Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accuracy

fredbarney @yabbadabbadoo99

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level… https://t.co/xKbS1hbyKk

1:24 PM · Mar 15, 2017

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Sven Awege @SVENNIECO

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accu… https://t.co/CCxY8LfW7L

1:25 PM · Mar 15, 2017

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JMIR Publications @jmirpub

Supervised #MachineLearningAlgorithms Can Classify #OpenText Feedback of Doctor Performance With #HumanAccuracy… https://t.co/xQaq2ceDnE

3:56 PM · Mar 15, 2017

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Kenneth Lee @KennyPharmPhD

JMedInternetRes: "Supervised #MachineLearningAlgorithms Can Classify #OpenText Feedback of Doctor Performance With… https://t.co/URWzqochSK

3:58 PM · Mar 15, 2017

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Chris Sidey-Gibbons @DrCGibbons

Our new paper using #machinelearning to classify reports of doctors' peformance has just been published @jmir https://t.co/0bCZCX6u6a #AI

4:23 PM · Mar 15, 2017

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Hannah Atherton @Atherton_HC

RT @DrCGibbons: Our new paper using #machinelearning to classify reports of doctors' peformance has just been published @jmir https://t.co/…

4:54 PM · Mar 15, 2017

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Luis Daniel Soto @luisdans

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accura…https://t.co/pjNtqZsGCU

6:21 PM · Mar 15, 2017

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Anna Li @ax_li

RT @luisdans: Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accura…https://…

6:32 PM · Mar 15, 2017

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Fabrice Angelini @FabriceAngelini

RT @JMedInternetRes: Supervised #MachineLearningAlgorithms Can Classify #OpenText Feedback of Doctor Performance With #HumanAccuracy https:…

6:33 PM · Mar 15, 2017

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AI News Feed @AINewsFeed

JMIR-Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance ... https://t.co/MNUZcL7ypU #ai #ml #dl

8:00 PM · Mar 15, 2017

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Massimiliano Versace @maxversace

JMIR-Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance ... https://t.co/vww7RPlS5J #ai #ml #dl

8:03 PM · Mar 15, 2017

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JonEvans @jon_evans_uk

Fantastic paper from Chris and colleagues. A sign if the future I'm sure. @josemvalderas @uemshspr https://t.co/Oal63FYED6

8:13 AM · Mar 16, 2017

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satya shiv modi @satyamere

RT @AINewsFeed: JMIR-Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance ... https://t.co/MNUZcL7y…

10:48 AM · Mar 16, 2017

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MRC START @MRCSTART

RT @DrCGibbons: Our new paper using #machinelearning to classify reports of doctors' peformance has just been published @jmir https://t.co/…

11:41 AM · Mar 16, 2017

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Prof Suzanne Richards PhD @RichaSuzy

Just out- human vs computer for coding of qualitative data. I was the human coder and I'm running scared. https://t.co/2PbwbqE5py

12:53 PM · Mar 16, 2017

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Prof Suzanne Richards PhD @RichaSuzy

Not quite redundant yet - computers needs a human to code text to help learn what to do... but for how long? https://t.co/p9VfSU8PkK

12:58 PM · Mar 16, 2017

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Cheryl Hunter ???? @schmoobrain

RT @RichaSuzy: Not quite redundant yet - computers needs a human to code text to help learn what to do... but for how long? https://t.co/p9…

3:52 PM · Mar 16, 2017

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Cheryl Hunter ???? @schmoobrain

RT @RichaSuzy: Just out- human vs computer for coding of qualitative data. I was the human coder and I'm running scared. https://t.co/2Pbwb…

3:53 PM · Mar 16, 2017

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Linda Davies @lmdHE1

Machine learning algorithms can signpost significant differences in a doctor’s performance, even when comments are… https://t.co/iV3FJXTiIN

5:55 AM · Mar 17, 2017

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Jon Karnon @jonkarnon

RT @lmdHE1: Machine learning algorithms can signpost significant differences in a doctor’s performance, even when comments are exclusively…

6:09 AM · Mar 17, 2017

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Chris Sidey-Gibbons @DrCGibbons

The web app which accompanies our latest @JMIR paper can be found here https://t.co/Y5ZjNk5J56 #machinelearning #AI https://t.co/0bCZCXo5uK

9:04 AM · Mar 17, 2017

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Jose M Valderas @josemvalderas

RT @DrCGibbons: The web app which accompanies our latest @JMIR paper can be found here https://t.co/Y5ZjNk5J56 #machinelearning #AI https:/…

5:10 PM · Mar 17, 2017

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Prof Suzanne Richards PhD @RichaSuzy

Take a look... It csn code quali data with a little human help! https://t.co/x45bRh9NRq

8:52 AM · Mar 18, 2017

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Jonas Tana @jonastana

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance https://t.co/LkXVt8ap1i #digitalhealth

9:07 PM · Mar 19, 2017

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Raul Rodriguez-Esteban @RaulREsteban

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human Accuracy https://t.co/yu7yo4cGvv

8:16 AM · Mar 20, 2017

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Santiago de la Peña @spenagon

RT @RaulREsteban: Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human Accuracy https://…

6:46 PM · Mar 21, 2017

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Vin Vashishta @v_vashishta

#MachineLearning Algorithms Can Classify Text Feedback of Doctor Performance With Human-Level Accuracy https://t.co/DR5X4aHcyR #nlproc

