---
title: "Discussion on \"Testing a Medical Image De-identification App with Passmark: How I Built and Tested Aegis\" | Hashnode"
description: "Discussion on \"Testing a Medical Image De-identification App with Passmark: How I Built and Tested Aegis\". From manual pixel scrubbing to batch automation — deploying Aegis on Hugging Face and testing with AI-driven Playwright."
url: "https://hashnode.com/posts/testing-a-medical-image-de-identification-app-with-passmark-how-i-built-and-tested-aegis/6a0026d7e3eebc2e203f9f3f"
---

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# [Testing a Medical Image De-identification App with Passmark: How I Built and Tested Aegis](https://lakshmi-mahabaleshwara.hashnode.dev/testing-a-medical-image-de-identification-app-with-passmark-how-i-built-and-tested-aegis?utm_source=hashnode&utm_medium=feed)

From manual pixel scrubbing to batch automation — deploying Aegis on Hugging Face and testing with AI-driven Playwright.

May 10 · 7 min read · lakshmi-mahabaleshwara.hashnode.dev  
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-   [#breakingappshackathon](https://hashnode.com/tag/breakingappshackathon)
-   [#playwright](https://hashnode.com/tag/playwright)
-   [#gradio](https://hashnode.com/tag/gradio)
-   [#passmark](https://hashnode.com/tag/passmark)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#playwright-automation](https://hashnode.com/tag/playwright-automation)

## Written by

[Lakshmi Mahabaleshwara](https://hashnode.com/@lakshmi-mahabalesh)

@lakshmi-mahabalesh · Bengaluru, India

  
[View profile](https://hashnode.com/@lakshmi-mahabalesh)

Writing about healthcare AI, medical imaging, data engineering, and scalable ML

Data Engineer and AI developer focused on healthcare AI, medical imaging, and scalable ML systems. Building open-source tools for medical data de-identification, privacy-preserving AI, and healthcare analytics.

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