Links:

https://www.indiatoday.in/health/story/ai-blood-test-tool-niloufer-hospital-non-invasive-diagnostics-telangana-quick-vitals-2727989-2025-05-21

https://www.thehindu.com/news/cities/Hyderabad/niloufer-hospital-in-hyderabad-launches-ai-based-non-invasive-blood-test-tool/article69596981.ece

The article describes an AI-powered blood test tool, an app that leverages advanced face-scanning technology to provide rapid, non-invasive health diagnostics.

Here's a technical gist of how it works:

How Photoplethysmography (PPG) Works

Photoplethysmography (PPG) is a non-invasive optical technique that detects changes in blood volume in your tissue, typically at the skin surface. It's the core technology in smartwatches for heart rate and pulse oximeters for blood oxygen.

Here's the concise breakdown:

  1. Light Emission: An LED emits light (green for heart rate, infrared for oxygen) into your skin.
  2. Light Absorption: Blood absorbs more light than surrounding tissues.
  3. Blood Volume Changes: With each heartbeat, blood volume in your vessels changes, leading to variations in light absorption. More blood means more absorption, less blood means less.
  4. Light Detection: A photodetector measures the amount of light either reflected or transmitted back.
  5. Signal Conversion: This detected light is converted into an electrical signal that fluctuates with your pulse.
  6. Data Processing: Algorithms analyze this signal (the pulsatile "AC component" for heart rate, and the "DC component" for baseline absorption) to derive physiological parameters.

In short, PPG works by shining light into your skin and then measuring how the light absorption changes with your pulsating blood flow, allowing it to "see" your pulse and other vital health data.