Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence.

Nikolas Lessmann, Clara I Sánchez, Ludo Beenen, Luuk H Boulogne, Monique Brink, Erdi Calli, Jean-Paul Charbonnier, Ton Dofferhoff, Wouter M van Everdingen, Paul K Gerke, Bram Geurts, Hester A Gietema, Miriam Groeneveld, Louis van Harten, Nils Hendrix

January 2021 Radiology

Synopsis of Social media discussions

The discussions frequently highlight the technological advancement represented by the AI system’s ability to automatically assess lung severity scores, with phrases like 'high diagnostic performance' and 'help develop the CO-RADS-AI algorithm.' The tone combines technical appreciation and optimism for its clinical utility, reflecting a shared belief in its potential impact but also an analytical approach to its implications.

A
Agreement
 Moderate agreement

Most discussions are supportive of the research, emphasizing its usefulness and promising results, reflected in phrases like 'high diagnostic performance' and 'help develop the CO-RADS-AI algorithm.'

I
Interest
 High level of interest

Posts demonstrate strong curiosity, with enthusiasm expressed through terms like 'new,' 'automated assessment,' and hashtags highlighting AI and radiology, indicating relevance and engagement.

E
Engagement
 High engagement

Several comments delve into specific elements such as AI algorithms, CO-RADS classification, and clinical applications, showing deep interest and technical discussion.

I
Impact
 Moderate level of impact

Participants recognize the potential significance of the research for improving rapid diagnostics, although some remain cautious about implementation, suggesting it could be a transformative tool but not yet universally impactful.

Social Mentions

YouTube

2 Videos

Facebook

4 Posts

Twitter

33 Posts

News

2 Articles

Metrics

Video Views

15,494

Total Likes

198

Extended Reach

198,966

Social Features

41

Timeline: Posts about article

Top Social Media Posts

Posts referencing the article

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4,208 views

  • Tim Leiner
    @MLandDL_papers (Twitter)

    Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence. https://t.co/mRZeYOLTqF
    view full post

    January 23, 2021

  • AI Bot
    @Artificialbra1n (Twitter)

    RT @e_Radiologia: [Original Research] Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients S…
    view full post

    January 13, 2021

    1

  • e-Radiologia
    @e_Radiologia (Twitter)

    [Original Research] Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence - https://t.co/v7XEpQKd3E https://t.co/DsCDlibWW6
    view full post

    January 7, 2021

    1

  • Thirona
    @ThisIsThirona (Twitter)

    Thirona's software was used to help develop the CO-RADS-AI algorithm which is used to assess CO-RADS and COVID-19 related lobar severity scores on thoracic CT scans. CO-RADS is a classification system for COVID-19 infection. https://t.co/0G00gdKHuK
    view full post

    September 8, 2020

  • urbansqr
    @urbansqr (Twitter)

    RT @FraunhoferMEVIS: New @radiology_rsna paper on automated assessment of CO-RADS and #chest #CT severity with MEVIS contributions: https:/…
    view full post

    August 11, 2020

    1

  • Fraunhofer MEVIS
    @FraunhoferMEVIS (Twitter)

    New @radiology_rsna paper on automated assessment of CO-RADS and #chest #CT severity with MEVIS contributions: https://t.co/TZDY3eFOUa #DeepLearning #AI #Lung #COVID19 https://t.co/MTB1unv5WV
    view full post

    August 11, 2020

    1

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  • Tim Leiner
    @MLandDL_papers (Twitter)

    Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence. https://t.co/mRZeYP3uid
    view full post

    August 1, 2020

  • Rene Kanza MD,PhD
    @ReneKanza (Twitter)

    Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence | Radiology https://t.co/6NSHj69N3S
    view full post

    July 31, 2020

    1

  • Carlos Cano Espinosa
    @ccanoespinosa (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Kiran Vaidhya Venkadesh
    @kiranvaidhya93 (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Ivana Isgum
    @ivanaisgum (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • الـفيزياء الطبيـة☢
    @aleneziahmed1 (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Erica Tirr (@ericatirr.bsky.social)
    @erica_tirr (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Brian Wells
    @bwells80 (Twitter)

    #RT @ctisus: RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence. https://t.co/Ye1qjFvc8L #ChestRad #ThoracicImaging #CTR… https://t.co/D0a0wiI43S
    view full post

    July 31, 2020

  • hscott61
    @hscott61 (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Elliot K Fishman / CTisus.com
    @ctisus (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Mendez Verastegui
    @ch_mendezv (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 31, 2020

    17

  • Elesfenoides
    @Elesfenoides (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
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    July 31, 2020

    17

  • moving from X
    @KI_in_med (Twitter)

    Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected #COVID19 Using Artificial Intelligence | Radiology https://t.co/jFjsp5oEcE
    view full post

    July 31, 2020

  • Oncology & Machine Learning
    @MlOncology (Twitter)

    Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence https://t.co/pq5uiRWyM6
    view full post

    July 31, 2020

  • Zewei Zhang
    @adolphcool (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 30, 2020

    17

  • Dra Valentina Ochoa
    @resonarte_8a (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 30, 2020

    17

  • zahifayad
    @zahifayad (Twitter)

    RT @radiology_rsna: Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspe…
    view full post

    July 30, 2020

    17

  • Radiology
    @radiology_rsna (Twitter)

    Published today in @radiology_rsna: Automated Assessment of CO-RADS and Chest CT Severity Scores in Patients with Suspected COVID-19 Using Artificial Intelligence. https://t.co/mnHZYNXCQp #ChestRad #ThoracicImaging #CTRad #COVID19 https://t.co/EquRg0YXWT
    view full post

    July 30, 2020

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  • Cheems es mi pastor
    @alterangel (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • Dra. Luisa Vera
    @lameliav (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • AuntMinnie.com
    @AuntMinnie (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • lovianettesherry
    @medicalsherry (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • Linda Tutty
    @LindaTutty (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • Dr Moises Vasquez Gijon
    @movagijon83 (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • manuelfconcha56@gmail.com
    @manuelfconcha56 (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • Suely Fazio Ferraciolli
    @FazioSuely (Twitter)

    RT @RadiologyEditor: RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT…
    view full post

    July 30, 2020

    23

  • @RadiologyEditor
    @RadiologyEditor (Twitter)

    RADIOLOGY: CORADS-AI correctly identified #COVID19 positive patients with high diagnostic performance from chest CT https://t.co/an1zjFNNUq #RADIOLOGY @radiology_rsna https://t.co/pSyix1UHE8
    view full post

    July 30, 2020

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Abstract Synopsis

  • The study describes the development and validation of an AI system that analyzes chest CT scans to quickly identify COVID-19 infections and assess their severity, helping in faster triage when viral test results are delayed.
  • The AI uses deep learning algorithms to automatically segment lung lobes, assign suspicion scores (CORADS), and estimate the extent of lung involvement, achieving high accuracy in differentiating COVID-19 cases in both internal and external patient groups.
  • The system's performance closely matches that of eight human experts, demonstrating strong potential as a reliable tool for rapid COVID-19 diagnosis and severity assessment using chest CT scans.]