Radiol Artif Intell May 2020 PMID 33937827

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge.

Adam E Flanders, Luciano M Prevedello, George Shih, Safwan S Halabi, Jayashree Kalpathy-Cramer, Robyn Ball, John T Mongan, Anouk Stein, Felipe C Kitamura, Matthew P Lungren, Gagandeep Choudhary, Lesley Cala, Luiz Coelho, Monique Mogensen, Fanny Morón

Mentions

150
Peak: 63 in Jun 2020
across 3 sources since Apr 2020

Extended reach

1,084,143
potential audience

Total likes

307

Video views

225

Mentions per month

Apr 2020 – Dec 2024

Where it's discussed

  • X / Twitter136 posts
  • News12 articles
  • YouTube2 videos

AI synopsis

What people are saying

The discussions highlight key aspects of the research, such as the impressive scale of the dataset, with mentions like 'the largest public dataset of its kind' and 'over 874,000 images'. Users express their enthusiasm with phrases emphasizing the innovative approach and high-quality collaborations, contributing to a tone of excitement about the implications for AI in radiology.

AgreementModerate agreement

Many posts express positive sentiments about the collaborative nature and outcomes of the publication, indicating a general consensus of support.

InterestHigh interest

The discussions reflect a high level of curiosity, with users actively engaging with the content and sharing its relevance to their fields.

EngagementModerate engagement

While some posts show deeper insights into the methods and contributions, others are more superficial, suggesting varied levels of engagement across the board.

ImpactHigh impact

Multiple posts underscore the significant influence of the dataset in advancing research and machine learning in radiology, suggesting that its contributions are recognized as substantial.

Abstract in brief

  • The RSNA 2019 Brain CT Hemorrhage Challenge focuses on creating a comprehensive dataset for machine learning.
  • This dataset includes annotations for five different types of brain hemorrhages: subarachnoid, intraventricular, subdural, epidural, and intraparenchymal.
  • The goal is to enhance the training of machine learning models to improve the detection and analysis of these hemorrhage types in brain CT scans.

Top posts

Most liked on X and Bluesky
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRad #RadAI #MachineLearning https://t.co/DLlU7WzehA

Jun 11, 2020 · 34 likes · 7 shares · 18,869 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/Arn4fi2RgT @TheASNR @JeffersonRads @StanfordRad #DeepLearning #NeuroRad #RadAI https://t.co/qf8JoTc65E

Jun 6, 2020 · 28 likes · 5 shares · 18,869 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearning #NeuroRad #MachineLearning https://t.co/7ofMwYPnfn

Jun 20, 2020 · 24 likes · 12 shares · 18,869 followers View post →
Charles Kahn, MD
@cekahn · X

#RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs (> 874,000 images!) annotated by @TheASNR experts https://t.co/sBrGQntXhV @Radiology_AI #MachineLearning https://t.co/hNu4SrqGiJ

Nov 4, 2020 · 21 likes · 11 shares · 6,673 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @JeffersonRads @unifesp @BFlanksteak #AI #ML #MachineLearning https://t.co/WRCPQmoTgX

Jun 1, 2020 · 18 likes · 7 shares · 18,869 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @JeffersonRads @unifesp @BFlanksteak #NeuroRad #AI #MachineLearning https://t.co/LoOryx17sK

Jun 15, 2020 · 17 likes · 4 shares · 18,869 followers View post →

All mentions

e-Radiologia
@e_Radiologia · X

[Radiology: Artificial Intelligence] Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge - https://t.co/g3y9iumEkZ https://t.co/4hCDmieJUV

Dec 23, 2024 · 1 like · 4,727 followers View post →
Christie M. Malayil Lincoln
@CMLincolnMD · X

RT @radiology_ninja: @Apoptosis11 @JPBY_official @AutismINSAR @JNeurochem @AaronSodickson @VHGerbaudo @RaminKhorasani @radiology_rsna @NLM_…

Jan 9, 2024 · 1 share · 1,243 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

@Apoptosis11 @JPBY_official @AutismINSAR @JNeurochem @AaronSodickson @VHGerbaudo @RaminKhorasani @radiology_rsna @NLM_NIH @NIH @harvardmed @lmprevedello @KathyAndriole @HarvardDBMI @dsippo @drmehj @YaleRadiology @TheAJNR @YaleMed @Radiology_AI @BFlanksteak @FelipeKitamura @lubdha_shah @AmitAgarwalMD @CMLincolnMD @TheASNR @RSNA Flanders AE,…Ikuta I…; RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 Jul 29;2(4):e209002 https://t.co/FCozUkzGtU #iiAcademic https://t.co/EkptkpuIpX

