Radiol Artif Intell January 2023 PMID 36721407

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images.

Jiwoong J Jeong, Brianna L Vey, Ananth Bhimireddy, Thomas Kim, Thiago Santos, Ramon Correa, Raman Dutt, Marina Mosunjac, Gabriela Oprea-Ilies, Geoffrey Smith, Minjae Woo, Christopher R McAdams, Mary S Newell, Imon Banerjee, Judy Gichoya

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Mentions

122
Peak: 54 in Mar 2023
across 3 sources since Feb 2022

Extended reach

865,730
potential audience

Total likes

279

Video views

89

Mentions per month

Feb 2022 – Jul 2025

Where it's discussed

  • X / Twitter114 posts
  • News5 articles
  • YouTube3 videos

AI synopsis

What people are saying

Numerous discussions emphasize the dataset's size and diversity, such as references to 'over 3 million mammograms' and 'equal representation of images from Black and White women.' Words like 'great work' and 'amazing to see the release of diverse dataset' convey excitement and approval. Additionally, users mention the 20% of the dataset being available for research, underscoring the potential for substantial contributions to the field.

AgreementStrong agreement

The majority of discussions reflect strong support for the dataset's intentions and aims, highlighting its value in addressing data diversity.

InterestHigh interest

Many posts express a high level of interest in the publication, citing its relevance to ongoing themes in medical imaging and AI.

EngagementModerate engagement

While most posts are supportive, they tend to focus on sharing information rather than in-depth analysis, indicating moderate engagement.

ImpactHigh impact

Users recognize the dataset's potential for improving breast cancer diagnostic processes, suggesting a belief in its substantial impact.

Abstract in brief

  • The EMBED dataset contains 34 million mammographic images, aimed at improving breast cancer screening and diagnosis through machine learning.
  • It is designed to be racially diverse, ensuring that the dataset represents a wide range of demographics for better accuracy in outcomes.
  • The dataset was highlighted at the RSNA 2023 conference, showcasing its potential to enhance breast imaging technology and research.

Top posts

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

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #mammography #diversity #MachineLearning https://t.co/eIbQmVRwJO

Jan 14, 2023 · 31 likes · 4 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @EmoryRadiology #diversity #AI #MachineLearning https://t.co/r2YvTUB2Y3

Mar 10, 2023 · 13 likes · 2 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #EMBED #BreastCancer #diversity https://t.co/ofWEkZr9nH

Jan 9, 2023 · 13 likes · 4 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @haritrivedimd @judywawira @imonbanerjee6 #EMBED #mammography #diversity #SAR2023 #AbdRad https://t.co/smoZbz6EoY

Feb 27, 2023 · 12 likes · 4 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #tomosynthesis #diversity https://t.co/HcRiAi2uVS

Jan 25, 2023 · 12 likes · 2 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #AI #ML https://t.co/1uIMLXdi1P

Mar 24, 2023 · 11 likes · 1 share · 18,827 followers View post →

All mentions

Lisa Adams
@LCAdamsRad · X

T2. Addressing data scarcity in medical deep learning, the EMory BrEast imaging Dataset (EMBED) provides a massive collection of over 3 million mammograms from 116,000 women.https://t.co/mQ0brHKHE7 #RadAIChat

Jan 3, 2024 · 5 likes · 165 followers View post →
Mike Klontzas
@Klonmich · X

T1- Second with 12 citations was the EMory BrEast imaging Dataset (EMBED) #RadAIchat - https://t.co/D9TdEw5NZo https://t.co/HCCo6VaWiu

Jan 3, 2024 · 6 likes · 1,164 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@Radiology_AI’s most-read article of 2023 presents EMBED--a racially diverse dataset of 3.4 million breast images https://t.co/UOsfI5mSTE

Dec 31, 2023 · 18,827 followers View post →
NEJM AI
@NEJM_AI · X

This paper by Dr. @judywawira and team describes the Emory Breast Imaging Dataset (EMBED), a diverse, granular dataset of over 3.4 million mammographic images, aiding in equitable AI development for breast cancer screening. https://t.co/f5fWwYHiKT

Dec 26, 2023 · 9 likes · 12,764 followers View post →
Marcelo Oliveira
@oliveira_mc · X

RT @RamanDutt4: @SnchzPedro_ @huggingface @sinkove_ Great work as always! Here is another complementary racially-diverse dataset of 3.5 mil…

Oct 23, 2023 · 1 share · 284 followers View post →
Raman Dutt
@RamanDutt4 · X

@SnchzPedro_ @huggingface @sinkove_ Great work as always! Here is another complementary racially-diverse dataset of 3.5 million mammograms - https://t.co/PQweVHqTXd

