intelligence artificielle, distribution, uberisation, un ... intelligence artificielle,...
TRANSCRIPT
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Intelligence artificielle, distribution, uberisation, un pilote sans avion?
[email protected] de l’information médicale
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http://dan.corlan.net/medline-trend
20162’796/day5’623 journals86’468 genes
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2017
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https://www.eurekalert.org/pub_releases/2017-06/uoc--vio061317.phph
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Messerli FH.
Chocolate consumption, cognitive function, and Nobel laureates.
N Engl J Med. 2012 Oct 18 367(16):1562-4.
PubMed PMID: 23050509h
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[quote]
“in November another team at MIT (with many of the same researchers) published a study demonstrating how Google’s InceptionV3 image classifier could be duped into thinking that a 3-D-printed turtle was a rifle.”
https://www.wired.com/story/researcher-fooled-a-google-ai-into-thinking-a-rifle-was-a-helicopter/
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Algorithms
hallucination
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AI for Molecular Design
Machine-learning algorithms are speeding up the search for novel drugs
and materials•By Jeff Carbeck on September 14, 2018
https://www.scientificamerican.com/article/ai-for-molecular-design/
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A company called Zebra Medical Vision (Zebra-Med) has unveiled a new service called Zebra AI1 that uses algorithms to
examine your medical scans for a dollar each. The deep learning engine can examine CT, MRI and other scans and automatically detect lung, liver, heart and bone diseases.
New capabilities like lung and breast cancer, brain trauma, hypertension and others are "constantly being released," the company says. The results are then passed on to radiologists, saving them time in making a diagnosis or requesting further tests.
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128 175 images required
JAMA. 2016;316(22):2366-2367. oi:10.1001/jama.2016.17563
Medium, severe retinopathyRetinal oedema
Sensibility 87% - 90% Specificity 98%
Retina for laser treatment when diabetic disease
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Cancer : AI predicts response to immunotherapy
https://www.sciencesetavenir.fr/high-tech/intelligence-artificielle/cancer-une-intelligence-artificielle-predit-les-chances-de-succes-de-l-immunotherapie_126965
A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort studySun R et al, DOI:https://doi.org/10.1016/S1470-2045(18)30413-3
Nikos Paragios, co-author, prof in math
Only one out of 5 patients will have a good response to treatment, and one will suffer severe side effects, threewill have no response and usual side effects.
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AI in Musique
Experiences
David Cope, The Emily Howell project
Bach style chorale
Emmy Vivaldi
Emmy Beethoven beg 2
http://artsites.ucsc.edu/faculty/cope/Emily-howell.htm