healthcare-analysis
There are 13 repositories under healthcare-analysis topic.
tuva-health / tuva
Main repo including core data model, data marts, data quality tests, and terminology sets.
Language:HTML 272virajbhutada / bi-projects-collection
Discover a curated collection of dynamic Power BI dashboards covering financial analytics, HR metrics, streaming service trends, real estate dynamics, and more. Meticulously designed for comprehensive data exploration, this repository continues to expand with new and impactful visualizations.
nusdbsystem / ARM-Net
A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.
Language:Python 79google / cql
An experimental Clinical Quality Language execution engine for analyzing FHIR healthcare data at scale.
Language:Go 77msasnur / Healthcare-Analytics
Hospital admission data was analyzed to accurately predict the patient’s Length of Stay at the time of admit so that the hospitals can optimize resources and function better.
Language:Jupyter Notebook 47A starter dbt project and synthetic claims dataset for trying out the Tuva Project.
KhushiBhadange / Exploratory-Data-Analysis-Mental-Health-Problem
In this repository, explore insightful solutions through exploratory data analysis focusing on mental health problems. Gain valuable insights into understanding and addressing key challenges in this critical domain.
Language:Jupyter Notebook 24gregbeaumont / PowerPopHealth
Power Pop Health is a collection of content intended to simplify the process of ingesting and prepping Healthcare Open Data using Azure data tools and Power BI. Moving forward the overarching theme will be data related to Population Health, but other sources pertinent to Healthcare will also be included.
This connector is a dbt project that maps Medicare CCLF claims data to the Tuva Input Layer.
resurfemg-org / ReSurfEMG
An open source library for analysis of respiratory EMG
Language:Jupyter Notebook 14The Tuva Project Docs i.e. where we write and share our knowledge about healthcare data and analytics.
Language:JavaScript 13bukandu1 / Patient-Prime
A web application that assists patients with reviewing objective quality indicators and subjective reviews together along with making an informed decision about their future care.
Language:Python 12Maps Medicare LDS claims data to the Tuva Input Layer so you can easily run the Tuva Project.
spsanderson / healthyR.data
Data sets for the healthyR package.
Language:R 10Unlock insights into the U.S. healthcare landscape from 2019 to 2020. Our PowerBI-driven analysis delves into hospital performance, patient outcomes, and payer-provider dynamics. Dive into detailed reports and visualizations for informed decision-making, empowering healthcare stakeholders, and shaping the industry's future.
A dbt project that transforms messy public provider datasets into usable data for the Tuva Project.
nhs-r-community / NHSRepisodes
Hospital episodes can overlap or have gaps which can result in under or over counting. This package contains functions which can be used to rectify this common analytical issue in NHS data.
Language:R 8- heart_disease_analysis
coreycoole / heart_disease_analysis
Statistical analysis of heart disease data project completed during my enrollment in the Data Science program through Thinkful.
Language:Jupyter Notebook 7 DiaAzul / dask-modelling-example
Healthcare modelling using Python, Pandas and Dask
Language:Jupyter Notebook 7Elysian01 / ML-Projects
All of mine ML projects
Language:Jupyter Notebook 6- omopcdm-dot-net
dermatologist / omopcdm-dot-net
:notebook: .Net library for OMOP CDM management
Language:C# 5 JoannePeel / healthcare-data-analysis
A data and statistics analysis on the institutions in charge of healthcare in Mexico.
Language:Jupyter Notebook 5liyue34673 / Humana_2020_case_competition
Humana-Mays Healthcare Analytics 2020 Case Competition
Language:Python 5DNXEMPIRE-1 / Healthcare--Medin
A level 5 Hospital System ------Still Ongoing
Language:HTML 4Kimonokimo / Machine-Learning-Projects
Machine Learning studies at Brandeis University, with my best friends Ran Dou, Tianyi Zhou, Dan Mduduzi, Siyan Lin.
Language:Jupyter Notebook 4NamiF / The-cost-of-healcare-related-to-longevity
Exploratory data analysis to see if there is any country, demonstrating more effective use of Healthcare cost to maintain its longevity than other countries.
Language:Jupyter Notebook 4- Language:Python 3
Het21 / Employee-Mental-Health-Treatment-Prediction
A project using Python's PyML library to predict whether an employee needs mental health treatment or not based on their background data acquired from their survey answers
Language:Python 3pythonhealthdatascience / rap_template_python_des
Template reproducible analytical pipeline (RAP) for simple python discrete-event simulation (DES) model.
Language:Jupyter Notebook 3AnandaRauf / HappyCure
Happy Cure is android app health care. Developed using Flutter.
- Pneumonia-Recognition-With-Deep-Learning-and-TensorFlow
msikorski93 / Pneumonia-Recognition-With-Deep-Learning-and-TensorFlow
A binary classification using Convolution Neural Network (CNN, or ConvNet) model.
Language:Jupyter Notebook 2 Mundial-cyber / Data-Mambo
Hey Data Ninjas! Here you'll get to get your hands dirty with real time data that cuts across each sector. Firstly, since I'm a healthcare professional, you'll see data regarding pathologies and I hope this gives you a deeper insight of specific pathologies though the projects cut across all sectors. Happy Data Science!
Language:Jupyter Notebook 2q-maze / sparkHospital
Project to create models to predict ICU patient mortality based on demographic, diagnostic, and other factors utilizing Apache Spark.
Language:Jupyter Notebook 2raj-shr-git / Medicare_Provider_Fraud_Detection
This repository contains the code components of work carried out for analyzing the Medical Provider Fraud Detection dataset with the intent to find most important features to crack down the potentially fraud providers.
Language:HTML 2Taweilo / diabetes-prediction
Leverage Supervised Machine-learning Techiques to Predict Diabetes from Blood Test
Language:Jupyter Notebook 2vinayreddy115 / Healthcare-Quality-and-Expenses-Analysis
Built panel regression model analyzing the variables effecting Healthcare-Expenses and Quality of 26 OECD countries from 2010-16.
Language:R 2
