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feat: ✨ Virtual Monthly Spaker Series Xiaoqian Jiang
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Aydawka committed Dec 9, 2023
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title: 'Virtual Monthly Speaker Series'
authors:
- 'Xiaoqian Jiang'
date: '2023-12-05'
categories:
- 'Virtual Monthly Spaker Series'
heroImage: 'https://i.imgur.com/pcliq1b.jpg'
subtitle: 'Dr. Xiaoqian Jiang: Sensitive Data Detection with High-Throughput Machine Learning Models in Electronic Health Records'
tags:
- 'Virtual Monthly Speaker Series'
---

Every month, ETAI will invite a speaker to participate in a monthly speaker series related to ethical issues in biomedical research. The monthly speaker series is part of our module's milestones relating to engagement and reflection on ethics with the AI-READI team.

## December 2023:

This month, Dr. Jiang explored how a groundbreaking discovery was utilized to generate 30 metadata-based features through machine learning for the automatic detection of PHI fields in structured Electronic Health Record (EHR) data. The model, trained on diverse EHR databases, attained an impressive 99% accuracy in identifying PHI-related fields for unseen datasets, presenting significant implications for industries dealing with sensitive data.You can find a recording to his talk [here](https://public.3.basecamp.com/p/oyZRyATXk54EDGtEv3vXY9Mb)

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