Jan 8, 2024 · 3 likes · 1 share · 5,017 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

@Apoptosis11 @JPBY_official @AutismINSAR @JNeurochem @AaronSodickson @VHGerbaudo @RaminKhorasani @radiology_rsna @NLM_NIH @NIH @harvardmed @lmprevedello @KathyAndriole @HarvardDBMI @dsippo @drmehj @YaleRadiology @TheAJNR @YaleMed Flanders AE, Prevedello LM…Ikuta I…; RSNA-ASNR 2019 Brain Hemorrhage CT Annotators. Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 Apr 29;2(3):e190211. https://t.co/yaJa6zFumI #iiAcademic https://t.co/iK7dArr1Yo

Jan 6, 2024 · 5 likes · 5,017 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

#ThrowbackThursday – Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! (Apr 2020) https://t.co/Arn4fhLOeT #AI #MachineLearning #DeepLearning https://t.co/jOjqlKVHPu

Mar 16, 2023 · 5 likes · 18,869 followers View post →
Mariam Aboian
@MariamAboian · X

RT @radiology_ninja: @Radiology_AI Even those without coding knowledge can contribute to AI, like @theASNR/@RSNA CT head bleed challenge re…

Jul 11, 2022 · 1 share · 4,300 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

@Radiology_AI Even those without coding knowledge can contribute to AI, like @theASNR/@RSNA CT head bleed challenge re-capped in @Radiology_AI: https://t.co/sCyOSaSbvF However, those unicorns with clinical AND coding expertise may be the pioneer leaders needed to develop this field. #RadAIchat

Jul 6, 2022 · 10 likes · 1 share · 5,017 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @Radiology_AI: #ThrowbackThursday – Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. (Apr 2020) https://t.co/Arn4fhLOeT #Mac…

Jun 16, 2022 · 1 share · 232 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

#ThrowbackThursday – Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. (Apr 2020) https://t.co/Arn4fhLOeT #MachineLearning #DeepLearning #Radiomics https://t.co/LsiB3TYktQ

Jun 16, 2022 · 4 likes · 1 share · 18,869 followers View post →
zach
@z4chburris · X

RT @Radiology_AI: #ThrowbackThursday – Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. (Apr 2020) https://t.co/Arn4fi2RgT #AI…

Mar 10, 2022 · 3 shares · 349 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

#ThrowbackThursday – Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. (Apr 2020) https://t.co/Arn4fi2RgT #AI #DeepLearning #ArtificialIntelligence https://t.co/rhrGLGmCRS

Mar 10, 2022 · 6 likes · 3 shares · 18,869 followers View post →
Vivek Yedavalli, MD, MS, FAHA
@vsyedavalli · X

RT @draash: Just saw this #AI paper, I reviewed some of these cases for @TheASNR and @RSNA Awesome to see the results! @Radiology_AI https…

Dec 10, 2021 · 2 shares · 2,900 followers View post →
Aashim Bhatia, M.D., M.S.
@draash · X

Just saw this #AI paper, I reviewed some of these cases for @TheASNR and @RSNA Awesome to see the results! @Radiology_AI https://t.co/hPBYMUhKRz

Dec 5, 2021 · 3 likes · 2 shares · 4,336 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @Radiology_AI: #ThrowbackThursday – Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its…

Jun 3, 2021 · 2 shares · 232 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

#ThrowbackThursday – Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! (Apr 2020) https://t.co/Arn4fi2RgT #AI #ML #Radiomics https://t.co/55s8Eee9RX

Jun 3, 2021 · 6 likes · 2 shares · 18,869 followers View post →
OpenSci Talk
@OpenSciTalk · X

RT @cubismi_inc: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge #artofinsigh…

Jun 1, 2021 · 2 shares · 4,087 followers View post →
PyScale
@PyScaleLLC · X

RT @cubismi_inc: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge #artofinsigh…

Jun 1, 2021 · 2 shares · 3,247 followers View post →
Cubismi, Inc.
@cubismi_inc · X

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge #artofinsight #openscience #datascience #explainableAI #Dataprivacy #dataprotection #datagovernace #XAI #ExplainableAI https://t.co/odSK4hLygz https://t.co/a84J23STwc

