arkorty/PrognosAI

PrognosAI leverages machine learning to analyze patient vital signs and assist healthcare professionals in low-resource settings. It aims to improve decision-making speed and accuracy in critical care environments by using neural networks, ultimately easing clinician workload and enhancing patient assessment efficiency. # PrognosAI This repository presents PrognosAI, an integrated machine learning system designed to improve healthcare delivery in resource-limited environments. By utilizing advanced neural network architectures, PrognosAI analyzes real-time sensor data to evaluate patients' vital signs, providing clinicians with timely, accurate information. This project addresses critical issues in healthcare, including delays in diagnosis, lack of access to specialists, and overwhelmed medical staff. With its ability to support faster decision-making and enhance the quality of care, PrognosAI aims to transform healthcare accessibility, particularly in underserved communities. ### Make Predictions ```bash python main.py --predict --data --model ``` ### Train Models ```bash python main.py --train --data --model ``` ### Visualize Metrics ```bash python main.py --visualize --data --save ```