PubHawk
January 2020 PMID 31894144

International evaluation of an AI system for breast cancer screening.

Scott Mayer McKinney, Marcin Sieniek, Varun Godbole, Jonathan Godwin, Natasha Antropova, Hutan Ashrafian, Trevor Back, Mary Chesus, Greg S Corrado, Ara Darzi, Mozziyar Etemadi, Florencia Garcia-Vicente, Fiona J Gilbert, Mark Halling-Brown, Demis Hassabis

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Mentions

526
Peak: 94 in Jan 2020
across 7 sources since Jan 2020

Extended reach

348,461
potential audience

Total likes

174

Video views

1,830

Mentions per month

Jan 2020 – Aug 2025

Where it's discussed

  • News315 articles
  • X / Twitter124 posts
  • Blogs59 articles
  • Facebook12 posts
  • Reddit11 posts
  • Bluesky3 posts
  • YouTube2 videos

AI synopsis

What people are saying

The overall discussions reflect a positive reception, with phrases like 'AI outperforming humans' and 'potential to save lives' showing excitement and belief in the importance of this research. The tone is supportive, often citing external sources and emphasizing technological advancements, which contributes to the high agreement and impact scores.

AgreementStrong agreement

Most discussions agree that the AI system shows strong performance and potential benefits, supporting the positive view of the publication.

InterestModerate interest

Posts demonstrate moderate interest, mentioning the study and its implications, but they tend to focus on support rather than deep analysis or critique.

EngagementModerate engagement

Comments reference the article with some depth, mentioning aspects like performance and ethical considerations, though they are mostly superficial rather than detailed discussions.

ImpactHigh impact

Many posts highlight the significance of the AI system's performance, emphasizing its potential to improve diagnostics and reduce workload, indicating high perceived impact.

Abstract in brief

  • The AI system for breast cancer screening significantly reduces false positives (by up to 57%) and false negatives (up to 94%) in clinical settings, outperforming human radiologists.
  • The system demonstrates strong generalizability from UK to USA datasets and outperforms average radiologists with an area under the curve (AUC) that is 1.15 points higher, indicating more accurate predictions.
  • In simulations mimicking double-reading processes, the AI maintained high performance and decreased the workload of second radiologists by 88%, suggesting potential to improve screening efficiency and decision accuracy.]
Read the full abstract

Top posts

Most liked on X and Bluesky
Haruhiko Okumura
@h_okumura · X

AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME https://t.co/4zLFH6Yky2

Jan 1, 2020 · 62 likes · 27 shares · 37,804 followers View post →
Lorena Barba @labarba@fosstodon.org
@LorenaABarba · X

A group of concerned researchers, including @bhaibeka and @michaelhoffman, publishes a comment in Nature: "the absence of sufficiently documented methods and computer code underlying the study effectively undermines its scientific value" https://t.co/CozUkim3rn

Oct 28, 2020 · 8 likes · 4 shares · 9,321 followers View post →
Olivier Saint-Lary
@PIFOP · X

A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an AI system for breast cancer screening. Nature 577, 89–94 (2020) https://t.co/9zqRW5YDDO

Jan 7, 2020 · 8 likes · 6 shares · 1,010 followers View post →
Andy Wilinski
@andy_wilinski · X

Diagnozy medyczne AI: W 2020 w „Nature” opisano („International evaluation of an AI system for breast cancer screening”) program diagnozujący raka z dokładnością zbliżoną do diagnostów, a niekiedy ich przewyższający. Tak, że lekarz to wymierający zawód. https://t.co/25BpEXh8tE https://t.co/EYsUlpvCCw

Dec 4, 2021 · 6 likes · 1 share · 6,695 followers View post →
Lauren Oakden-Rayner
@DrLaurenOR · X

Their letter is about a study from @GoogleHealth titled "International evaluation of an AI system for breast cancer screening." It's good work. Importantly for this discussion, it is a model *evaluation* study, not a model *development* study. https://t.co/vM7F5x1IT5 2/12

Oct 16, 2020 · 5 likes · 1 share · 6,553 followers View post →
BioDecoded
@BioDecoded · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/3l3mlGAaAv https://t.co/OsqhKd3vlD https://t.co/i1SJSazJqt #BreastCancer #AI https://t.co/r2UXN02xDq

Jan 6, 2020 · 4 likes · 8,881 followers View post →

All mentions

keithbostic.bsky.social
@keithbostic.bsky.social · Bluesky

I don't understand "dystopian". Humans should create tools in order to improve on human performance. Here's one example of AI outperforming humans in an area of diagnostics. And wouldn't it be unethical to not use the tools, if they're better? pubmed.ncbi.nlm.nih.gov/31894144/

Aug 28, 2025 · 2 shares View post →
Ben
@bcas98.bsky.social · Bluesky

pubmed.ncbi.nlm.nih.gov/29777175/ pubmed.ncbi.nlm.nih.gov/31894144/ I'm not an expert, but I also know someone who works higher up in a hospital who says the same things.

May 30, 2025 · 1 like View post →
Le Croissant
@nik_kise · X

"Система штучного інтелекту точно прогнозує, виключно на основі мамограм, чи буде у пацієнта позитивний результат біопсії на рак молочної залози. Вона робить це точніше, ніж окремі фахівці, з нижчими показниками хибнопозитивних результатів." https://t.co/EZw3gvQiWC https://t.co/5s7XqZiMdj https://t.co/11N7y9Sz7X

May 16, 2025 · 60 followers View post →
C V A Marosa
@cvamarosa · X

[2] McKinney, S. M., Sieniek, M., Godbole, V., Godwin, J., Antropova, N., Ashrafian, H., ... & Etemadi, M. (2020). International evaluation of an AI system for breast cancer screening. Nature, 577(7788), 89-94.

