Learning with the Medical Ontology NCATS Conversations AI & Healthcare Data Science Basics Reading a Scientific Article
Launch NIH Workshop on Generalist Repositories to Enhance Data Discoverability & Reuse ⇗
Launch NIH Text Mining for Behavioral and Social Sciences Research ⇗
Launch NCATS Machine Intelligence in Healthcare ⇗
What is AutoML? Automated Machine Learning ¹
Review of the state-of-the-art
and opportunities for healthcare.
PubMed 32499001 Artif Intell Med
How do I run it? Click on
up in the top right corner or
press 'R' … to Run AutoML
from any page in OpenMD.
Try in now and AutoML will read this sample data
BioNTech & Pfizer COVID-19
Phase 1/2/3 A clinical trials of
an approved viral vaccine
PubMed 33053279 NEJM
PubMed 32785213 Nature
How does AutoML AutoML uses a Medical Ontology ²
work? to recommend concepts, genes,
journals and clinical trial sponsors
when a user clicks Run AutoML.life
Users teach AutoML and drive
continuous learning by reporting
errors and recommending new
concepts for it to learn.
For more on Machine Teaching
press 'T' ... for Teach on your
keyboard or visit TeachML.life
For a list of Key Commands,
How does AutoML AutoML can process any page
process different in OpenMD, including research
types of content? journals like JAMA, The Lancet,
PLoS Medicine, Pharmaceutics,
Swiss Medical Weekly, Psychiatry,
New England Journal of Medicine
or any of the more than 20,000
There are even Chinese journals
like 中华病理学杂志, pronounced
Zhonghua Bing Li Xue Za Zhi the
Chinese Journal of Pathology and
Forensic Medical Expertise in Russian.
One of the most popular journals
in 2020 was Ugeskrift for Læger,
the Weekly Journal for Physicians
Click on any of these journals and
just press 'R' to run AutoML on it.
AutoML will read the articles and
all the medical concepts in them
to provide a summary list of
content from the journal.
It's a powerful medical technology.
MedGen concepts like COVID-19
are processed by first reading the
definition and all related concepts,
BioProjects and PubMed articles
that refer to it and Clinical Trials
that have studied it.
In the case of a gene like NFKB1,
AutoML reads all published articles,
clinical trials, bioprojects and other
gene definitions that have referred
to it before returning a sorted list
of related medical content.
For Clinical Trial Sponsors like
Stanford, University of Edinburgh,
Kyoto University, Gilead Sciences
or Apple Inc., AutoML will read all
the research and related concepts,
producing a profile of previous
Whether AutoML is directed to read
a page with thousands of links or a
thousand pages with a million links
or pages with just a few links, it finds
everything that is related and creates
a local neighborhood of content.
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
Balanced City's mission is to provide
maximum benefit to society through
free public health applications.
Enjoy using and sharing these free
medical science utilities.
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