Natural Language Processing (NLP) in Healthcare Data
Course Overview
Course Introduction
This course focuses on extracting insights from unstructured healthcare data, particularly text. Participants will explore natural language processing techniques and applications in healthcare.
Duration: 10 days
Course Outline
Course Objectives:
- Understand the basics of natural language processing.
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Learn to process and analyse healthcare text data.
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Explore sentiment analysis and information extraction in healthcare.
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Apply NLP techniques to clinical notes and medical literature.
Course Modules
Course Modules:
Module 1: Introduction to Natural Language Processing (NLP)
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Basics of NLP and its applications.
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Challenges in processing healthcare text data.
Module 2: Text Pre-processing in Healthcare
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Cleaning and tokenization of healthcare text.
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Handling issues like stemming and lemmatization.
Module 3: Sentiment Analysis and Opinion Mining in Healthcare
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Analysing sentiments in patient reviews and feedback.
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Applications of sentiment analysis in healthcare.
Module 4: Information Extraction from Clinical Text
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Extracting structured information from clinical notes.
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Named Entity Recognition (NER) in healthcare.
Module 5: Case Studies and Applications in Healthcare
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Real-world applications of NLP in healthcare.
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Practical exercises on clinical text data.
Course Administration Details
Methodology
Instructor-led sessions use a blended learning approach combining presentations, guided practical exercises, web-based tutorials, and group work, delivered by seasoned industry experts. All facilitation and course materials are in English, so participants should be reasonably proficient in the language.
Accreditation
Upon successful completion of this training, participants will be issued an Apollina Healthcare certificate certified by the National Industrial Training Authority (NITA).
Training Venue
The training will be held at Apollina Healthcare Training Centre. The course fee covers the course tuition, training materials, two break refreshments, and lunch. All participants will additionally cater to their travel expenses, visa application, insurance, and other personal expenses.
Accommodation & Transfer
Accommodation and Airport Transfer are arranged upon request. For reservations contact the Training Officer.
Email: connect@apollinahealthcare.com
Phone: (+254) 710 661 274
Tailor-Made
This training can also be customized to suit the needs of your institution upon request. You can have it delivered in our Apollina Healthcare Training Centre or at a convenient location.
Payment
Payment should be transferred to the Apollina Healthcare account through a bank on or before the start of the course. Send proof of payment to: connect@apollinahealthcare.com.
