Enrico Coiera @EnricoCoiera
Healthcare | Artificial Intelligence. Professor of Medical Informatics Macquarie University. Director NHMRC Centre for Research Excellence in Digital Health coiera.com Sydney Australia Joined December 2011-
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Congratulations @FujitsuAPAC and the @Macquarie_Uni team led by Prof Shlomo Berkovsky @slavaxx on this world-first research program to develop an AI coaching platform to enhance human performance and decision-making. @EnricoCoiera
Congratulations @FujitsuAPAC and the @Macquarie_Uni team led by Prof Shlomo Berkovsky @slavaxx on this world-first research program to develop an AI coaching platform to enhance human performance and decision-making. @EnricoCoiera
'Too important not to get right’: National plan for artificial intelligence (AI) in healthcare launched by @EnricoCoiera @karinv @dhansen35 @AAAiH_AU . Coverage from @anmjaustralia anmj.org.au/too-important-…
Will generative AI change the way we manage interoperability? JAMIA academic.oup.com/jamia/advance-… arXiv arxiv.org/abs/2304.09114
The #Madoff of #DigitalHealth: How Lies and the #SEC’s Code of Silence Killed #BabylonHealth and Cost Investors $1.5 Billion @DrMurphy11 @DrHughHarvey @EricTopol @EnricoCoiera open.substack.com/pub/sergeiai/p…
National AI in healthcare roadmap just a week away, by @CateSwannellTMR. A five-pronged national plan to ensure safe and ethical use of AI will be released at next week’s AI.Care conference. @EnricoCoiera healthservicesdaily.com.au/national-ai-in… #AI #AIhealth #healthservices
Have you been affected by natural disasters while managing a health condition? We invite you to share your experience with us. Learn more: shorturl.at/acot2 #ClimateCrisis #floods #bushfires #researchstudy @Macquarie_Uni @MonashUni @TomkinsZerina @EnricoCoiera @AIHI_MQ
When you consider how to cast your vote in the referendum - and if health is important in your decision-making - then across the health sector all of our organisations recognise that a Voice to Parliament is likely to help close the gap. I hope that helps you decide.
What is a technomarker? While biomarkers are commonly used to suggest the presence of a disease, technomarkers can be used in informatics to determine whether or not to apply a standard or any technological tool. JAMIA lnkd.in/eH5gnWiw arXiv lnkd.in/eK567W5d
We are celebrating @WHO #WorldPatientSafetyDay and invite you to join us for a webinar on 19 September with Professor Jeffrey Braithwaite @JBraithwaite1 asking the question, Can we have a better healthcare system by 2030? Registration is free: page.mq.edu.au/aihi_webinar_2…
[new paper] Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review led by @dafraile sciencedirect.com/science/articl…
standard problem academic.oup.com/jamia/article-… @EnricoCoiera proposes a framework for research on standards #Interoperability
At key moments in our history, Australians have risen to the occasion. We stand together to support one another when history calls on us. Take a look at the new Yes ad featuring John Farnham’s iconic “You’re the Voice”. Thanks John.
“What would things look like in a zero standards world? .. from the perspective of an autonomous and adaptive entity, we would see standards for what they are - a workaround when entities cannot adapt. @JAMIA_Journal doi.org/10.1093/jamia/…
[new paper] The Standard Problem "not everything can be meaningfully standardized. Not everything necessarily should be" JAMIA doi.org/10.1093/jamia/… arXiv arxiv.org/abs/2304.09114…
In homage, here's one of my tinkerings from April 2017. This was on Android app store at the time, and we later wrote about it here: thelancet.com/journals/lance… @EnricoCoiera @DrMurphy11
In homage, here's one of my tinkerings from April 2017. This was on Android app store at the time, and we later wrote about it here: thelancet.com/journals/lance… @EnricoCoiera @DrMurphy11 https://t.co/CVnZm19JFo
Evidence Hub: A place to exchange medical knowledge and form communities - Hong - Learning Health Systems - Wiley Online Library onlinelibrary.wiley.com/doi/full/10.10…
The list of snake related horrors in Australia grows. Its safer if you dont come. abc.net.au/news/science/2…
Australian Institute .. @AIHI_MQ
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@EnricoCoiera Being easy is the new early!
