ChatCTP: DICOM De-Identification Using ChatGPT

RSNA 2023 Deep Learning Lab - DLL06

Monday 11/27/2023 12:00:00 PM CST

^ QR code link for this page: https://ai.skp.one/rsna23-deid

Speakers

• Adam Flanders
• Errol Colak
• Hui-Min Lin
• Chinmay Singhal
• George Shih

Outline

1. Session Intro (DeID intro) - Adam

2. DICOM intro (DICOM tag deid issues) - Errol

3. [Hands-On] DICOM Tags Exploration with LLMs - Errol + Hui-Ming

DICOM Tags Exploration with ChatGPT and other LLMs

(pre-DeID) https://chat.md.ai/chat/share/report_gRVKRp360P

(post-DeID) https://chat.md.ai/chat/share/report_RnbQZxgmkN

💡 Example of DICOM tags exploration with LLMs:

4. [Hands-On] Python Notebook For DeID (coded by GPT-4) - Chinmay + Hui-Ming

This URL forwards to the latest Google Colab notebook for DICOM DeID coded by GPT-4.

https://ai.skp.one/rsna23-deid-colab-notebook

💡 Example of python notebook output:

5. [Hands-On] More DICOM DeID with GPT-4 - Chinmay

https://ai.skp.one/rsna23-deid-gpt4

6. Wrap-Up - George

7. [BONUS] DICOM Pixel DeID using AI - Chinmay

Slides

[Hands On] https://public.md.ai/annotator/project/QGR7ogRK?clone=1