DataScience for Docs

Exploring #DataScience for #doctors. Papers, concepts, and techniques in #MachineLearning #Stats #BigData & #DataCleanup | #medicine #healthcare #physicians 💉🖥️

[Keisuke Nakagawa @KeiNakagawaMD]

Delivered another 💯 3Dprinted #faceshields to @VeteransHealth from @OpShieldsUp @SacHackerLab
#ThankYou Aileen Wetzel, CEO @SSVMS for coordinating #PPE distributions throughout #Sacramento! Medical societies stepping up! 💪 @AmerMedicalAssn @CMAdocs @GavinNewsom @Mayor_Steinberg

[Keisuke Nakagawa @KeiNakagawaMD]

Kicking off the 2nd Annual Clinician Health and Well-being Summit at @UCDavisHealth!
@PeterYellowlees introduces the keynote Dr. Tait Shanafelt from @StanfordWellMD. Great to see lots of #physicians attending!
#WellnessWednesday
#burnout
#healthcare
@UCD_Psychiatry

[Health 2.0 Sacramento @Health2Sac]

One of the most exciting #patient-centered #innovations coming out of #Sacramento. Now available on @amazon! Homegrown #entrepreneur Cinde Dolphin developed @KiliCarrier based on her own experience as a #cancer patient. See her talk @StanfordMedX on 9/20/19! #womenentrepreneurs

[Keisuke Nakagawa @KeiNakagawaMD]

Congrats to #Sacramento's Skinskan team for winning the @SchoolOfAIOffic Global #HealthHack #hackathon! As a judge in the Sacramento Round, I was 🤯 by these bright young entrepreneurs @MiraLomaHS! Beat out engineers twice their age!
#SacramentoProud
#SacTech
@Mayor_Steinberg

[Health 2.0 Sacramento @Health2Sac]

IBM joining the #AggieSquare movement! #Sacramento well on its way to building a strong #healthcare #innovation ecosystem. Congratulations @UCDavisHealth @dlubarskymd @Chancellor_May @Mayor_Steinberg @kovach https://t.co/fdXbqLFGP2

[OpenAI @OpenAI]

What we learned hosting our first Spinning Up in Deep RL workshop: https://t.co/qG4FMkoJgw
Plus:
- Video lectures: https://t.co/jzz3GdaJvi
- Spinning Up GitHub repo: https://t.co/uKddb2Gnzq

[Papers with Code @paperswithcode]

New state-of-the-art for pose estimation & keypoint detection. Key architectural innovation is to maintain high-resolution representations throughout the network. Thanks to co-author Bin Xiao for adding the SoTA data! Official code and comparisons here: https://t.co/jxFDgGyL0y

[Neil Houlsby @neilhoulsby]

It turns out that only a few parameters need to be trained to fine-tune huge text transformer models. Our latest paper is on arXiv; work @GoogleAI Zürich and Kirkland. https://t.co/ud3eIPSan7 #GoogleZurich #GoogleKirkland

[Christina Farr @chrissyfarr]

I had an interesting chat with a doctor on the board of a top Bay Area med school.

They're seeing a rise in admissions from students who think of being a doctor as a more human-focused job, and want to get away from computers/the tech industry.

Little do they know...

[Keisuke Nakagawa @KeiNakagawaMD]

@chrissyfarr We like to blame EHRs and other technologies but the real problem are humans who poorly design them. If physicians could be more involved in the design and implementation, I bet these technologies would be more human centered.

[Angeliki Lazaridou @aggielaz]

Neural networks are like clay -- it's the data and the loss function that shapes what they can or cannot do.

[Keisuke Nakagawa @KeiNakagawaMD]

.@MIT @techreview analyzed 16,625 papers to figure out where #AI is headed next: shift toward #machinelearning during the 90s & early 2000s, rise of #NeuralNetworks in early 2010s, and growth in reinforcement learning in past few years
#machinelearning #ML https://t.co/QYSgKdyTKO

[Health 2.0 Sacramento @Health2Sac]

How #DigitalHealth apps are monetizing their users' #data. @OviaHealth selling women's data to health insurers & large employers who want a heads-up on how many of their members/employees want to conceive #healthtech #healthcare #privacy #pregnancy #health https://t.co/MFSORBZAx2

[Keisuke Nakagawa @KeiNakagawaMD]

.@PeterYellowlees talks about how one way he practices #wellness is walking his #dogs. Find something you #love!#DogTherapy @UCDavisHealth #WellnessWed #WellnessWednesday #MentalHealth #burnout @ucdavisvetmed

[Keisuke Nakagawa @KeiNakagawaMD]

.@PeterYellowlees Chief Wellness Officer at @UCDavisHealth getting ready for his @Facebook Live on #wellness with @RickKushman! Check it out at 12:30pm today!
https://t.co/9BbCPdrrWs
#wellbeing #MentalHealth @APAPsychiatric @AmerMedicalAssn @CMAdocs @SaraTheIceBerg @dlubarskymd

[Keisuke Nakagawa @KeiNakagawaMD]

#Physicians are twice as likely to experience #burnout as non-physicians. "This is a serious issue that needs to be addressed nationally. 80% of the cause is organizational." @PeterYellowlees, Chief Wellness Officer @UCDavisHealth discussing #wellness #wellnesswed #MentalHealth

[Keisuke Nakagawa @KeiNakagawaMD]

Congrats @rdbadawi @UCDavisHealth @ucdavis @UCDRadiology for getting 510(k) #FDA approval on their innovative full body PET/CT scanner uEXPLORER!!! Many years of hard work and #research coming to fruition.
#radiology #HealthTech #imaging #medicine https://t.co/TkdIM48IsI

[Keisuke Nakagawa @KeiNakagawaMD]

Learn about #physicianhealth and #wellness from @UCDavisHealth Chief Wellness Officer @PeterYellowlees on @facebook live!
Tomorrow (1/24) at 12:30pm
https://t.co/8YK6nc6VtT
#MentalHealth #physicians #Wellbeing #psychiatry @APAPsychiatric @AmerMedicalAssn @CMAdocs @SSVMS