Jun 1, 2021 · 2 likes · 2 shares · 1,450 followers View post →
geo
@geovcnt · X

The largest public collection of brain hemorrhage CT contains ~874 thousand images. It was used for the #RSNA Intracranial Hemorrhage #MachineLearning Challenge 2019 on #Kaggle and is publicly available to foster research. https://t.co/uIx7JQdNRC

May 31, 2021 · 1 like · 232 followers View post →
Felipe Kitamura
@FelipeKitamura · X

@antgoldbloom The RSNA Intracranial Hemorrhage was uploaded in 2019, but is still the largest (870k images) well curated (annotated by physicians) CT brain Hemorrhage dataset. Details on the construction of this dataset is here: https://t.co/b32K8UpSxx

May 29, 2021 · 4 likes · 1,963 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @GCHpapers: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge https://t.co/M…

May 3, 2021 · 1 share · 10,137 followers View post →
GCH papers
@GCHpapers · X

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge https://t.co/M8b4NUKNhu

May 3, 2021 · 1 like · 1 share · 164 followers View post →
gchlthpapers
@gchlthpapers · X

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge https://t.co/n6Bw35FmQM

May 3, 2021 · 3 followers View post →
Arman Avesta, MD, PhD
@ArmanEAvesta · X

RT @mattlungrenMD: Here are 25,000+ brain CT (MD expert labeled) from FOUR institutions https://t.co/hh7IeXS7Ic

Apr 7, 2021 · 1 share · 1,258 followers View post →
Matthew Lungren MD MPH
@mattlungrenMD · X

Here are 25,000+ brain CT (MD expert labeled) from FOUR institutions https://t.co/hh7IeXS7Ic

Apr 7, 2021 · 3 likes · 1 share · 7,316 followers View post →
Harold Wu
@yfw3u · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 5, 2020 · 11 shares · 581 followers View post →
CovidOff Bot
@mlb0t · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 5, 2020 · 11 shares · 154 followers View post →
الـفيزياء الطبيـة☢
@aleneziahmed1 · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 11,844 followers View post →
O'
@Suphawat_Ole · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 35 followers View post →
Maxim Lyashko
@Max_Lyashko · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 1,689 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 18,869 followers View post →
HubOfML
@hubofml · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 9,001 followers View post →
Suely Fazio Ferraciolli
@FazioSuely · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 1,155 followers View post →
Hesham Elhalawani
@HElhalawaniMD · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 1,431 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 1,963 followers View post →
Tessa S. Cook MD PhD CIIP FSIIM FCPP FAAR FACR
@asset25 · X

RT @cekahn: #RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs…

Nov 4, 2020 · 11 shares · 6,528 followers View post →
Charles Kahn, MD
@cekahn · X

#RadAIchat T2. Why challenges? Large, high-quality datasets! @RSNA's 2019 "brain bleed" challenge included 25,000+ head CTs (> 874,000 images!) annotated by @TheASNR experts https://t.co/sBrGQntXhV @Radiology_AI #MachineLearning https://t.co/hNu4SrqGiJ

Nov 4, 2020 · 21 likes · 11 shares · 6,673 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

#ThrowbackThursday – Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. (Apr 2020) https://t.co/Arn4fi2RgT #ML #Radiomics #ArtificialIntelligence

Oct 15, 2020 · 4 likes · 18,869 followers View post →
Tessa S. Cook MD PhD CIIP FSIIM FCPP FAAR FACR
@asset25 · X

RT @FelipeKitamura: https://t.co/b32K8UpSxx https://t.co/ugcf8KamC7

Aug 21, 2020 · 2 shares · 6,528 followers View post →
Felipe Kitamura
@FelipeKitamura · X

https://t.co/b32K8UpSxx https://t.co/ugcf8KamC7

Aug 21, 2020 · 11 likes · 2 shares · 1,963 followers View post →
Hesham Elhalawani
@HElhalawaniMD · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 1,431 followers View post →
Dr. Hani
@DrHani39349550 · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 595 followers View post →
คะนวยศักดิ์41.
@kvvk_41 · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 101 followers View post →
Radiology
@radiology_rsna · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 60,143 followers View post →
Brian Wells
@bwells80 · X

#RT RSNA: RT Radiology_AI: Catch the most recent Radiology_AI podcast featuring BFlanksteak discussing the RSNA Intracranial Hemorrhage Challenge https://t.co/36PDvfl1pF #RSNA19 https://t.co/ilYWFWND23 #Radiology