Oct 23, 2023 · 9 likes · 1 share · 1,324 followers View post →
Randy C. Miles MD, MPH, FSBI
@RMilesMD · X

RT @Radiology_AI: Check out today's #FreeFriday @Radiology_AI article from #PubMedCentral! The EMory BrEast imaging Dataset (EMBED): A Rac…

May 26, 2023 · 1 share · 3,126 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Check out today's #FreeFriday @Radiology_AI article from #PubMedCentral! The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images https://t.co/F2f10VKtdg #ML #Radiomics #ArtificialIntelligence https://t.co/eC20LDHzML

May 26, 2023 · 9 likes · 1 share · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #BreastCancer #mammography https://t.co/2UJyJGuV1F

Mar 25, 2023 · 4 likes · 18,827 followers View post →
Cyber Security IoT
@cybersec4iot · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 24, 2023 · 1 share · 328 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #AI #ML https://t.co/1uIMLXdi1P

Mar 24, 2023 · 11 likes · 1 share · 18,827 followers View post →
Ricardo Vázquez
@ricardo_ik_ahau · X

RT @Radiology_AI: @EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t…

Mar 23, 2023 · 1 share · 3,591 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #ML #MachineLearning https://t.co/yJQ6wGbTGz

Mar 23, 2023 · 1 like · 1 share · 18,827 followers View post →
AI doctor
@JaicDr · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 22, 2023 · 1 share · 27 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #mammography #MachineLearning https://t.co/DsoaCdMw2D

Mar 22, 2023 · 2 likes · 1 share · 18,827 followers View post →
AiiHC International Ltd.
@AiihcLtd2022 · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 21, 2023 · 2 shares · 719 followers View post →
nazek_m80
@nazek_m80 · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 20, 2023 · 2 shares · 298 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @imonbanerjee6 @EmoryRadiology #mammography #diversity #MachineLearning https://t.co/T3Fh5dtHkA

Mar 20, 2023 · 4 likes · 2 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #diversity #AI https://t.co/JAXQWkFMe9

Mar 20, 2023 · 1 like · 18,827 followers View post →
Olivia
@_OliviaBot · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 19, 2023 · 4 shares · 1,005 followers View post →
doctorbased
@hippyMD · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 19, 2023 · 4 shares · 39 followers View post →
ISR Radiology
@ISR_Radiology · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 19, 2023 · 4 shares · 3,278 followers View post →
Araya in Summer ☀️☀️
@TopAray · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 19, 2023 · 4 shares · 2,082 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #BreastCancer #MachineLearning https://t.co/Yq9R1cLKm0

Mar 19, 2023 · 7 likes · 4 shares · 18,827 followers View post →
ConSorSyst_AI
@ConSorSyst_AI · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 18, 2023 · 1 share · 12 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @imonbanerjee6 @EmoryRadiology #EMBED #BreastCancer #diversity https://t.co/ybaXJubbGn

Mar 17, 2023 · 4 likes · 1 share · 18,827 followers View post →
Olivia
@_OliviaBot · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Mar 17, 2023 · 2 shares · 1,005 followers View post →
nazek_m80
@nazek_m80 · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Mar 17, 2023 · 2 shares · 298 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @HariTrivediMD @judywawira @ImonBanerjee6 Paywalls are frustrating! Access the article from your library: https://t.co/b4ij6twjpe Promote scholarly access when tweeting articles by simply adding https://t.co/SXSePSX5De to the DOI URL

Mar 17, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #mammography #diversity #MachineLearning https://t.co/grl89ZlBl1

Mar 17, 2023 · 5 likes · 2 shares · 18,827 followers View post →
nazek_m80
@nazek_m80 · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 16, 2023 · 1 share · 298 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @EmoryRadiology #tomosynthesis #diversity #AI https://t.co/nu6ql08Shs

Mar 15, 2023 · 4 likes · 1 share · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #mammography #AI https://t.co/PvNCror1ol

Mar 14, 2023 · 2 likes · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #tomosynthesis #diversity #MachineLearning https://t.co/2GEA5KoRfk

Mar 13, 2023 · 5 likes · 18,827 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @EmoryRadiology @HariTrivediMD @judywawira @ImonBanerjee6 Paywalls are frustrating! Access the article from your library: https://t.co/b4ij6twReM Promote scholarly access when tweeting articles by simply adding https://t.co/SXSePSXDsM to the DOI URL

