NATURAL LANGUAGE PROCESSING IN HEALTHCARE
Course 5405
3 Days
$1,800
This course delves into the exciting world of NLP, where you’ll learn how AI can understand and process human language to transform healthcare. From analyzing medical records to extracting valuable insights from clinical notes, NLP is a game-changer in making sense of unstructured healthcare data.
Who Should Take This Course?
This course is perfect for healthcare professionals, data scientists, and anyone interested in how language processing can enhance healthcare. If you’re curious about how AI can help make sense of medical text and improve communication, this course is for you.
Course Format:
Lectures, facilitator presentations, guided discussions, practical hands-on exercises (both individual and large-group), collaborative discussions, and action planning.
Payment Information: We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
Learning Objectives
- Understand the fundamentals of natural language processing and its applications in healthcare.
- Learn to process and analyze unstructured text data from medical records and clinical notes.
- Explore common NLP techniques and tools used in healthcare settings.
- Gain insights into how NLP can improve patient outcomes and operational efficiency.
- Develop skills to implement NLP solutions in real-world healthcare scenarios.
Course Topics
Introduction to Natural Language Processing
- Overview of NLP and its significance in healthcare.
- Types of healthcare data suitable for NLP analysis.
NLP Techniques and Tools
- Text preprocessing: tokenization, stemming, and lemmatization.
- Key NLP libraries: NLTK, SpaCy, and BERT.
Analyzing Medical Text Data
- Extracting insights from electronic health records (EHRs) and clinical notes.
- Sentiment analysis and topic modeling in healthcare.
Applications of NLP in Healthcare
- Enhancing patient documentation and communication.
- Automating administrative tasks with NLP.
Challenges and Considerations
- Addressing data privacy and security in NLP applications.
- Ethical considerations in processing patient information.
Hands-On Projects and Case Studies
- Real-world projects to apply NLP skills in healthcare contexts.
- Case studies of successful NLP implementations in healthcare.
Prerequisites
To make the most out of this course, you should have:
Class Schedule
We accept credit card payments. To register using a purchase order (without a surcharge), please send the purchase order to customerservice@hazadvisors.com
**Rates below are for each participant.
August 20 - August 22, 2024
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
September 24 - September 26, 2024
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
October 21 - October 23, 2024
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
November 13 - November 15, 2024
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
January 15 - January 17, 2025
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
February 25 - February 27, 2025
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
March 18 - March 20, 2025
9:00 AM – 5:00 PM EST
NLP in Healthcare,
Virtual, EST
$1,800
Class ID: 5405
