AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required!
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課程信息
您將獲得的技能
- Deep Learning
- Image Segmentation
- Machine Learning
- model evaluation
- Multi-class classification
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deeplearning.ai
DeepLearning.AI is an education technology company that develops a global community of AI talent.
授課大綱 - 您將從這門課程中學到什麼
Disease Detection with Computer Vision
By the end of this week, you will practice classifying diseases on chest x-rays using a neural network.
Evaluating Models
By the end of this week, you will practice implementing standard evaluation metrics to see how well a model performs in diagnosing diseases.
Image Segmentation on MRI Images
By the end of this week, you will prepare 3D MRI data, implement an appropriate loss function for image segmentation, and apply a pre-trained U-net model to segment tumor regions in 3D brain MRI images.
審閱
- 5 stars75.78%
- 4 stars18.62%
- 3 stars3.66%
- 2 stars1.28%
- 1 star0.64%
來自AI FOR MEDICAL DIAGNOSIS的熱門評論
Throughout this course, I was able to understand the different medical and deep learning terminology used. Definitely a good course to understand the basic of image classification and segmentation!
Great course for implementing the concept of AI in the Medical Sector, with the proper guidance of the evaluation of a model for measuring the performance of the model.
The assignments are extremely simple; mostly just implementing an equation in Python. The rest of the notebooks are basically readings. Maybe give a little more coding practice.
I absolutely enjoyed going through this course. Pranav and his team did a very good job in explaining the key concepts in how AI is being used for medical diagnosis.
關於 AI for Medicine 專項課程
AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.

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