J McGraw (Mac) Karnuta
@karnuta
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PGY-1 Ortho @PennMedicine | MD @cleclinicLCM | Bioinformatics MS @cwru | @DukeU alum | AI researcher | proud 🐶 dad | opinions my own
Philadelphia, PA
Joined June 2020
Machine learning reliably predicts the ability to reach clinically meaningful thresholds for functional knee outcomes two years after osteochondral allograft transplantation for cartilage defects. Podcast: https://t.co/gMuRBurEp5 Paper: https://t.co/iFr85kU7Bw
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Shoutout to this computer for processing more than TWO MILLION XRs in the last 48 hours. @karnuta
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Matched at UPenn Orthopaedics and could not be more excited!!! I will soon be reunited with my wife in the best city on earth! 🎉 🎊 🎇 #MatchDay2021 #OrthoMatch2021 @CleClinicMD
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@prem_ramkumar and his colleagues from @ClevelandClinic @CleClinicArthGp with more great work using deep learning. Their algorithms identified 9 #TKA implants with almost perfect accuracy in this study. Well done! https://t.co/pIG5yQtjly
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New study explores the role of artificial intelligence in arthroplasty implant identification:
consultqd.clevelandclinic.org
Using artificial intelligence, orthopaedic surgeons at Cleveland Clinic were able to identify the manufacturer and model of an arthroplasty implant with 99% accuracy with plain x-rays alone.
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Huge thanks to the hard work and support of my coauthors! @prem_ramkumar @heatherhaeberle @RobertMolloyMD @LNystromMD @nspiuzzi @DrAntoniaChen (and those without twitters)
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Happy to share our latest article in @JArthroplasty where we use deep learning to accurately identify femoral stem implants given just an AP x-ray. Be on the lookout for our web app ( https://t.co/1nzXDJya1J) which will be released soon! https://t.co/ULS6Yba4LL
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@jointdocShields @CenterRotation @hugortopedista @NaanDerthaal @DrLeeRubin @BrianChalmersMD @ashtongoldmanmd @DrChadKrueger @ExeterHipUnit @nmiladoremd @karnuta get your joints identifying robot on the case 😊
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Jeopardy! is saddened to share that Alex Trebek passed away peacefully at home early this morning, surrounded by family and friends. Thank you, Alex.
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Honored and humbled to present our work at @AAHKS. Wish my coauthors @prem_ramkumar and @heatherhaeberle could have made it as well!
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Can we predict injuries in #NHL #hockey players? This study evaluates #machinelearning vs. logistic regression and showed good to excellent accuracy for advanced ML models! @prem_ramkumar @CleClinicMD
https://t.co/al9sI47Wlq
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Congrats team!
Congratulations to my coauthors on this study predicting next season injuries in the @MLB. And to the @Dodgers on winning the #WorldSeries during a trying year. @karnuta @heatherhaeberle @SJFsportsdoc @CLEsportsMD @EricMakhniMD @DrNikhilVerma @doctorschick @bennwachukwumd
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I really hope our work translates to some stress alleviation and saved resources, rather than just collecting dust as a research article in the @JArthroplasty We are working closely with @AAHKS to make this validated tool free to arthroplasty surgeons. Consummate team effort.
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UPDATE: We are now up to 121 Participating Programs! #orthomatch2021 @aoa1887 @BillLevineMD @orthomentor1 @2021_ortho
The response to @aoa1887 CORD Universal Offer Interview Day has been incredible. Please see the following link for full list. 106 programs will participate! 11 other programs will not use that day but will follow 48 hour recommendation! #OrthoMatch2021 👏🏻
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Not convinced about 'pre-proof' papers being made available (it always seems strange not to wait a week or two until they have been proofed) but this one caught our eye this morning @JArthroplasty #TKA #AI #implantID
https://t.co/efghXurv0T
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Congrats to CRISPR pioneers on their achievement! via @nytimes
nytimes.com
Emmanuelle Charpentier and Jennifer A. Doudna developed the Crispr tool, which can change the DNA of animals, plants and microorganisms with high precision.
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Hello #MedTwitter! Re-introducing myself for those who don’t know me. My name is Moeko [Mo-eh-ko]. I’m an MS4 applying to anesthesiology this cycle! Born+raised in NYC/NJ, @DukeU grad and now at @wakeforestmed. Hopping on the ERAS photo train 🥳
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The team (@karnuta @heatherhaeberle @AudreyLeeWright @doctorschick @EricMakhniMD @bennwachukwumd @rileywilliamsMD) found #machineLearning outperforms regression analysis in predicting & quantifying injury risk among @NHL players next season. @CleClinicMD @HSSProfEd @HFHOrthoRes
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Potentially interested in CCF ortho?? Come to our virtual open house! See for yourself why I love my program! #orthomatch2021 #ccfortho #MedTwitter #orthotwitter Join Zoom Meeting https://t.co/vQDv9MlEWI Meeting ID: 816 1287 9123 Passcode: CCFORTHO
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