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AI Integration in Healthcare Patient Data
Coursera
Course
Unknown

AI Integration in Healthcare Patient Data

Illinois Tech

Explore how artificial intelligence integrates with patient data systems, focusing on data quality, bias, ethics, EHR integration, and clinical decision support tools.

Unknown3 weeksEnglish

About this Course

This course delves into the integration of artificial intelligence (AI) within healthcare, focusing on patient data management. Learners will explore the ethical and policy considerations surrounding AI applications in clinical and public health settings. The course emphasizes the significance of data quality and the potential impact of bias on clinical decision support systems. Participants will gain hands-on experience with AI and machine learning tools, including natural language processing (NLP) applications for clinical note summarization. Additionally, the course covers the integration of AI with electronic health records (EHRs) and clinical decision support systems, equipping learners with the knowledge to leverage AI for improved patient outcomes

What You'll Learn

  • Analyze ethical and policy considerations of AI in clinical and public health settings
  • Evaluate data quality and assess bias in clinical decision support systems
  • Apply machine learning and NLP techniques to clinical data tasks
  • Understand integration of AI tools with EHRs and decision support systems

Prerequisites

  • Basic computer and internet skills
  • Ability to read instructions in English and complete short activities

Instructors

F

Frank Naeymi-Rad

Topics

Data Analysis
Data Science
Machine Learning
Electronic Medical Record System
Natural Language Processing
Generative AI
Artificial Intelligence
Health Informatics
Decision Support Systems
Data Ethics

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علم البيانات
تعلم الآلة
المعلوماتية الصحية
السجلات الصحية الإلكترونية
معالجة اللغة الطبيعية
الذكاء الاصطناعي
Health Informatics
Decision Support Systems
Data Ethics

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