Mar 12, 2023 · 556 followers View post →
Marcelo Oliveira
@oliveira_mc · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 12, 2023 · 1 share · 284 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #mammography #tomosynthesis #diversity https://t.co/4pXHUTMtoB

Mar 12, 2023 · 5 likes · 1 share · 18,827 followers View post →
Durgesh Dwivedi ✍
@durgeshdwivedi · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 12, 2023 · 1 share · 423 followers View post →
ulas bagci
@ulasbagci · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 11, 2023 · 2 shares · 773 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @EmoryRadiology @HariTrivediMD @judywawira @ImonBanerjee6 Get access rather than a paywall: https://t.co/b4ij6twjpe Add https://t.co/SXSePSX5De to the DOI URL when sharing articles to promote scholarly communication

Mar 11, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #tomosynthesis #diversity #ML https://t.co/gKmg3B2RQy

Mar 11, 2023 · 5 likes · 1 share · 18,827 followers View post →
John Mayfield, M.D., Ph.D., M.Sc.
@doctor_mayfield · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 10, 2023 · 2 shares · 1,944 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @EmoryRadiology #diversity #AI #MachineLearning https://t.co/r2YvTUB2Y3

Mar 10, 2023 · 13 likes · 2 shares · 18,827 followers View post →
John Mayfield, M.D., Ph.D., M.Sc.
@doctor_mayfield · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Mar 10, 2023 · 1 share · 1,944 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #mammography #AI #MachineLearning https://t.co/WolDPD0cO2

Mar 10, 2023 · 5 likes · 1 share · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #tomosynthesis #ML https://t.co/MLYwZJODiQ

Mar 9, 2023 · 7 likes · 18,827 followers View post →
Jerónimo Amador
@jamadorg · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 9, 2023 · 7 shares · 494 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @imonbanerjee6 @EmoryRadiology #tomosynthesis #diversity #AI https://t.co/J3HNyexknk

Mar 8, 2023 · 6 likes · 18,827 followers View post →
John Mayfield, M.D., Ph.D., M.Sc.
@doctor_mayfield · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Mar 7, 2023 · 1 share · 1,944 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #BreastCancer #mammography #tomosynthesis https://t.co/CPyPjfxoEy

Mar 7, 2023 · 8 likes · 1 share · 18,827 followers View post →
George Kolostoumpis
@gkolost · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @hari…

Mar 6, 2023 · 1 share · 2,087 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @haritrivedimd @judywawira @imonbanerjee6 #tomosynthesis #diversity #ML #STR2023 #ChestRad https://t.co/tO9E5odc6l

Mar 6, 2023 · 4 likes · 1 share · 18,827 followers View post →
Nobody
@askN0B0DY · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Mar 5, 2023 · 1 share · 1,163 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #BreastCancer #MachineLearning #STR2023 #ChestRad https://t.co/YPZ1QdNEuo

Mar 5, 2023 · 8 likes · 1 share · 18,827 followers View post →
Catz
@Catz15008838 · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares View post →
Debesh Jha
@debesh_jha · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares · 565 followers View post →
ulas bagci
@ulasbagci · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares · 773 followers View post →
Rakesh Mullick
@InsightViz · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares · 44 followers View post →
Daniel Petrini
@dpetrini · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares · 113 followers View post →
Samar Alshehri
@dr_samar_saad · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Mar 4, 2023 · 7 shares · 214 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #BreastCancer #diversity #AI https://t.co/L3WlKB3mXk

Mar 4, 2023 · 11 likes · 7 shares · 18,827 followers View post →
Don Draper
@ST_Sho · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @hari…

Mar 1, 2023 · 4 shares · 308 followers View post →
Judy Gichoya
@judywawira · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @hari…

Feb 27, 2023 · 4 shares · 6,706 followers View post →
George Kolostoumpis
@gkolost · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @hari…

Feb 27, 2023 · 4 shares · 2,087 followers View post →
Charles Kahn, MD
@cekahn · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @hari…

Feb 27, 2023 · 4 shares · 6,663 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @EmoryRadiology @HariTrivediMD @judywawira @ImonBanerjee6 Get access rather than a paywall: https://t.co/b4ij6twjpe Add https://t.co/SXSePSX5De to the DOI URL when sharing articles to promote scholarly communication

Feb 27, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMvXfg @haritrivedimd @judywawira @imonbanerjee6 #EMBED #mammography #diversity #SAR2023 #AbdRad https://t.co/smoZbz6EoY

Feb 27, 2023 · 12 likes · 4 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #tomosynthesis #diversity https://t.co/sYH4BkSYlr

