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medical-research

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CardioSTAT is an advanced R-based framework for heart disease classification and prediction, integrating statistical and machine learning approaches. This hybrid model combines ordinal regression with XGBoost for accurate classification and severity prediction, while offering extensive ROC analysis, statistical testing, and visualization tools.

  • Updated Nov 4, 2024
  • R

Welcome to Healthcare Thoughts! This is where I share my insights at the intersection of healthcare and technology. Explore articles on federated learning, blockchain, AI in medicine, health data privacy, and telemedicine. Let's engage in meaningful conversations about the exciting world of healthcare tech!

  • Updated May 9, 2024

Early Detection of Diabetic Kidney Disease using Contrast Enhanced Ultrasound Perfusion Parameters. Explore perfusion models (Lagged Normal, Log-Normal, Gamma Variate), compare their effectiveness, and analyze their application to diabetic and control cases.

  • Updated Jan 1, 2024

This Python-based Exploratory Data Analysis (EDA) aims to assess the effectiveness of Capomulin, an anti-cancer medication, in comparison to other treatment regimens. The initial phase involves an inter-drug comparison, followed by a detailed analysis of Capomulin, which includes the application of linear regression.

  • Updated Dec 17, 2023
  • Jupyter Notebook

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