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AINS6100 AI in Medical Imaging
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AINS6100: AI in Medical Imaging
Syllabus: AINS6100 AI in Medical Imaging
Module 1 Overview
Module 1 Book Prose
Module 1 Assignment: Clinical imaging workflows
Module 1: Clinical imaging workflows
Module 1 Narration
Module 1 Instructor Notes
Module 1 Rubric
Module 1 Lab: Clinical imaging workflows
Module 2 Overview
Module 2 Book Prose
Module 2 Assignment: Image data, labels, and annotation
Module 2: Image data, labels, and annotation
Module 2 Narration
Module 2 Instructor Notes
Module 2 Rubric
Module 2 Lab: Image data, labels, and annotation
Module 3 Overview
Module 3 Book Prose
Module 3 Assignment: Preprocessing and augmentation
Module 3: Preprocessing and augmentation
Module 3 Narration
Module 3 Instructor Notes
Module 3 Rubric
Module 3 Lab: Preprocessing and augmentation
Module 4 Overview
Module 4 Book Prose
Module 4 Assignment: Classification and detection
Module 4: Classification and detection
Module 4 Narration
Module 4 Instructor Notes
Module 4 Rubric
Module 4 Lab: Classification and detection
Module 5 Overview
Module 5 Book Prose
Module 5 Assignment: Segmentation and measurement
Module 5: Segmentation and measurement
Module 5 Narration
Module 5 Instructor Notes
Module 5 Rubric
Module 5 Lab: Segmentation and measurement
Module 6 Overview
Module 6 Book Prose
Module 6 Assignment: Validation, bias, and safety
Module 6: Validation, bias, and safety
Module 6 Narration
Module 6 Instructor Notes
Module 6 Rubric
Module 6 Lab: Validation, bias, and safety
Module 7 Overview
Module 7 Book Prose
Module 7 Assignment: Regulatory and operational integration
Module 7: Regulatory and operational integration
Module 7 Narration
Module 7 Instructor Notes
Module 7 Rubric
Module 7 Lab: Regulatory and operational integration
Module 8 Overview
Module 8 Book Prose
Module 8 Assignment: Medical imaging AI case review
Module 8: Medical imaging AI case review
Module 8 Narration
Module 8 Instructor Notes
Module 8 Rubric
Module 8 Lab: Medical imaging AI case review
Index