MedAI - Machine Learning Education in Medicine

Machine Learning #meded. For medical students, by medical students

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Great article for those in #medtwitter eager to get into #machinelearning! #ML #AI #medicine

[Joe Greener @jgreener64]

Check out our review, which aims to explain machine learning and deep learning to biologists who might reasonably feel bewildered at the pace of recent advances.

https://t.co/deReEbDWOU

[elsewhere @affineincontrol]

Great read!

A gentle Introduction to Bayesian Inference https://t.co/IwAflo4m2a

[Machine Learning Mastery @TeachTheMachine]

A Tour of Machine Learning Algorithms https://t.co/TQPXcImslq

[Michael @DemidenkoMI]

Decided to practice stats & coding by building a Shiny app. Goal: use simulated data, play w/ diff inputs, & see changes in parameters of models.
A ways to go, but let me know what you would like to see & I'll try to incorporate into a final(er) version!
https://t.co/eNcIJXQNN3

[elsewhere @affineincontrol]

One year ago @MedicalML had our first workshop! Looking forward to the next season starting this weekend

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Authors: @AvinashMurugan, @vineettiruvadi, @amilani95.

Let us know if you have any feedback!

[MedAI - Machine Learning Education in Medicine @Med_A_I]

We're preparing a new notebook "Intro to Logistic Regression" that #medtwitter #meded might find useful, especially for any research projects look at #outcomes!

Here's a sneak peek: https://t.co/attiVIldQU

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Hello world! We're gearing up for our Spring/Summer Curriculum, so stay tuned for spring 2021 workshop dates.

In the meantime, take a look at our updated github https://t.co/VUvPXLTIF9, a one-stop shop for our videos, articles, and interactive notebooks! #meded #medtwitter #ml

[MedAI - Machine Learning Education in Medicine @Med_A_I]

What is 'Data Science'? Great intro and playlist from a unique perspective by @eigensteve https://t.co/CCbU1dHy77

[Michael Pyrcz🌻 @GeostatsGuy]

I made an interactive #Bayesian #probability demo in #Python with @matplotlib, the coin toss experiment from Sivia (1996). Is my coin fair? Find out with your prior belief concerning me updated with some coin tosses! On #github @ https://t.co/XwSJxiE2US ∀. #DataAnalytics

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Where does data come from? Where does it go in #ML? Watch our workshop on 'Training/Testing Set' as we cover some fundamentals https://t.co/8laNc7ukjr #medtwitter #meded

[MedAI - Machine Learning Education in Medicine @Med_A_I]

So how can you use your data to infer things about your patient?

Do twice as much with half the data! You heard right. Let's talk about splitting your data into training/testing sets for #ML #meded #medtwitter https://t.co/7prQDRYpVj

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Using #ML responsibly means understanding how your data and your patient relate to each other.

First, let's walk through how 'measurement' and 'inference' tie together #meded #medtwitter https://t.co/0XgQxonyHK

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Tinker around with neural networks! https://t.co/XBKUMUnw22 Great way to build some intuition about more complex #ML #medtwitter #meded

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Understanding how #MachineLearning works, with puppies. https://t.co/cNyDxTbZmI #MedEd

[David Sontag @david_sontag]

MIT's class on Machine Learning in Healthcare is now available for free on MIT's OpenCourseWare! All videos, slides, and lecture notes can be found here:
https://t.co/2WN7UZYMuU
https://t.co/vmBRAx54Oo

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Time for another @MedML workshop! Time time we're tackling the basics of inference, training/testing, and some more intermediate #python #ML #inference

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Second workshop "Intro to Python for Medicine" by our own @srin_bharadwaj is up! Take a look and code along with us https://t.co/L3gJhffRL1 #ML #meded #python #medtwitter

[Michael Pyrcz🌻 @GeostatsGuy]

A student in my #MachineLearning course asked today, 'what does a correlation coefficient look like?' So I wrote this small interactive dashboard in #Python with @matplotlib & #ipywidgets. The best way to learn #DataAnalytics & machine learning is to play, #experiential learning!

[MedAI - Machine Learning Education in Medicine @Med_A_I]

Today will be our second workshop of the fall: #python for #meded! Great interactive session for students at @EmoryMedicine, stay tuned for the video+materials #medtwitter #ML