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Very nice talk. Field of defining phenotypes is still understudied and using self-supervised and unsupervised deep learning is the way forward.

she is attractive and very sexy young woman! I can't hardly stop and stare. what a site for sore eyes 👀, have a great day!!!! 0:00

this girl is a keeper ! Looks good to me! and no stretch marks! ha! ha!

@24:44

It seems these top universities are obsessed with Data science when they themselves are writing that, these models/algorithms won't succeed fully unless take other social-technical/political/behavioral contexts into consideration.

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May I ask how to apply Clinical Data Analysis and Reporting System (CDARS) of HA in HK

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You are amazing 😻

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Why are this two women wearing masks? Will they get contaminated in the room they are?

Great analysis and suggestions. Thank you!

Nut.

There are some that say that moments of catharsis emerge from a low point in one's life, "THE ABYSS" in the Hero's Journey™ if you will. I would argue differently, a true catharsis is the result of understanding oneself, irrespective to one's state of life. A famous ancient Chinese philosopher once said "To lose, is to improve". The depth in this simple sentence cannot be understated. His underlying thesis is clear, that the moment of catharsis is defined by the state of understanding that there is a higher attainable state ahead of you. This journey is not a mere march towards a theoretical pinnacle - it is an endless joyful excursion into the unknown of one's own humanity. I attained this nirvana while listening to Tony Sun describe his research. Similar to the way that a Ferrero Roche's bitter hazelnut core is enveloped by layers of crunchy delectable nuts and smooth velvety chocolate, the intricacies of this researcher's ideas cannot be described with mere words. Peals of wisdom ooze from those lusciously juicy lips, caressing my inner heartstrings and synaptic connections with a blanket of jubilant ecstacy. His soothing voice tenderly graces my ears, coating them with cocoa butter kisses and mind-blowing facts about diagnostic patterns in the American Healthcare system. Just like a baby resting in his mother's amniotic fluid, I am immersed and engrossed in being birthed anew. Please do yourself a favor and listen to this video more than once. More than a dozen times. Each time you will delight yourself with new revelations that emerge from Tony's thoughtful words. Become a better version of the person you once hoped to become. Childhood fantasies merge with the present, and once forgotten foolish wishes become a reality. You will attain everything you thought was impossible if you watch this video enough times. P.S. Please subscribe to twitch.tv/lilrich96.

One of the best researchers I know!

Wow, this research seems great. Excited to see where it goes!

what a spiffy young lad

Good luck Dr. ELIAS 👍

good content

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There are abundant imporant ideas in this talk. We need to be aware of the cognitive work physicians do. We can de-implement unneeded documentation. We can stop documenting normal findings. Our histories can become terse and meaningful. Our exams short and to the point. Time is wasted creating note bloat, time is wasted reading note bloat. We can and must do better.

I especially liked the "Myth of the Superhero", also the concept of "shallow" v.s. "deep work". "Project Joy" and "Click Busters" sound fantastic. Comments about "Covid rules" freeing up physicians to do physician level work is an important empirical experiment in simplifying documentation and coding requirements.

Nice job Ginny

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