Healthcare Analytics and Machine Learning: Dementia Prediction and Data Insights demonstrating data analysis, predictive modeling, and visualization techniques applied to healthcare data
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Updated
Apr 4, 2024
Healthcare Analytics and Machine Learning: Dementia Prediction and Data Insights demonstrating data analysis, predictive modeling, and visualization techniques applied to healthcare data
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.
A comprehensive Power BI project analysing healthcare industry data, exploring patient demographics, hospital performance, and payer-provider dynamics through interactive visualizations & made executive summary report that provide actionable insights for strategic decision-making.
Estimated costs of intervening upon health-related social needs detected in primary care: a simulation study
Group project for the course BUDT704: Data Processing and Analysis using Python
Conduct comprehensive healthcare data analysis to derive insights, improve patient outcomes, and optimize operational efficiency through advanced statistical methodologies and machine learning techniques. Delivering actionable intelligence for informed decision-making.
this Is my HealthCare Website under Hack-a-thon HackFest( Delhi/NCR) GEEKS FOR Geeks which is still in working .The system should continuously gather and analyze healthcare data while promoting healthy lifestyles and wellness practices.
Epidemiology course materials on the basic principles from my Undergraduate Degree
Heart Disease Analysis to explore, diagnose and highlight potential factors to predict the disease chance in future.
A Qualitative Descriptive Study Comprising of Discussions And Recommendations
The knowledge about medical records is crucial in the treatment of a patient and it indicates his/her survival odds to a great extent. In this project, we predict whether a patient will survive or not, based on various relevant medical information.
Unlock 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.
Diagnose the presence of skin cancer in a person using CNN and as well explain what led the CNN to arrive at the decision. Visual explanations are made utilizing the Gradient-weighted Class Activation Mapping (Grad-CAM), the gradients flowing into the final convolutional layer to produce a coarse localization map highlighting the important regio…
I created a responsive and dynamic dashboard with a summary page and a detailed page whcih shows key metrics such as average wait list for different age groups, monthly trends etc. For this project we used power BI to create the reports
MedCare is a healthcare management system designed to streamline and enhance the patient experience. It provides a platform for patients to easily schedule appointments, access their medical records, and communicate with healthcare providers.
Identifying and highlighting medical problems and medications from a discharge summary.
A program that calculates the hourly patient census in a hospital emergency department or inpatient unit, as well as the hourly staffing, and produces a common dataset that can be used for analysis.
Analysing adverse effects of drugs
Identified factors that contribute to Healthcare Cost in the U.S.
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