Healthcare NLP with a doctor's bag of notes | - Andrew Long, PhD

In this hands-on training & workshop video, the audience will have the opportunity to complete a Python NLP project with doctors’ discharge summaries to predict unplanned hospital readmission. The audience will learn how to prepare data for a machine learning project, preprocess text using a bag-of-words approach, train a few predictive models, evaluate the performance of the models, and strategize how to improve the models. The MIMIC III data set is used in this tutorial and requires requesting access in advance (an artificial dataset will be provided for those without access).

Do You Like This Video? Share Your Thoughts in Comments Below
Visit our website and choose the nearest ODSC Event to attend and experience all our Trainings and Workshops: https://odsc.com/

Sign up for the newsletter to stay up to date with the latest trends in data science: https://opendatascience.com/newsletter/

Follow Us Online!
• Facebook:   / opendatasci  
• Instagram:   / odsc  
• Blog: https://opendatascience.com/
• Linkedin:   / open-data-science  
• Learning Videos: https://learnai.odsc.com

#ODSC #AI #MachineLearning