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学生对 deeplearning.ai 提供的 AI for Medical Diagnosis 的评价和反馈

4.7
1,178 个评分
265 条评论

课程概述

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! This program will give you practical experience in applying cutting-edge machine learning techniques to concrete problems in modern medicine: - In Course 1, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders. - In Course 2, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis. - In Course 3, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports. These courses go beyond the foundations of deep learning to give you insight into the nuances of applying AI to medical use cases. As a learner, you will be set up for success in this program if you are already comfortable with some of the math and coding behind AI algorithms. You don't need to be an AI expert, but a working knowledge of deep neural networks, particularly convolutional networks, and proficiency in Python programming at an intermediate level will be essential. If you are relatively new to machine learning or neural networks, we recommend that you first take the Deep Learning Specialization, offered by deeplearning.ai and taught by Andrew Ng. The demand for AI practitioners with the skills and knowledge to tackle the biggest issues in modern medicine is growing exponentially. Join us in this specialization and begin your journey toward building the future of healthcare....

热门审阅

RK

Jul 03, 2020

It was a nice course. Though it covers basics. A follow-up advanced specilization can be made. Overall, it's sufficient for beginner for an engineer trying to learn application of AI for medical field

KH

May 27, 2020

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!

筛选依据:

101 - AI for Medical Diagnosis 的 125 个评论(共 263 个)

创建者 Fatemeh B

Jul 25, 2020

This course was very useful for me . It helped me a lot in MRI segmentation task.

Thank you very much

创建者 Gilles P P

May 16, 2020

Really great course, so new for me, I've really learned a lot and enjoyed it.

Thanks (merci beaucoup)

创建者 Ali N

May 21, 2020

Important concepts of deep learning applications in medical imaging are explained is a simple way.

创建者 Muneyoshi B

Apr 24, 2020

Not only medical diagnosis, but also I have learned to implement the Keras original loss function.

创建者 Eric M B

Sep 20, 2020

Excellent course. My only suggestion would be some optional videos walking you through the code.

创建者 Raihan A V

Aug 12, 2020

Excellent Course taught in pieces which makes it much easier to understand. Highly recommend it.

创建者 LEANDRO A H T

Sep 02, 2020

This is one of the best online curses I have taken. Thanks a lot for all your shared knowledge!

创建者 Le N T D

Jun 21, 2020

Excellent course, I learn many tips and tricks apart from many free sources and books I found.

创建者 Sourish G

Jun 12, 2020

Excellent course for those who are interested in Data Science for biomedical image analysis

创建者 Matteo R

Apr 18, 2020

Excellent! I learned several fresh new concepts that I will use in my own research career.

创建者 Alice F

May 06, 2020

I enjoyed this course. The lessons are clear and the laboratories are very interesting.

创建者 Agam T

Aug 24, 2020

I highly recommend this course to people looking to enter the AI in healthcare domain.

创建者 Shweta T

Aug 10, 2020

My area of research is Medical Image Processing. The course helped me to learn a lot.

创建者 Veeresh S

May 26, 2020

It was the course I was looking for expanding my knowledge in AI HelathCare thank you

创建者 Siladittya M

Apr 22, 2020

I needed this course. Thanks a lot. Learnt a lot and it will help a lot in my career.

创建者 MhdZki

Jun 19, 2020

Wish to learn more and hopefully instructor teach us the code step by steps as well

创建者 Andrew B

May 01, 2020

Great course. I especially like the metrics evaluation part of the course (week 2).

创建者 Mia D

Sep 11, 2020

Great course and specialization, organised well and contain really diverse topics.

创建者 Sreejith S

Jul 01, 2020

A good introductory course on getting started with applying AI in medical domain.

创建者 Mohan N

Apr 19, 2020

This is a clear and engaging course to get started with AI and medical diagnosis.

创建者 Mehrsa J

May 25, 2020

Very informative as a medical researcher with a background in cancer research

创建者 Priyamvada R

Jul 04, 2020

Thank you for the great opportunity to learn and understand in a simple way

创建者 James H

Apr 30, 2020

First rate course. Sophisticated methods applied to real medical problems.

创建者 Marko N

Sep 20, 2020

Amazing course with lots of lab exercises and other useful materials.

创建者 Jitender S V

May 12, 2020

Really great course. Learned loss weights and metrics implementation.