Feb 1, 2023 · 1 like · 18,827 followers View post →
Tobi Adejumo
@themavencoder · X

RT @HariTrivediMD: Accompanying paper with full dataset description for 110k women, 375k exams, 3.4M images, and 60,000 lesion ROIs with gr…

Jan 31, 2023 · 1 share · 630 followers View post →
Hari Trivedi
@HariTrivediMD · X

Accompanying paper with full dataset description for 110k women, 375k exams, 3.4M images, and 60,000 lesion ROIs with ground truth pathologic outcomes and imaging descriptors in @Radiology_AI https://t.co/k9735FO06c

Jan 31, 2023 · 7 likes · 1 share · 620 followers View post →
George Kolostoumpis
@gkolost · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Jan 30, 2023 · 1 share · 2,087 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @judywawira @ImonBanerjee6 @EmoryRadiology Help your colleagues avoid a paywall by accessing the article from their libraries: https://t.co/b4ij6twjpe Simply add https://t.co/SXSePSX5De to the DOI URL when sharing articles on Twitter and everywhere else!

Jan 30, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #EMBED #mammography #AI https://t.co/iSvdea8av4

Jan 30, 2023 · 1 like · 1 share · 18,827 followers View post →
Khalid Shaikh
@khalidaffaan · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Jan 29, 2023 · 2 shares · 456 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Jan 29, 2023 · 2 shares · 1,957 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @HariTrivediMD @judywawira @EmoryRadiology Help your colleagues avoid a paywall by accessing the article from their libraries: https://t.co/b4ij6twjpe Simply add https://t.co/SXSePSX5De to the DOI URL when sharing articles on Twitter and everywhere else!

Jan 29, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @EmoryRadiology #EMBED #BreastCancer #AI https://t.co/9LOZLeGvy2

Jan 29, 2023 · 6 likes · 2 shares · 18,827 followers View post →
José Tamez
@jtamezpena · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images https://t.co/0MiQHLcZgY

Jan 28, 2023 · 170 followers View post →
José Tamez
@jtamezpena · X

RT @Radiology_AI: The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammograp…

Jan 28, 2023 · 1 share · 170 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @judywawira @ImonBanerjee6 @EmoryRadiology Access the paywalled article from your library: https://t.co/b4ij6twjpe Promote scholarly access to content by simply adding https://t.co/SXSePSX5De to the DOI URL

Jan 28, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #EMBED #tomosynthesis #diversity https://t.co/8VqZI1zyUc

Jan 28, 2023 · 7 likes · 1 share · 18,827 followers View post →
George Kolostoumpis
@gkolost · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 27, 2023 · 2 shares · 2,087 followers View post →
Nabile Safdar
@nsafdar · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 27, 2023 · 2 shares · 1,151 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @EmoryRadiology @HariTrivediMD @judywawira @ImonBanerjee6 Paywalls are frustrating! Access the article from your library: https://t.co/b4ij6twjpe Promote scholarly access when tweeting articles by simply adding https://t.co/SXSePSX5De to the DOI URL

Jan 27, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #diversity #AI https://t.co/NLd5Zafkdj

Jan 27, 2023 · 10 likes · 2 shares · 18,827 followers View post →
Ene
@ene3112 · X

RT @salvasapedraza: The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic…

Jan 25, 2023 · 1 share · 2,117 followers View post →
Salvador Pedraza
@salvasapedraza · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4 Million Screening and Diagnostic Mammographic Images https://t.co/DCLM8SmZS3 https://t.co/Loa4P4Z5jf

Jan 25, 2023 · 1 share · 6,513 followers View post →
reda_rad
@Reda_rad · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 25, 2023 · 2 shares · 251 followers View post →
LibKey
@libkey_io · X

@Radiology_AI @EmoryRadiology @HariTrivediMD @judywawira @ImonBanerjee6 Get access rather than a paywall: https://t.co/b4ij6twjpe Add https://t.co/SXSePSX5De to the DOI URL when sharing articles to promote scholarly communication

Jan 25, 2023 · 556 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #tomosynthesis #diversity https://t.co/HcRiAi2uVS

Jan 25, 2023 · 12 likes · 2 shares · 18,827 followers View post →
Judy Gichoya
@judywawira · X

@suchisaria We just released the embed breast dataset - https://t.co/pCrBBFPF9K and are focused on prospective validation with @HariTrivediMD @hiti_lab

Jan 22, 2023 · 6 likes · 6,706 followers View post →
Subomi Omoleye
@o_subomi · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 17, 2023 · 4 shares · 616 followers View post →
E
@missevren · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 16, 2023 · 4 shares · 713 followers View post →
Judy Gichoya
@judywawira · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 14, 2023 · 4 shares · 6,706 followers View post →
Mert R. Sabuncu
@mertrory · X

