This program will Supply you with useful knowledge in applying chopping-edge machine learning approaches to concrete problems in modern-day medicine: - In Course 1, you will make convolutional neural network graphic classification and segmentation designs to help make diagnoses of lung and Mind disorders. - In Course 2, you will build risk products and survival estimators for heart disease using statistical strategies in addition to a random forest predictor to ascertain client prognosis. - In Course 3, you will produce a remedy influence predictor, use model interpretation approaches and use all-natural language processing to extract details from radiology experiences. These courses go beyond the foundations of deep learning to give you insight into your nuances of applying AI to medical use instances.
"I instantly used the ideas and skills I learned from my courses to an thrilling new undertaking at work."
We try this by using a number of clinically rich situations which your tutor will write-up on our educational Discussion board which you and your classmates will research, respond to and focus on.
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Description: This a few-course Specialization will Provide you with realistic encounter in applying machine learning to concrete problems in medicine.
The team exercise is created to promote and take a look at The scholars’ ability to perform for a team in taking the subject location forward. A bunch undertaking is ready, the team elects a pacesetter using the online forum (intended to place leadership abilities into follow) as well as leader allocates jobs to group associates.
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Occasionally, applicants could be asked to submit a piece of get the job done for evaluation so that you can affirm that they are capable to operate comfortably at postgraduate level, and display the requisite clinical and Qualified know-how.
Examples of individual pursuits may include either a penned assignment, poster, website or social networking project.
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Critically Appraise present-day and rising AI technologies for a range of healthcare applications, analysing the likely Gains and limits of these tools in medical observe.
Acquire techniques in the analysis of human genetic data, specific with regard to applications in biomedical research.
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