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Eur Radiol March 2023 PMID 36282312

Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative.

Gaia Spadarella, Arnaldo Stanzione, Tugba Akinci D'Antonoli, Anna Andreychenko, Salvatore Claudio Fanni, Lorenzo Ugga, Elmar Kotter, Renato Cuocolo

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Mentions

56
Peak: 18 in Oct 2022
across 3 sources since Oct 2022

Extended reach

55,802
potential audience

Total likes

89

Video views

371

Mentions per month

Oct 2022 – Jul 2024

Where it's discussed

  • X / Twitter51 posts
  • YouTube3 videos
  • News2 articles

AI synopsis

What people are saying

The discussions reflect strong support for the review's insights, with mentions of its potential to enhance research standards and promote external auditing, as seen in comments about development of assessment tools and the significance of the findings. The tone is professional and optimistic, using phrases like 'hopefully' and referencing the review's role in raising awareness about current limitations.

AgreementModerate agreement

Most discussions acknowledge the value of the systematic review and its emphasis on improving radiomics research quality.

InterestHigh interest

Many posts express curiosity and appreciation for the comprehensive review, especially highlighting the importance of quality assessment tools.

EngagementModerate engagement

Posts show moderate engagement by sharing links, retweets, and commenting on the role of external audits and research improvements.

ImpactModerate impact

Participants seem to believe the review can influence future research practices and awareness within radiomics, but mostly from an academic perspective.

Abstract in brief

  • This systematic review analyzed 44 studies to evaluate the use of the Radiomics Quality Score (RQS) in radiomics research, finding generally low and consistent quality across different medical imaging applications.
  • The study highlights that current radiomics research often faces issues with reproducibility and methodological quality, regardless of the specific clinical area or imaging technique used.
  • While RQS can help improve future research designs, there is a need for developing more reliable assessment tools to keep pace with the evolving field of radiomics.
Read the full abstract

Top posts

Most liked on X and Bluesky
Renato Cuocolo
@renatocuocolo · X

The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature): a systematic review of all #Radiomics Quality Score-based papers. Hopefully it can increase awareness of current common limitations. https://t.co/MgFNnn3jGq

Oct 25, 2022 · 25 likes · 13 shares · 425 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 14, 2023 · 24 likes · 5 shares · 1,700 followers View post →
EUSOBI
@EUSOBIyc · X

Mar 24, 2023 · 11 likes · 5 shares · 1,700 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 14, 2023 · 8 likes · 3 shares · 1,700 followers View post →
European Radiology
@EurRadiology · X

Feb 23, 2023 · 6 likes · 6 shares · 3,516 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 28, 2023 · 6 likes · 4 shares · 1,700 followers View post →

All mentions

European Radiology
@EurRadiology · X

Furthermore, the article suggests that external auditing, alongside the standard #PeerReview process, can provide valuable insights

Jul 24, 2024 · 3,516 followers View post →
EuSoMII
@EuSoMII · X

RT @mad_rad_007:

May 31, 2024 · 1 share · 1,990 followers View post →
Matthias Dietzel, Prof. Dr., MD, MHBA
@mad_rad_007 · X

May 30, 2024 · 3 likes · 1 share · 261 followers View post →
Renato Cuocolo
@renatocuocolo · X

RT @EurRadiology: @StanzioneMD @elmar_kotter @renatocuocolo @EuSoMII #EuropeanRadiology #RadiologyAndBeyond

May 15, 2024 · 1 share · 425 followers View post →
European Radiology
@EurRadiology · X

@StanzioneMD @elmar_kotter @renatocuocolo @EuSoMII #EuropeanRadiology #RadiologyAndBeyond

May 15, 2024 · 4 likes · 1 share · 3,516 followers View post →
EuSoMII
@EuSoMII · X

RT @EUSOBIyc:

Apr 28, 2023 · 4 shares · 1,990 followers View post →
D. Pinto dos Santos
@pintodrad · X

RT @EUSOBIyc:

Apr 28, 2023 · 4 shares · 1,027 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @EUSOBIyc:

Apr 28, 2023 · 4 shares · 232 followers View post →
Renato Cuocolo
@renatocuocolo · X

RT @EUSOBIyc:

Apr 28, 2023 · 4 shares · 425 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 28, 2023 · 6 likes · 4 shares · 1,700 followers View post →
Elmar Kotter
@elmar_kotter · X

RT @EUSOBIyc:

Apr 15, 2023 · 5 shares · 463 followers View post →
ESUR Junior Network
@ESUR_JN · X

RT @EUSOBIyc:

Apr 15, 2023 · 5 shares · 1,162 followers View post →
Valeria Romeo
@ValeriaRomeoMD · X

RT @EUSOBIyc:

Apr 15, 2023 · 5 shares · 23 followers View post →
Elmar Kotter
@elmar_kotter · X

