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Eric Topol
@EricTopol
, 3 tweets, 6 min read Read on Twitter
Aftershock on aftershocks.😉
Remember the recent @nature paper using deep learning #AI to predict aftershocks after an earthquake?
Well, this one under the heading "Matters Arising," says it ain't so, by @ArnaudMignan and Marco Broccardo
nature.com/articles/s4158…
@nature @ArnaudMignan Aftershock after the prior aftershocks
nature.com/articles/s4158…
response from the original paper's author, along with original paper and @NatureNV nature.com/magazine-asset…
@nature @ArnaudMignan @NatureNV And, likewise, going back to the earthquakes:
"we demonstrate that simpler models seem to offer similar predictive powers, if not better ones."
by @ArnaudMignan and @MarcoBroccardo
arxiv.org/abs/1910.01178 @arxiv #AI
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Eric Topol
@EricTopol
Impressive life science research that would not have been possible w/o machine vision #AI (that they developed)
secure.jbs.elsevierhealth.com/action/getShar…
400,000 fly videos-> whole #brain maps for gene expression + anatomical basis of 14 traits @CellCellPress @HHMIJanelia Kristin Branson 1/3
@CellCellPress @HHMIJanelia Beyond DeepLabCut, new #AI software to do that is DeepPoseKit elifesciences.org/articles/47994… @eLife #deeplearning from flies to giraffes 2/3
@CellCellPress @HHMIJanelia @eLife This week @NatureNews reviewed these #AI machine vision tools: "Deep learning powers a motion-tracking revolution"
by @robertakwok #openaccess
nature.com/articles/d4158… 3/3
Read 3 tweets
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Eric Topol
@EricTopol
On red meat: "this is sure to be controversial"
5 systematic reviews, including 100's of studies, millions of participants, RCTs, show little evidence for adverse #cancer or cardiovascular outcomes
annals.org/aim/fullarticl…
@AnnalsofIM ★editorial- 6 papers
@aaronecarroll @DrTiff_
@AnnalsofIM @aaronecarroll @DrTiff_ @IUMedSchool The 6 papers/guidelines are all #openaccess
annals.org/aim/latest
This does indeed fulfill the Dunning–Kruger effect
(The less people know, the more they actually think they know) owing, in part, to poor methodology/analysis/bias of #diet studies
@AnnalsofIM @aaronecarroll @DrTiff_ @IUMedSchool What a wacky day for #diet research:
1. Red meat may not be so bad for health risk, after all? (I haven't had for ~40 yrs)
2. ⬆️vegetarian diet by increasing choices; see @PNASNews by @eegarnett89 @MarteauTM
3. Cooked plant food ->⬆️ gut #microbiome diversity @NatureMicrobiol
Read 5 tweets
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Eric Topol
@EricTopol
Helping the outcomes of 34% of patients w/ #cancer (who failed Rx) by whole genome sequencing and sharing data for off-label drug use: lessons from the Netherlands
nature.com/articles/s4158… @Nature #openscience #immunotherapy
@nature That was the 1st of a 3-fer on WGS for #cancer today
Value of whole genome sequencing for 254 patients w/ triple-negative breast cancer nature.com/articles/s4159… @NatureMedicine by @SerenaNikZainal @Cambridge_Uni @MRC_CU @lunduniversity and collaborators
@nature @NatureMedicine @SerenaNikZainal @Cambridge_Uni @MRC_CU @lunduniversity 3rd on paired tumor, germline DNA + RNAseq, clinical data in 500 patients to expand clinical trial options nature.com/articles/s4158… @NatureBiotech
Read 3 tweets

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Adam Townsend
@adamscrabble
🔥Quick thread explaining Artificial Intelligence, Machine Learning, Algorithms and more! Lets begin...What if the algorithms that calculate all those decisions that affect the minutiae of our lives, have programmed themselves in ways that we cannot understand their behavior?
In earlier iterations, Artificial Intelligence (AI) was constructed in that #AI ought to be reasoned according to rules/logic, making their inner workings transparent...
But now, machines are constructed like biology, and learn by observing and experiencing.
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This creates the bigly problem, you can’t look inside a computer neurological network to see how it works
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David
@daveunmuted
If u want to learn #AI or #ML completely online without any BS. Follow this route(thread): #elearning

1. Artificial Intelligence:A modern approach by Stuart Russel and Peter Norvig

This book will give a non technical intro into #AI.Read relevant chapters
amazon.com/Artificial-Int…
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IRIS Earthquake Sci
@IRIS_EPO
NEW ANIMATION! Foreshock, Mainshock, or Aftershock? (THREAD) #earthquake @NSF_GEO
There is often confusion surrounding the terminology of earthquakes. Large earthquakes are followed by 100s or even 1000s of smaller earthquakes, called aftershocks. In some #earthquake sequences, a smaller earthquake called a “foreshock”, precedes the mainshock.
Although seismologists have carefully analyzed foreshock/mainshock pairs of earthquakes, and earthquake triggering in general, there are no special characteristics of a foreshock that let us know it is a foreshock until the mainshock occurs.
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🇺🇸 TX Intense TV 🇺🇸
@TxIntenseRadio
@realDonaldTrump signed an executive order on 2/11/19 directing federal agencies to prioritize research & development in the field of AI

The American AI Initiative, is intended to enhance national & economic security & improve Americans' quality of life.

foxnews.com/tech/trump-to-…
President @realDonaldTrump laid out 6 objectives in the Executive Order on Maintaining American Leadership in AI for 6 Departments/Agencies

Secretaries of:
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- Commerce
- Health & Human Services
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&
- the Administrator of NASA
- the National Science Foundation
#AI
Executive Order on Maintaining American Leadership in AI
(d)The US must foster public trust & confidence in AI technologies & protect civil liberties, privacy & American values in their application in order to fully realize the potential of AI technologies for the American people
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Bruno Brunelli☯⚛⚕
@Bruno_Brunelli
#AI is massively transforming our world, but there's one thing it cannot do: LOVE.

"AI is serendipity," Lee says. "It is here to liberate us from routine jobs, and it is here to remind us what it is that makes us human."

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Postdocalypse Podcast
@Postdocalypse18
Afternoon twitterverse! Let’s talk about AI in Radiology, which is the main focus in my research.
Any talk of AI begs for a definition of AI, and there are as many definitions as there startups that are “AI-enabled”.
#AI #phdchat #deeplearning #cancer #btsm #postdocalypse #podcast #ECRchat
For our purposes we'll just call anything that performs one of the higher level behaviours associated with animals e.g. learning, planning, problem-solving, creating etc.
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