CareLens AI

• 

  Result of the Model

• 

  Full Explanation Result

CareLens AI is an AI-powered healthcare system designed to interpret complex medical lab reports and provide early risk awareness in a clear and explainable way. The system extracts structured data from unstructured medical reports using OCR techniques and processes it through a hybrid intelligence pipeline combining machine learning, rule-based clinical logic, and large language model (LLM) explanations. It analyzes lab values, detects trends over time, and identifies potential health risks using models such as XGBoost along with engineered statistical and clinical features. The system also applies explainable AI techniques to ensure transparency in predictions, making it easier for both patients and doctors to understand results. Finally, a Streamlit-based interface presents insights in a simple, interactive dashboard that transforms raw medical data into actionable and human-readable health information.

Built With

• deep-translator
• explainable-ai
• google-translate-api
• groq
• healthcare-ai
• machine-learning
• risk-prediction