Teach Automated Machine Learning NCATS Conversations AI & Healthcare Data Science Basics
Reading a Scientific Article Machine Teaching
Teaching Machines that Learn
OpenMD.life is a machine teaching
This page describes how anyone can
teach Automated Machine Learning,
a computer program that processes
medical information like journals and
the research of clinical trial sponsors.
Machine Teaching is very simple.
Highlight any text and then press
or E .
E is for Error Correction
· L is for Learning New Concepts How it works...
Error Correction Just Highlight the Text and Press
The medical text on E OpenMD.life
is created by computer programs
that read medical databases and
then make webpages... like this.
These programs are part of the
Automated Machine Learning
They're learning to read and write
and sometimes there are errors in
the text that they produce.
Because the OpenMD.life platform
is a machine teaching health system,
any user can teach these programs
how to correct errors.
Just use your mouse to highlight
any text that contains an error.
Then press ... for Error on your
E Let's Try an Example
In the example below the text programs
have incorrectly made a link to digitalis,
a plant extract used in the treatment of
Highlight the text and then
"...Therefore, faculties of medicine need
to rapidly and adequately
approaches to teaching."
PLoS One on your keyboard.
E Try it now... It doesn't have to be perfect.
Reporting the error tells the computer
there's a mistake in the text.
This is called Errors Helps Supervised Learning ⇗
It's one of the ways computers learn.
OpenMD.AI supervisors review errors
and make continuous improvements
to Automated Machine Learning.
Text programs are updated daily and
errors are fixed as soon as possible.
If you see an error, just highlight it
and press on your keyboard.
Learning New Concepts Just Highlight the Text and Press
L OpenMD.life became popular by
learning new medical concepts
without any difficulty.
Using your mouse, highlight text
on any page and then press ...
L Let's Try an Example
machine teaching online education
data science lab optimal conditions
self instruction personalized learning
Highlight any text and then just
on your keyboard.
L Try it now.
When you highlight any text and
press Learning Interface two things happen.
L 1. The text you highlight becomes
a link to a search engine so you
can find more information.
2. Automated Machine Learning
processes the text you highlight
and learns new medical concepts
using databases provided by the
National Institutes of Health ( )
in the United States. NIH
Programs identify new concepts
by reading medical databases like
MedGen, Clinical Trial Sponsors
and the Human Genome Project.
New concepts begin to appear on
OpenMD.life as text programs read
new text and reprocess previously
rendered text from the Utilities.life
medical reference databases.
We discover and create knowledge
Text programs update daily with
the text that users recommend.
Low-density lipoprotein cholesterol,
AutoInflammatory Diseases Alliance
and Appointment status are recent
This is how OpenMD.life has grown
to about 5 times as many content
pages as the English-language
Recommend any text on any page
from the 35 million on OpenMD.life
including any article from journals
If you are an expert in your field or
just browsing and learning, you can
direct the text processing programs
by highlighting any text and pressing .
Visit L 2020 Year in Review for some
of the most frequently requested
Fund Machine Teaching
Machine Teaching is funded by
Add Funds and grow this public
Teaching Machine Teaching
Emma Brunskill is Associate Professor,
Stanford University Computer Science
and Graduate School of Education.
Brunskill Group ⇗ studies personalized
learning and decision making.
"My goal is to create AI systems that learn
from few samples to robustly make good
decisions, motivated by our applications
to healthcare and education."
CS234: Reinforcement Learning Winter 2021 ⇗
32541050 Scaling up behavioral science
interventions in online education
31754000 Preventing undesirable behavior
of intelligent machines
26400190 Faster Teaching via POMDP
Memory · Intelligence · Learning
How Knuth Requests Error Reporting
"I wish to give as much credit as possible..."
Read how Donald Knuth ⇗ requests error
reporting for traditional textbook errors and
current balances ⇗ for readers who find them.
The National Academies of the United States of America
This organization is
based on the vision
of a Learning Health System advanced
by the National Academy of Medicine. Mission Driven Creators Serving the Highest Calling
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