PharmX AI
Healthcare Intelligence & Prediction System
A comprehensive multi-model AI healthcare system covering disease prediction from vitals, NLP-based disease detection from text, hospital severity estimation, outbreak risk classification, and deep learning medicine demand forecasting — all integrated into a unified Streamlit dashboard with rich Plotly visualizations.
Key features & capabilities.
Disease prediction from patient vitals using XGBoost (best of 6 evaluated algorithms)
NLP disease detection from free-text input using TF-IDF + ML pipeline
Hospital severity estimation and outbreak risk classification
Deep learning ANN for medicine demand and pharmacy sales forecasting
Full 9-notebook EDA → feature engineering → training pipeline
Rich interactive Plotly visualizations throughout
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