PGY-1 Ortho @PennMedicine | MD @cleclinicLCM | Bioinformatics MS @cwru | @DukeU alum | AI researcher | proud 🐶 dad | opinions my own
Joined June 2020
- Tweets 34
- Following 202
- Followers 175
- Likes 78
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J McGraw (Mac) Karnuta retweeted
7 Jul 2021
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: ow.ly/h1ca50Fo91G
Paper: doi.org/10.1177/036354652110…
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J McGraw (Mac) Karnuta retweeted
30 Mar 2021
Shoutout to this computer for processing more than TWO MILLION XRs in the last 48 hours. @karnuta
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19 Mar 2021
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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J McGraw (Mac) Karnuta retweeted
9 Mar 2021
@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!
doi.org/10.1016/j.arth.2020.…
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J McGraw (Mac) Karnuta retweeted
25 Feb 2021
New study explores the role of artificial intelligence in arthroplasty implant identification: cle.clinic/3dGEJce
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3 Dec 2020
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 (joints.ai) which will be released soon!
sciencedirect.com/science/ar…
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3 Dec 2020
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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J McGraw (Mac) Karnuta retweeted
13 Nov 2020
@karnuta get your joints identifying robot on the case 😊
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8 Nov 2020
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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J McGraw (Mac) Karnuta retweeted
29 Oct 2020
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
ow.ly/A8AE50BNFEh
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29 Oct 2020
Congrats team!
29 Oct 2020
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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J McGraw (Mac) Karnuta retweeted
20 Oct 2020
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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J McGraw (Mac) Karnuta retweeted
16 Oct 2020
UPDATE: We are now up to 121 Participating Programs! #orthomatch2021 @aoa1887 @BillLevineMD @orthomentor1 @2021_ortho aoassn.org/aoaimis/AOANEW/Re…
9 Oct 2020
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 👏🏻 aoassn.org/aoaimis/AOANEW/Re…
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J McGraw (Mac) Karnuta retweeted
18 Oct 2020
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
sciencedirect.com/science/ar…
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J McGraw (Mac) Karnuta retweeted
10 Oct 2020
How it started: How it's going:
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7 Oct 2020
Congrats to CRISPR pioneers on their achievement! via @nytimes nytimes.com/2020/10/07/scien…
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J McGraw (Mac) Karnuta retweeted
18 Sep 2020
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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J McGraw (Mac) Karnuta retweeted
25 Sep 2020
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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J McGraw (Mac) Karnuta retweeted
24 Sep 2020
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
us02web.zoom.us/j/8161287912…
Meeting ID: 816 1287 9123
Passcode: CCFORTHO
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