Aug 17, 2020 · 1,104 followers View post →
RSNA
@RSNA · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 70,682 followers View post →
Charles Kahn, MD
@cekahn · X

RT @Radiology_AI: Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge…

Aug 17, 2020 · 6 shares · 6,673 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Catch the most recent @Radiology_AI podcast featuring @BFlanksteak discussing the @RSNA Intracranial Hemorrhage Challenge https://t.co/Arn4fhLgpl #RSNA19 https://t.co/U0P1PNmTQY

Aug 17, 2020 · 7 likes · 6 shares · 18,869 followers View post →
Dra Valentina Ochoa
@resonarte_8a · X

RT @radiology_rsna: In the latest podcast episode from @Radiology_AI, @PaulYiMD interviews @BFlanksteak about his paper "Construction of a…

Jul 31, 2020 · 3 shares · 1,872 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @radiology_rsna: In the latest podcast episode from @Radiology_AI, @PaulYiMD interviews @BFlanksteak about his paper "Construction of a…

Jul 31, 2020 · 3 shares · 5,017 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @radiology_rsna: In the latest podcast episode from @Radiology_AI, @PaulYiMD interviews @BFlanksteak about his paper "Construction of a…

Jul 31, 2020 · 3 shares · 18,869 followers View post →
Radiology
@radiology_rsna · X

In the latest podcast episode from @Radiology_AI, @PaulYiMD interviews @BFlanksteak about his paper "Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge." https://t.co/GxzblQoPy1 #NeuroRad #RSNAI https://t.co/UxV79doRMR

Jul 31, 2020 · 5 likes · 3 shares · 60,143 followers View post →
HubOfML
@hubofml · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jul 8, 2020 · 19 shares · 9,001 followers View post →
Hesham Elhalawani
@HElhalawaniMD · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jul 1, 2020 · 7 shares · 1,431 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jul 1, 2020 · 7 shares · 18,869 followers View post →
Lubdha Shah
@lubdha_shah · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jun 30, 2020 · 7 shares · 396 followers View post →
Luciano M Prevedello MD MPH
@lmprevedello · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jun 29, 2020 · 7 shares · 516 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jun 29, 2020 · 7 shares · 5,017 followers View post →
Charles Kahn, MD
@cekahn · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jun 29, 2020 · 7 shares · 6,673 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric sc…

Jun 29, 2020 · 7 shares · 1,963 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The article on the #RSNA19 #AI Brain CT Hemorrhage Challenge has been downloaded more than 3700 times, with @altmetric score in the TOP 5% of all articles! https://t.co/NAF06YT5hQ Kudos to the @RSNA + @TheASNR team! https://t.co/pXH8Rb4uuX

Jun 29, 2020 · 14 likes · 7 shares · 18,869 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/Arn4fi2RgT @StanfordRad @unifesp @BFlanksteak #NeuroRad #RadAI #ML https://t.co/5Wwpz0TTuF

Jun 24, 2020 · 11 likes · 18,869 followers View post →
Raphael Meier
@meier_biomed · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Stanford…

Jun 22, 2020 · 2 shares · 99 followers View post →
Alper BEKTAŞ
@AlperBEKTA10 · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Stanford…

Jun 22, 2020 · 2 shares · 702 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @StanfordRad @unifesp @BFlanksteak #NeuroRad #RadAI #ML https://t.co/hnuLw1ed2H

Jun 22, 2020 · 12 likes · 2 shares · 18,869 followers View post →
CovidOff Bot
@mlb0t · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 21, 2020 · 12 shares · 154 followers View post →
الـفيزياء الطبيـة☢
@aleneziahmed1 · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 11,844 followers View post →
Dr Amine Korchi
@AmineKorchiMD · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 6,349 followers View post →
Curious Luke
@TheCuriousLuke · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 6,640 followers View post →
iBraiN Inserm Lab
@iBrain_Inserm · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 1,722 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 5,017 followers View post →
Akrati Saxena
@saxena_akrati · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 1,854 followers View post →
HubOfML
@hubofml · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 9,001 followers View post →
Jesús Alberto Salvat
@alberto_salvat · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 129 followers View post →
The American Society of Neuroradiology
@TheASNR · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 21,443 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearnin…

Jun 20, 2020 · 12 shares · 1,963 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @RSNA @unifesp #DeepLearning #NeuroRad #MachineLearning https://t.co/7ofMwYPnfn

