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學生對 deeplearning.ai 提供的 AI for Medical Diagnosis 的評價和反饋

4.7
1,624 個評分
355 條評論

課程概述

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....

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RK
2020年7月2日

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
2020年5月26日

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!

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76 - AI for Medical Diagnosis 的 100 個評論(共 355 個)

創建者 D J R K

2020年10月21日

The course videos are excellent and the best part of the course is in-depth assignments which are really helpful in correlating the contents of the course videos.

創建者 Marwa A E

2020年5月28日

Amazing Course, the exercises are abit hard and not that completely explained in the examples but overall, I'd recommend this course aloooot.

Thank you so much :)

創建者 Andre A

2021年2月22日

Without any doubt, it is an important course for those who want to learn more about AI applications in Medical Diagnosis. The course is also well structured.

創建者 Lakshmana P

2021年3月3日

Excellent content and the way the learners knowledge is evaluated is good. I got good mentor support replying my questions and resolving issues quickly

創建者 Wasim A

2020年5月13日

Very informative and practical. I learned so many things, It helps me to boost my confidence that I can apply these concepts in the field of medicine.

創建者 Brianna R

2020年5月21日

Learned so much in this short course! Great lectures, study material, and assignments. Incredibly excited for the next course in this Specialization.

創建者 Nitin

2020年5月28日

Thanks a lot Pranav for this course, I am now able to understand the concept of sensitivity, specificity and roc like evaluation terms much better.

創建者 Prashant M

2020年6月29日

Excellent course... there was no course available online which dedicates AI for biomedical domain. Huge thanks to Andrew Ng and Pranav Rajapurkar

創建者 Vincent L

2020年9月14日

Very interesting. A lot of notion which requieres more than 3 weeks to be "digested". I will for sure come back on it for additionnal thinking.

創建者 MUSTAFA M T

2020年5月7日

As a student and software developer, I really enjoyed this course. If you're interested at medical imaging and AI, you should join that course!

創建者 Sawrup K

2020年6月28日

This course really helps me a lot. Who wants to jump in medical image classification or disease detection, they should enroll in this course.

創建者 Jay U

2020年4月24日

Excellent content. Thank you for putting this course together. Would love additional material on deep learning methods related to healthcare.

創建者 Mohamed Q

2020年6月11日

a very well done course, the community is very helpful and the mentors are awesome, i like the events they organized throughout this course

創建者 Haroon K

2020年8月19日

Great course. Prior knowledge of deep learning really help me. so i recommend to take basic deep learning course before this course.

創建者 Valijon N

2020年8月7日

Buenas tardes

Me ha gustado mucho el curso, donde aprendí como funciona deep learning y como se definen los modelos de entrenamiento.

創建者 Christophe K

2021年2月6日

Very good Course which add more insight in specific case of unbalance images segmentation through Deep Learning. Definitely a plus!

創建者 Ajay K

2020年6月6日

Learn a new methodology about image analysis of the medical dataset. I am interested to go for the next course in the same series

創建者 ABIR E

2021年4月10日

Excellent, but I wanted the instructor to add an assignment or lab notebook on the preprocessing and preparation of DICOM images

創建者 Le N T

2020年5月11日

In my option, this is such a very good online course about AI for Medical Diagnosis. Although still some difficulties in coding.

創建者 Jay H

2021年8月24日

It was very helpful for me as a beginner to learn. I gained confidence and comfortability in AI in Medicine after this course.

創建者 Camille P

2020年4月23日

Great course, straight to the point. As mentioned you should already have some knowledge about deep learning before enrolling.

創建者 Paul L J H

2021年5月13日

The course is of a certain degree of difficulties especially the labs. But I think it is an overall good learning experience.

創建者 Moustafa S

2020年7月8日

great course, perfectly organized and have a lot of infos about computer vision and how to tackle 3D images and segmentation

創建者 Gudivada R K

2020年5月15日

Quite interesting topics to learn and the exercises are really good. It could have been better with lecture notes/ slides.

創建者 Rakshit S

2020年9月21日

Learned a lot about Segmentation and nitty-gritty of how we can can leverage deep learning technique in medical industry