AI for Medicine Specialization

AI for Medicine Specialization

What you will learn from this course

  • Learn how to Diagnose diseases from x-rays and 3D MRI brain images
  • Learn how to Predict patient survival rates more accurately using tree-based models
  • Learn how to Estimate treatment effects on patients using data from randomized trials
  • Learn how to Automate the task of labeling medical datasets using natural language processing
  • You will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders
  • You will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis.
  • You will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports.
  • Learn how to Navigate practical challenges in medicine like missing data
  • Learn how to Apply tree-based models to estimate patient survival rates
  • Learn how to Explore methods to interpret diagnostic and prognostic models
  • Learn how to Apply natural language processing to extract information from unstructured medical data
  • How to analyze data from a randomized control trial, interpreting multivariate models, evaluating treatment effect models, and interpreting ML models for treatment effect estimation
  • How to extract disease labels from clinical reports, and also question answering with BERT
  • How to interpret deep learning models, and also feature importance in machine learning

Can I download AI for Medicine Specialization course?

You can download videos for offline viewing in the Android/iOS app. When course instructors enable the downloading feature for lectures of the course, then it can be downloaded for offline viewing on a desktop.
Can I get a certificate after completing the course?
Yes, upon successful completion of the course, learners will get the course e-Certification from the course provider. The AI for Medicine Specialization course certification is a proof that you completed and passed the course. You can download it, attach it to your resume, share it through social media.
Are there any other coupons available for this course?
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