Jun 20, 2020 · 24 likes · 12 shares · 18,869 followers View post →
Dennis Uchenna Chukwunta
@ntachukwu · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 16, 2020 · 4 shares · 838 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 16, 2020 · 4 shares · 1,963 followers View post →
Burhan
@burhanmatto · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Stanford…

Jun 16, 2020 · 3 shares · 43 followers View post →
Bojan Petrovic, MD
@BoyanPetrovic · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Stanford…

Jun 16, 2020 · 3 shares · 939 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Stanford…

Jun 15, 2020 · 3 shares · 5,017 followers View post →
HubOfML
@hubofml · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @StanfordRad @BFlanksteak #…

Jun 15, 2020 · 4 shares · 9,001 followers View post →
CovidOff Bot
@mlb0t · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @StanfordRad @BFlanksteak #…

Jun 15, 2020 · 4 shares · 154 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @StanfordRad @unifesp @BFlanksteak #DeepLearning #AI #RadAI https://t.co/Kvg8Vy0tfQ

Jun 15, 2020 · 14 likes · 3 shares · 18,869 followers View post →
CovidOff Bot
@mlb0t · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @StanfordRad @unifesp #RadAI #…

Jun 15, 2020 · 2 shares · 154 followers View post →
CovidOff Bot
@mlb0t · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 15, 2020 · 4 shares · 154 followers View post →
C Kalaiwo
@DrNas247 · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 15, 2020 · 4 shares · 328 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @JeffersonRads @unifesp @BFlanksteak #NeuroRad #AI #MachineLearning https://t.co/LoOryx17sK

Jun 15, 2020 · 17 likes · 4 shares · 18,869 followers View post →
Andrew Morris
@andrewmorrisuk · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @StanfordRad @unifesp #RadAI #…

Jun 14, 2020 · 2 shares · 15,373 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @StanfordRad @unifesp #RadAI #ML #MachineLearning https://t.co/wfgm5mA37r

Jun 14, 2020 · 2 likes · 2 shares · 18,869 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @StanfordRad @BFlanksteak #…

Jun 13, 2020 · 4 shares · 1,963 followers View post →
API Trends
@api_daily · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @StanfordRad @BFlanksteak #…

Jun 12, 2020 · 4 shares · 2,352 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @TheASNR @StanfordRad @BFlanksteak #NeuroRad #ML #MachineLearning https://t.co/N2N8HEy0bM

Jun 12, 2020 · 10 likes · 4 shares · 18,869 followers View post →
Oscar Camara
@oscarcamararey · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 12, 2020 · 3 shares · 704 followers View post →
Debojyoti Majumder
@MajumderDeb13 · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 12, 2020 · 7 shares · 182 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 12, 2020 · 3 shares · 5,017 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @JeffersonRads @StanfordRad @unifesp #NeuroRad #AI #ML https://t.co/jCjXh41p7y

Jun 12, 2020 · 12 likes · 3 shares · 18,869 followers View post →
Zaid A. Soomro
@Zaidsoomro · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 12, 2020 · 7 shares · 275 followers View post →
HubOfML
@hubofml · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 11, 2020 · 7 shares · 9,001 followers View post →
Reira Espinosa
@reira_espinosa · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 11, 2020 · 7 shares · 186 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 11, 2020 · 7 shares · 1,963 followers View post →
Oscar Camara
@oscarcamararey · X

RT @Radiology_AI: Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRa…

Jun 11, 2020 · 7 shares · 704 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Learn how the #RSNA19 Brain Hemorrhage CT Dataset was built. https://t.co/Arn4fi2RgT @RSNA @unifesp @BFlanksteak #NeuroRad #RadAI #MachineLearning https://t.co/DLlU7WzehA

Jun 11, 2020 · 34 likes · 7 shares · 18,869 followers View post →
HubOfML
@hubofml · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jun 6, 2020 · 5 shares · 9,001 followers View post →
TheRadiologistsEye
@beingdrgaurav · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jun 6, 2020 · 5 shares · 90 followers View post →
Ichiro Ikuta, MD, MMSc
@radiology_ninja · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jun 6, 2020 · 5 shares · 5,017 followers View post →
Reira Espinosa
@reira_espinosa · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jun 6, 2020 · 5 shares · 186 followers View post →
The American Society of Neuroradiology
@TheASNR · X