10:00 PM · Mar 21, 2017

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PersonaAI @PersonaAI

RT @v_vashishta: #MachineLearning Algorithms Can Classify Text Feedback of Doctor Performance With Human-Level Accuracy https://t.co/DR5X4a…

10:01 PM · Mar 21, 2017

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Karolyn Schalk @KarolynSchalk

RT @v_vashishta: #MachineLearning Algorithms Can Classify Text Feedback of Doctor Performance With Human-Level Accuracy https://t.co/DR5X4a…

10:03 PM · Mar 21, 2017

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Psychometrics Centre @CamPsych

Supervised machine learning algorithms signpost significant differences in doctors' performance from open-text... https://t.co/3p9mj2ZS59

10:29 AM · Mar 22, 2017

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Teb Ab @MeTebolomics

#machinelearning and automatic doctor's notes assessement. https://t.co/5Jj5hPg6Ug

8:07 AM · Mar 27, 2017

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Ofra Koffman @ofrakoffman

Great new article from @DrCGibbons on using AI for textual analysis see https://t.co/ftVio0off8

8:28 AM · Mar 30, 2017

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Carlos F. Collares @carlosfcollares

Supervised Machine Learning Algorithms Can Classify Open-Text Feedback of Doctor Performance w/ Human-Level Accuracy https://t.co/JsRvzGJB9E

10:25 PM · Apr 16, 2017

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Carlos F. Collares @carlosfcollares

I am wondering what @sginsburg1 would have to say about this paper. #EBMAConference2017 https://t.co/ptakDXXX9C

10:27 PM · Apr 16, 2017

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Mark Pesce #WearAMask ???? @mpesce

Uh-oh. https://t.co/xgwfXkrbjq

11:53 PM · Apr 21, 2017

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Keith Don @keithdon

RT @Miles_Brundage: "Supervised ML Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accuracy"Gibbons ea ht…

11:57 PM · Apr 21, 2017

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Herman de Vries @HermanDeVriesNL

Algoritmes kunnen open-text velden met feedback over een arts steeds beter interpreteren https://t.co/uUSfsqHMef

11:11 AM · Apr 28, 2017

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Edwingeleijn @EdwinGeleijn

Goed nieuws! Bij de ontwikkeling van #HERO maken we gebruik van hetzelfde principe @Zorginnovwinkel @tssyonder https://t.co/qyWuAUOQUy

8:08 PM · Apr 28, 2017

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Edwingeleijn @EdwinGeleijn

@MartijnvanOijen check dit! https://t.co/qyWuAUOQUy

8:08 PM · Apr 28, 2017

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Herman de Vries @HermanDeVriesNL

RT @EdwinGeleijn: Goed nieuws! Bij de ontwikkeling van #HERO maken we gebruik van hetzelfde principe @Zorginnovwinkel @tssyonder https://t…

9:14 PM · Apr 28, 2017

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Carlos F. Collares @carlosfcollares

Evidence suggests the need of more narrative assessment in #MedEd. Psychometricians will need to increasingly embra… https://t.co/U2hvse4RwE

5:00 PM · May 18, 2017

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Chris Sidey-Gibbons @DrCGibbons

RT @carlosfcollares: Evidence suggests the need of more narrative assessment in #MedEd. Psychometricians will need to increasingly embrace…

5:02 PM · May 18, 2017

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Dr Saskia Sanderson @SCSanderson

RT @DrCGibbons: Our new paper using #machinelearning to classify reports of doctors' peformance has just been published @jmir https://t.co/…

10:54 AM · May 19, 2017

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alejandro vergara @alevergara78

RT @DrCGibbons: Our new paper using #machinelearning to classify reports of doctors' peformance has just been published @jmir https://t.co/…

10:54 AM · May 19, 2017

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Kristina Dzara, PhD, MMSc @KristinaDzara

RT @carlosfcollares: Evidence suggests the need of more narrative assessment in #MedEd. Psychometricians will need to increasingly embrace…

12:56 AM · May 28, 2017

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Santiago de la Peña @spenagon

Supervised ML Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accuracy. https://t.co/Rjn0i3gJp1

2:36 PM · Aug 14, 2017

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AlfonsoValencia @Alfons_Valencia

RT @spenagon: Supervised ML Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accuracy. https://t.co/Rjn0i3…

10:45 AM · Aug 15, 2017

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Xosé M Fernández???????? @xosegb

RT @spenagon: Supervised ML Algorithms Can Classify Open-Text Feedback of Doctor Performance With Human-Level Accuracy. https://t.co/Rjn0i3…

11:45 AM · Aug 15, 2017

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Joey Scanlon @JKSCN

RT @CamPsych: Supervised machine learning algorithms signpost significant differences in doctors' performance from open-text... https://t.c…

2:03 AM · Oct 07, 2017

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Chris Sidey-Gibbons @DrCGibbons

New technologies will transform #patex and #qol assessment in the NHS. See how here https://t.co/8WuvJTu015 and here https://t.co/8SWlHNXka8

12:40 PM · Mar 22, 2017

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CPROR @CPROR_UoB

RT @DrCGibbons: New technologies will transform #patex and #qol assessment in the NHS. See how here https://t.co/8WuvJTu015 and here https:…

2:39 PM · Mar 22, 2017

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Karen Alexander @chemistrykaren

RT @DrCGibbons: New technologies will transform #patex and #qol assessment in the NHS. See how here https://t.co/8WuvJTu015 and here https:…

2:43 PM · Mar 22, 2017

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