anatomic‐specific trends.

genetic-algorithm-feature-selection

Script to select the best subset of variables based on genetic algorithm in R

geography

health-care-markets

Methods and thoughts on defining geographic markets for health care services, i.e., a guided tour of a particularly complex rabbit hole.

hospital_comparison

various statistcal analyses for data from Hospital Compare web site (http://hospitalcompare.hhs.gov) run by the U.S. Department of Health and Human Services.

hospitalnetwork

Building networks of hospitals through patients transfers

isochrones

Evaluation of geographic spread or contraction of subspecialty care in OBGYN over years.

lo_and_muffly

lo_fellowship_directors

COI for OBGYN fellowship directors