RT @Radiology_AI: Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/A…

Jun 6, 2020 · 5 shares · 21,443 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Building the @RSNA's world-class brain hemorrhage CT collection -- the largest public dataset of its kind! https://t.co/Arn4fi2RgT @TheASNR @JeffersonRads @StanfordRad #DeepLearning #NeuroRad #RadAI https://t.co/qf8JoTc65E

Jun 6, 2020 · 28 likes · 5 shares · 18,869 followers View post →
Aliza scott
@therecycla · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 2, 2020 · 7 shares · 1,948 followers View post →
Andrew Morris
@andrewmorrisuk · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 2, 2020 · 7 shares · 15,373 followers View post →
Jesús Alberto Salvat
@alberto_salvat · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 2, 2020 · 7 shares · 129 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 1, 2020 · 7 shares · 18,869 followers View post →
Machine Learning | GenAI | AI
@machine_ml · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 1, 2020 · 7 shares · 28,518 followers View post →
Saroj Humagain
@msarozz · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 1, 2020 · 7 shares · 1,650 followers View post →
The American Society of Neuroradiology
@TheASNR · X

RT @Radiology_AI: More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @Jefferso…

Jun 1, 2020 · 7 shares · 21,443 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

More than 60 @RSNA + @TheASNR members annotated the #RSNA19 Brain Hemorrhage CT Dataset https://t.co/Arn4fi2RgT @JeffersonRads @unifesp @BFlanksteak #AI #ML #MachineLearning https://t.co/WRCPQmoTgX

Jun 1, 2020 · 18 likes · 7 shares · 18,869 followers View post →
Chidambara .ML.
@chidambara09 · X

RT @GMNG_Updates: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Great exam…

May 26, 2020 · 1 share · 11,710 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @GMNG_Updates: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Great exam…

May 26, 2020 · 1 share · 10,137 followers View post →
Green Medical Network Group
@GMNG_Updates · X

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Great example of #bigdata being pulled from multiple institutions. ⁦@radiology_rsna⁩ #MachineLearning https://t.co/a6BHdnX9az

May 26, 2020 · 1 like · 1 share · 329 followers View post →
HubOfML
@hubofml · X

RT @machinelearnflx: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge | Radiol…

May 6, 2020 · 7 shares · 9,001 followers View post →
Ejiro
@joggyjagz · X

RT @machinelearnflx: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge | Radiol…

May 6, 2020 · 7 shares · 1,395 followers View post →
Maignanamoorthy
@Maignanamurthy · X

RT @machinelearnflx: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge | Radiol…

May 6, 2020 · 7 shares · 235 followers View post →
Machine Learning | GenAI | AI
@machine_ml · X

RT @machinelearnflx: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge | Radiol…

May 6, 2020 · 7 shares · 28,518 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @machinelearnflx: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge | Radiol…

May 6, 2020 · 7 shares · 10,137 followers View post →
Machine Learning Bot
@ML_Tweet_Bot · X

RT @uOttawaRad: Dr. Elka Miller collaborated on a manuscript entitled "Construction of a Machine Learning Dataset through Collaboration: Th…

May 5, 2020 · 1 share · 10,137 followers View post →
uOttawa Dept. Radiology, Rad Onc & Medical Physics
@uOttawaRad · X

Dr. Elka Miller collaborated on a manuscript entitled "Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge” that was accepted for publication in Radiology: Artificial Intelligence! https://t.co/5jfhcGYPxc

May 5, 2020 · 7 likes · 1 share · 1,126 followers View post →
Dr. Oswaldo Ramos
@OswaldoRamosN · X

Read my May 2 Newsletter featuring “Construction of a Machine Learning Dataset through Collaboration: The RSNA…” https://t.co/0QaNMD0iww

May 2, 2020 · 3,188 followers View post →
moving from X
@KI_in_med · X

Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge https://t.co/vSP0xVfjc8

Apr 30, 2020 · 1 like · 2,256 followers View post →
Alejandro Núñez
@ale_repollo · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 188 followers View post →
Merlin Is Happy
@Merlin_HDS · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 57 followers View post →
youknowwho
@ekphutt · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 202 followers View post →
antonio casas
@gammagrama · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 1,294 followers View post →
Sam.Payabvash
@SamPayabvash · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 1,716 followers View post →
Roxana Flores A. MD,PhD
@flo_rox · X

RT @WendeNGibbs: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. 5 hemor…

Apr 29, 2020 · 8 shares · 2,149 followers View post →