RT @Radiology_AI: 20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @hari…

Jan 14, 2023 · 4 shares · 5,677 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

20% of @EmoryRadiology Breast Imaging Dataset dataset will be freely available for research https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #mammography #diversity #MachineLearning https://t.co/eIbQmVRwJO

Jan 14, 2023 · 31 likes · 4 shares · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

The EMory BrEast Imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.4M Screening and Diagnostic Mammographic Images https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #tomosynthesis #diversity #AI https://t.co/9RD6RTo1CK

Jan 13, 2023 · 2 likes · 18,827 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #EMBED #tomosynthesis #diversity https://t.co/TqgrRhY10H

Jan 12, 2023 · 2 likes · 18,827 followers View post →
George Kolostoumpis
@gkolost · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Jan 11, 2023 · 4 shares · 2,087 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

@EmoryRadiology Breast Imaging Dataset (EMBED) offers equal representation of images from Black and White women https://t.co/DGjXZMwv4O @haritrivedimd @judywawira @imonbanerjee6 #BreastCancer #mammography #diversity https://t.co/LrDSifZvWV

Jan 11, 2023 · 1 like · 18,827 followers View post →
Felipe Kitamura
@FelipeKitamura · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Jan 11, 2023 · 4 shares · 1,957 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Jan 9, 2023 · 4 shares · 18,827 followers View post →
José Tamez
@jtamezpena · X

RT @Radiology_AI: Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients htt…

Jan 9, 2023 · 4 shares · 170 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

Racially diverse #breast imaging data: 3.4 million 2D and DBT screening and diagnostic mammograms of 116,000 patients https://t.co/DGjXZMwv4O @judywawira @imonbanerjee6 @EmoryRadiology #EMBED #BreastCancer #diversity https://t.co/ofWEkZr9nH

Jan 9, 2023 · 13 likes · 4 shares · 18,827 followers View post →
fly51fly
@fly51fly · X

[CV] The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms J J. Jeong, B L. Vey, A Reddy... [Emory University & Georgia Institute of Technology...] (2022) https://t.co/tRAZJBU8dB #MachineLearning #ML #AI #CV https://t.co/2KsVzAnn56

Feb 12, 2022 · 1 like · 1 share · 7,873 followers View post →
Steven Edwards
@stephenwithavee · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms https://t.co/QFloJGt9jp

Feb 11, 2022 · 215 followers View post →
usagisan2020
@usagisan2020 · X

RT @arXiv_Daily: The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms…

Feb 10, 2022 · 4 shares · 856 followers View post →
Raman Dutt
@RamanDutt4 · X

RT @arXiv_Daily: The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms…

Feb 10, 2022 · 4 shares · 1,324 followers View post →
RAxbot
@rax_bot · X

@arXiv_Daily @RamanDutt4 This link pretty much sums the papers! What would be interesting is to explore the detailed analysis of this paper: The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic... https://t.co/z5LibkaEQ2

Feb 10, 2022 · 127 followers View post →
arXiv Daily
@Arxiv_Daily · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms https://t.co/4wAe2MrnGX by Jiwoong J. Jeong et al. including @RamanDutt4 #ArtificialIntelligence #ComputerScience

Feb 10, 2022 · 4 likes · 4 shares · 48,946 followers View post →
Alaa Youssef
@Alaa_Youssef92 · X

Amazing to see the release of diverse dataset

Feb 10, 2022 · 1 like · 589 followers View post →
yappie
@yapp1e · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms. (arXiv:2202.04073v1 [eess.IV]) https://t.co/nyhw9rlZJd Developing and validating artificial intelligence models in medical imaging requires datasets that…

Feb 10, 2022 · 1 like · 1 share · 68 followers View post →
Arxiv Bot
@BotArxiv · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and Diagnostic Mammograms #ElectricalEngineering #engineering #arxiv https://t.co/wdAALYFP62

Feb 10, 2022 · 40 followers View post →
arXiv reaDer bot (cs-CV)
@arXiv_reaDer · X

The EMory BrEast imaging Dataset (EMBED): A Racially Diverse, Granular Dataset of 3.5M Screening and ... EMory BrEastイメージングデータセット(EMBED):3.5Mスクリーニングおよび診断マンモグラムの人種的に多様な粒状データセット arXiv: https://t.co/4qOD4EPhn2 https://t.co/8ai5F67wNo

Feb 10, 2022 · 388 followers View post →