Aaaah informatics 🙏🏼😭, been a while since having soethong shocking in informatics , thank you Enrico .
What is a technomarker? While biomarkers are commonly used to suggest the presence of a disease, technomarkers can be used in informatics to determine whether or not to apply a standard or any technological tool. JAMIA lnkd.in/eH5gnWiw arXiv lnkd.in/eK567W5d
@EnricoCoiera I’m not but everyone else does. Hey, the future’s already happening…
@EnricoCoiera Hi Enrico. Have just sat down and given this a detailed read. Super interesting and useful framework. I would personally prefer or suggest the term 'techmarkers' rather than 'technomarkers'.
@EnricoCoiera @JAMIA_Journal Another challenge to my/our thinking. Well done. I am going to cogitate on this one for a while to get some understanding of your thoughts.
"Collaboration, not Confrontation" –great to see our work led by @dafraile is published at this timely @acmtochi special issue. Our paper provides insights on doctor-AI collaboration and GP's attitudes towards NLP technologies
On route to Sydney to present at #CSHI2023 and #MEDINFO23 - looking forward to connecting with friends and colleagues.
@EnricoCoiera @abakik Great to hear the views of GPs in Aus on this topic 👍 thanks
What a line up of speakers we have for our #MEDINFO23 Tues plenary panel: Can digital health rise to the challenge of climate change? Enrico Coiera, Lesley Hughes, Nicholas Talley & Mubaraka Ibrahim bring a wealth of expertise to discuss this topic medinfo2023.org/program-schedu…
I enthusiastically posted a working paper yesterday that reported that the MIT undergrad computer science curriculum was 100% passed by GPT-4. I read the paper but did not try to replicate it, this replication effort suggests that GPT-4 would only get 62% I deleted the post. 1/2
So far, the model answers correctly or mostly correctly with 62.5% accuracy. Even if all the remaining samples are correct, it wouldn't meet the 90% zero-shot accuracy reported in the paper.
Excited to hear early findings from Shlomo Berkovsky on the association of delirium and dementia from the @PCHSS_AIHI - part of suite of research to determine how effective predictive analytics is in identifying and managing high-risk chronic disease patients. #PCHSS6YrsOfSuccess
🏆 Winner - AI in Health Award 🏆 Congratulations to WAI Awards 2023 APAC - AI in Health Award winner Dr Fatemeh Vafaee PhD from Australia!!!🎉 A big thanks to Professor @KARIN Verspoor and our partners @RMIT & @UniMelb! #WAIAwardsAPAC #WAIAwards2023APAC
“Especially when it comes to clinical applications, producing text or images that are convincing is not the same as producing material that is correct, safe, and grounded in scientific evidence.”
What must we do nationally to reap the benefits and avoid the risks of AI in healthcare? Botton line: We need a national plan and not leave it to chance. New piece in the MJA with @dhansen35 and @karinv onlinelibrary.wiley.com/doi/10.5694/mj…
Can Large Language Models Infer Causation from Correlation? paper page: huggingface.co/papers/2306.05… dataset: huggingface.co/datasets/causa… Causal inference is one of the hallmarks of human intelligence. While the field of CausalNLP has attracted much interest in the recent years,…
@karinv @EnricoCoiera @dhansen35 Yes, I was thinking that surely there are already plans and regulations for use of traditional AI in healthcare? The WA DoH seems to have some and recently banned the use of LLMs. I'm more concerned about getting left behind wrt to the tech rather than risk.
@EnricoCoiera @dhansen35 @karinv Yes - time to accept and regulate rather than ignore.
AI discovers faster sorting and hashing algorithms deepmind.com/blog/alphadev-…
Determinism in medical prediction/ prognosis/ diagnostic models is important, since clearly it is desirable to have the same answer given every time for a given set of data inputs. Seems like this is an under-researched area of large language models, which (anecdotally) can give…