What Does MVP Stand For? It’s Not What You Think.
October 7, 2024
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Instructors: Chung-Fu Chang
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(69 reviews)
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Intermediate level
Prior courses of object classification and signal processing are recommended, but not required.
(69 reviews)
Recommended experience
Intermediate level
Prior courses of object classification and signal processing are recommended, but not required.
Breast Imaging; AI Processing Paradigm; Performance Assessment Metrics
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The objective of this course is to provide students the knowledge of artificial intelligence processing approaches to breast cancer detection. Students will take quizzes and participate in discussion sessions to reinforce critical concepts conveyed in the modules. Reading assignments, including journal papers to understand the topics in the modules, will be provided.
The course is designed for students who are interested in the career of product development using artificial intelligence and would like to know how AI can be applied to mammography. The course content is focused on the AI processing paradigm along with the domain knowledge of breast imaging. This course approach is unique, providing students a broad perspective of AI, rather than homing in on a particular implementation method. Students who complete this course will not only leverage the knowledge into an entry level job in the field of artificial intelligence but also perform well on projects because their thorough understanding of the AI processing paradigm.
In module 1, you will be introduced to breast cancer epidemiology and approaches to breast cancer imaging.
5 videos2 readings4 assignments4 plugins
In Module 2, we will introduce the history of AI and the key elements and approaches. We will also define the assessment methods of AI classification performance
4 videos4 assignments4 discussion prompts
In this module, we will review common abnormalities identified on breast imaging in order to pave the way to thinking about using AI in detection.
4 videos6 readings4 assignments2 plugins
In this module, we will explore two major AI approaches which are applicable to the breast cancer detection.
4 videos1 reading4 assignments4 discussion prompts
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
Instructor ratings
We asked all learners to give feedback on our instructors based on the quality of their teaching style.
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
Politecnico di Milano
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Macquarie University
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Scrimba
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69 reviews
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Reviewed on Jun 13, 2023
It was extremely detailed and gave me a thorough understanding of the topic. I hope to have more courses like this in the future.
Reviewed on May 17, 2023
It was a very good experience. I am glad I opted for this.
Reviewed on Oct 3, 2021
The session was indeed informative and as best as it could've been. I am glad to be a participant and look forward to learn.
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