September 2023 PMID 37668522

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme.

Yan Chen, Adnan G Taib, Iain T Darker, Jonathan J James

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Mentions

114
Peak: 12 in Sep 2023
across 5 sources since Sep 2023

Extended reach

78,102
potential audience

Total likes

37

Video views

408

Mentions per month

Sep 2023 – Apr 2024

Where it's discussed

  • News93 articles
  • X / Twitter13 posts
  • Blogs4 articles
  • YouTube2 videos
  • Facebook2 posts

AI synopsis

What people are saying

Participants show strong agreement with the article’s conclusion that AI can match human performance, with comments like ‘AI comparable to humans’ and ‘may provide a model for testing AI in practice.’ The tone suggests high interest and moderate engagement, focusing on the implications for future screening, though some concerns are raised about patient communication and ethical considerations.

AgreementModerate agreement

Most discussions acknowledge the study's findings that AI performs comparably to human radiologists, showing general agreement on its validity.

InterestHigh interest

Posts display high interest by emphasizing the importance of the research and potential applications in clinical practice.

EngagementModerate engagement

Several comments delve into specific performance metrics, such as specificity and AI's potential, indicating active engagement.

ImpactModerate impact

The discussions highlight the significance of the study for future breast cancer screening, emphasizing its potential to influence clinical protocols.

Abstract in brief

  • The study compares how well a commercial AI algorithm and human readers perform in detecting breast cancer using the PERFORMS mammographic screening scheme, finding no significant difference in overall accuracy (AUC) between AI and humans.
  • When applying standard thresholds, the AI had higher specificity (fewer false positives) but similar sensitivity to humans; however, the study couldn't confirm they are statistically equivalent due to limited test size.
  • Overall, the AI demonstrated comparable diagnostic performance to human readers in this context, suggesting potential for AI to assist or augment breast cancer screening.]

Top posts

Most liked on X and Bluesky
Jonathan James
@drjonjames · X

Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess readers in the UK breast screening programme. May provide a model for the testing of #AI deployed in clinical practice @radiology_rsna https://t.co/9WddLnpb7i

Sep 6, 2023 · 11 likes · 4 shares · 350 followers View post →
Radiology
@radiology_rsna · X

Normally used to assess the performance of human readers, the Personal Performance in Mammographic Screening (PERFORMS) scheme was used to evaluate the performance of an AI detection algorithm in this study by Chen et al. https://t.co/SVH2ORBZou https://t.co/NEitXLJItU

Sep 8, 2023 · 9 likes · 2 shares · 60,063 followers View post →
arjunnair
@lungradiologist · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology Amazing hugely important work from ⁦@DrYanChen7⁩ and colleagues

Sep 6, 2023 · 5 likes · 2 shares · 731 followers View post →
Salvador Pedraza
@salvasapedraza · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology https://t.co/3EZ1jhrgoa https://t.co/y8MMKS5fZl

Sep 9, 2023 · 1 like · 6,516 followers View post →
Salvador Pedraza
@salvasapedraza · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology https://t.co/3EZ1jhrgoa https://t.co/NacJXLeZkz

Oct 2, 2023 · 1 like · 6,516 followers View post →
Amrita Kumar
@DrAmritaKumar · X

RT @drjonjames: Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess rea…

Sep 6, 2023 · 4 shares · 1,054 followers View post →

All mentions

Saichy E. Diaz C.
@UltrasoundBySai · X

A mi me sigue preocupando no el uso de la AI y su veracidad en la detección del cáncer de mama sino la comunicación de una información tan sensible al paciente sin un circuito bien establecido con humanidad y cercanía al paciente. #radiologiademama https://t.co/0oNUIuy7iy

Jan 8, 2024 · 935 followers View post →
Salvador Pedraza
@salvasapedraza · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology https://t.co/3EZ1jhrgoa https://t.co/NacJXLeZkz

Oct 2, 2023 · 1 like · 6,516 followers View post →
Salvador Pedraza
@salvasapedraza · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology https://t.co/3EZ1jhrgoa https://t.co/y8MMKS5fZl

Sep 9, 2023 · 1 like · 6,516 followers View post →
Radiology
@radiology_rsna · X

Normally used to assess the performance of human readers, the Personal Performance in Mammographic Screening (PERFORMS) scheme was used to evaluate the performance of an AI detection algorithm in this study by Chen et al. https://t.co/SVH2ORBZou https://t.co/NEitXLJItU

Sep 8, 2023 · 9 likes · 2 shares · 60,063 followers View post →
Muhammad Kamal
@MuhammadKSalem1 · X

RT @drjonjames: Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess rea…

Sep 6, 2023 · 4 shares · 165 followers View post →
Jonathan James
@drjonjames · X

RT @lungradiologist: Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme…

Sep 6, 2023 · 2 shares · 350 followers View post →
Yan
@DrYanChen7 · X

RT @lungradiologist: Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme…

Sep 6, 2023 · 2 shares · 59 followers View post →
Yan
@DrYanChen7 · X

RT @drjonjames: Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess rea…

Sep 6, 2023 · 4 shares · 59 followers View post →
arjunnair
@lungradiologist · X

Performance of a Breast Cancer Detection AI Algorithm Using the Personal Performance in Mammographic Screening Scheme | Radiology Amazing hugely important work from ⁦@DrYanChen7⁩ and colleagues

Sep 6, 2023 · 5 likes · 2 shares · 731 followers View post →
Amrita Kumar
@DrAmritaKumar · X

RT @drjonjames: Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess rea…

Sep 6, 2023 · 4 shares · 1,054 followers View post →
Adnan Taib
@Mr_A_GT · X

RT @drjonjames: Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess rea…

Sep 6, 2023 · 4 shares · 112 followers View post →
Jonathan James
@drjonjames · X

Performance of #AI comparable to humans when reading test sets from a quality assurance scheme #PERFORMS used to assess readers in the UK breast screening programme. May provide a model for the testing of #AI deployed in clinical practice @radiology_rsna https://t.co/9WddLnpb7i

Sep 6, 2023 · 11 likes · 4 shares · 350 followers View post →
Ken Harris | Chief AI Officer
@kharrisCellMed · X

Performance of a Breast Cancer Detection AI Algorithm Meets/Exceeds Radiologist Reads - and, specificity was better with AI | Radiology https://t.co/aXP5geVS3Y

Sep 5, 2023 · 728 followers View post →