Machine Learning For Medical Image Analysis

Machine Learning For Medical Image Analysis - How It Works

Рет қаралды 79,793

5 жыл бұрын

Machine learning can greatly improve a clinician’s ability to deliver medical care. This JAMA video talks to Google scientists and clinical methodologists to explain how one type of machine learning -- convolutional neural networks -- works. Read the article here: ja.ma/2piO4N5

Пікірлер: 19

@BijuRaju 5 жыл бұрын

One of the best videos on CNN and deep learning for a beginner!!

@JAMANetwork 5 жыл бұрын

Thank you!

@hfe1833 4 жыл бұрын

This Explanation is vey easy to understand than previous video and textbook combined i saw before in machine learning

@pranavb9768 4 жыл бұрын

Great video!Precise and pin point explanation!

@hussienalbared8046 4 жыл бұрын

The best explanation I have ever seen

@iLoveu4ll 3 жыл бұрын

I'm trying to understand how a home-use medical/genetic scanner with the ability to diagnose any metabolic disease and provide personalized nutritional/medicinal disease-regression therapies would be made. Thanks for such a great video. It is very useful in developing my understanding.

@yahyeali6830 4 жыл бұрын

Very outstanding video , thanks, go forward

@positiveinformationandfun5573 Жыл бұрын

excellent briefing. many thanks sir.

@FeynmanMedicine 4 ай бұрын

Beautiful ❤, thanks for the simple and illustrative explanation

@shubhamverma2106 3 жыл бұрын

Really knowledgeable ! May world support you.

@seangrady3649 3 жыл бұрын

Great job

@mohithciga5491 5 жыл бұрын

Awesome!!

@JAMANetwork 5 жыл бұрын

Thank you!

@ratansunderwatergopro8203 Жыл бұрын

very clear explanations on CNN.

@huliliumd3902 4 жыл бұрын

Awesome+1

@jeromeheisler1589 5 ай бұрын

Interesting video, but I am curious how one validates that if a new disease looks similar to the one studied, a misdiagnosis does not occur. CNN or filters are great, but how do we protect ourselves from unusual occurrences?

@HHKMarketing 5 ай бұрын

While I enjoyed learning about CNNs and think they will continue to play an important role in healthcare, where have they been hiding Ada Lovelace! That's a cool bit of knowledge that she was the first programmer.

@HenrikSahlinPettersen 2 жыл бұрын

For a tutorial on how to do deep learning based segmentation without the need to write any code using only open-source free software, we have recently published an arXiv preprint of this pipeline with a tutorial video here: kzfaq.info/get/bejne/b8qEmbio07Kaqo0.html The pipeline is especially suited for pathologists who are not programmers and want to do deep segmentation of histopathological whole slide images.