RT @EUSOBIyc:

Apr 14, 2023 · 3 shares · 463 followers View post →
Renato Cuocolo
@renatocuocolo · X

RT @EUSOBIyc:

Apr 14, 2023 · 5 shares · 425 followers View post →
EuSoMII
@EuSoMII · X

RT @EUSOBIyc:

Apr 14, 2023 · 5 shares · 1,990 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 14, 2023 · 24 likes · 5 shares · 1,700 followers View post →
Matthias Dietzel, Prof. Dr., MD, MHBA
@mad_rad_007 · X

RT @EUSOBIyc:

Apr 14, 2023 · 3 shares · 261 followers View post →
Arnaldo Stanzione
@StanzioneMD · X

RT @EUSOBIyc:

Apr 14, 2023 · 3 shares · 177 followers View post →
EUSOBI
@EUSOBIyc · X

Apr 14, 2023 · 8 likes · 3 shares · 1,700 followers View post →
Renato Cuocolo
@renatocuocolo · X

RT @EUSOBIyc:

Mar 31, 2023 · 5 shares · 425 followers View post →
Matthias Dietzel, Prof. Dr., MD, MHBA
@mad_rad_007 · X

RT @EUSOBIyc:

Mar 28, 2023 · 5 shares · 261 followers View post →
Paola Clauser
@paolaclauser · X

RT @EUSOBIyc:

Mar 27, 2023 · 5 shares · 300 followers View post →
EuSoMII
@EuSoMII · X

RT @EUSOBIyc:

Mar 25, 2023 · 5 shares · 1,990 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @EUSOBIyc:

Mar 24, 2023 · 5 shares · 232 followers View post →
EUSOBI
@EUSOBIyc · X

Mar 24, 2023 · 11 likes · 5 shares · 1,700 followers View post →
Valeria Romeo
@ValeriaRomeoMD · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 23 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 232 followers View post →
Arnaldo Stanzione
@StanzioneMD · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 177 followers View post →
Renato Cuocolo
@renatocuocolo · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 425 followers View post →
D. Pinto dos Santos
@pintodrad · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 1,027 followers View post →
EuSoMII
@EuSoMII · X

RT @ESR_Journals:

Feb 23, 2023 · 6 shares · 1,990 followers View post →
European Radiology
@EurRadiology · X

Feb 23, 2023 · 6 likes · 6 shares · 3,516 followers View post →
Luca Russo
@lrusso_md · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 279 followers View post →
ESUR Junior Network
@ESUR_JN · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 1,162 followers View post →
Radiologia Genitourinària Hospital Clínic BCN
@RadiologiaBcn · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 3,086 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @digitalhealthev: Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative. https:/…

Oct 26, 2022 · 2 shares · 232 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @digitalhealthev: Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative. https:/…

Oct 26, 2022 · 2 shares · 6,712 followers View post →
Digital Health Evidence
@digitalhealthev · X

Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative. https://t.co/N02WaSMoyJ

Oct 26, 2022 · 2 shares · 208 followers View post →
omu_radiology_bot
@omuradiologybot · X

Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative. #EurRadiol https://t.co/4yp9ZtL1Ia

Oct 26, 2022 · 21 followers View post →
Arnaldo Stanzione
@StanzioneMD · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 177 followers View post →
EuSoMII
@EuSoMII · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 1,990 followers View post →
Roberto Cannella
@cannella_rob · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 1,465 followers View post →
Lorenzo Ugga
@lorenzo_ugga · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 125 followers View post →
D. Pinto dos Santos
@pintodrad · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 26, 2022 · 13 shares · 1,027 followers View post →
Tugba Akinci D'Antonoli
@Tugba_Akinci_MD · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 25, 2022 · 13 shares · 670 followers View post →
Ankush Jajodiaᅠᅠᅠᅠᅠᅠᅠᅠ
@ankushjaj · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 25, 2022 · 13 shares · 759 followers View post →
Carlos Carnelli, MD
@carnellicarlos · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 25, 2022 · 13 shares · 241 followers View post →
RadiomicsBot
@RadiomicsBot · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 25, 2022 · 13 shares · 232 followers View post →
Martina Pecoraro
@Mart_Pecoraro · X

RT @renatocuocolo: The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature…

Oct 25, 2022 · 13 shares · 225 followers View post →
Renato Cuocolo
@renatocuocolo · X

The first (#OpenAccess) paper from the @EuSoMII Radiomics Auditing Group is now online on @ESR_Journals (@SpringerNature): a systematic review of all #Radiomics Quality Score-based papers. Hopefully it can increase awareness of current common limitations. https://t.co/MgFNnn3jGq

Oct 25, 2022 · 25 likes · 13 shares · 425 followers View post →