Apr 3, 2023 · 2 likes · 2,559 followers View post →
R.KSingh
@RKSingh18587012 · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/NDr2cRkAeC

Mar 5, 2023 · 16 followers View post →
Dataemia
@Dataemia · X

International evaluation of an AI system for breast cancer screening - https://t.co/DDWg2Ttjpv

Nov 1, 2022 · 963 followers View post →
Research & Science
@Res_and_science · X

Can breast cancer be surely predicted by using AI? Check this out in: International evaluation of an AI system for breast cancer screening https://t.co/RzAKY4vD80 https://t.co/8XhOy0et4v

Oct 23, 2022 · 187 followers View post →
Mars Pioneer
@MarsPioneer · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/Nt9TYWYSYA

Aug 23, 2022 · 1,484 followers View post →
Marcus Kennedy
@kennedymarcus · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/FNd78DgBrp

Mar 9, 2022 · 448 followers View post →
Marcin
@Marcin_Si · X

RT @andy_wilinski: Diagnozy medyczne AI: W 2020 w „Nature” opisano („International evaluation of an AI system for breast cancer screening”)…

Dec 4, 2021 · 1 share · 471 followers View post →
Andy Wilinski
@andy_wilinski · X

Diagnozy medyczne AI: W 2020 w „Nature” opisano („International evaluation of an AI system for breast cancer screening”) program diagnozujący raka z dokładnością zbliżoną do diagnostów, a niekiedy ich przewyższający. Tak, że lekarz to wymierający zawód. https://t.co/25BpEXh8tE https://t.co/EYsUlpvCCw

Dec 4, 2021 · 6 likes · 1 share · 6,695 followers View post →
Jordi G. Castillón
@gcjordi · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/C1oJLAYSqa

Feb 4, 2021 · 4,542 followers View post →
Roger Livsey
@livsey_roger · X

International evaluation of an AI system for breast cancer screening | Nature. Some jobs going https://t.co/5uqIENLDPp

Jan 17, 2021 · 66 followers View post →
BContrerasMoreira
@BrunoContrerasM · X

RT @LorenaABarba: A group of concerned researchers, including @bhaibeka and @michaelhoffman, publishes a comment in Nature: "the absence of…

Oct 29, 2020 · 4 shares · 820 followers View post →
Enroweb
@Enroweb · X

RT @LorenaABarba: A group of concerned researchers, including @bhaibeka and @michaelhoffman, publishes a comment in Nature: "the absence of…

Oct 29, 2020 · 4 shares · 5,587 followers View post →
Benjamin Haibe-Kains
@bhaibeka · X

RT @LorenaABarba: A group of concerned researchers, including @bhaibeka and @michaelhoffman, publishes a comment in Nature: "the absence of…

Oct 28, 2020 · 4 shares · 1,050 followers View post →
Lorena Barba @labarba@fosstodon.org
@LorenaABarba · X

A group of concerned researchers, including @bhaibeka and @michaelhoffman, publishes a comment in Nature: "the absence of sufficiently documented methods and computer code underlying the study effectively undermines its scientific value" https://t.co/CozUkim3rn

Oct 28, 2020 · 8 likes · 4 shares · 9,321 followers View post →
Sylvie Vullioud
@SylvieVullioud · X

@brembs @CharlesOppenh @paul_abrahams @RickyPo @lisalibrarian @markrobinsonca @cframmery @vestager See also article about AI and cancer decisional tool Transparency and reproducibility in artificial intelligence https://t.co/OjsYkul8qD comment on original article International evaluation of an AI system for breast cancer screening https://t.co/jTQ7Tj87s0

Oct 20, 2020 · 1 like · 316 followers View post →
Vidur Mahajan
@VidurMahajan1 · X

@jpirruccello @DrLukeOR @daniela_witten "That it was published in Nature seems to be more due to how the model was developed than its performance." The title of the paper is "International evaluation of an AI system for breast cancer screening" and not "Development of an AI system for breast cancer screening"

Oct 19, 2020 · 1,415 followers View post →
Declan O'Regan
@DrDeclanORegan · X

@DrLukeOR Train, tune, test. Isn't that model development? https://t.co/h3FtAKAJZd https://t.co/9w0w8Jjxsf

Oct 16, 2020 · 1 like · 1,614 followers View post →
Total NIMBY Death
@BarneyFlames · X

RT @DrLukeOR: Their letter is about a study from @GoogleHealth titled "International evaluation of an AI system for breast cancer screenin…

Oct 16, 2020 · 1 share · 4,308 followers View post →
Lauren Oakden-Rayner
@DrLaurenOR · X

Their letter is about a study from @GoogleHealth titled "International evaluation of an AI system for breast cancer screening." It's good work. Importantly for this discussion, it is a model *evaluation* study, not a model *development* study. https://t.co/vM7F5x1IT5 2/12

Oct 16, 2020 · 5 likes · 1 share · 6,553 followers View post →
Geraint Rees
@profgeraintrees · X

2/3 ...which comments on earlier work by McKinney and colleagues on breast cancer screening by AI https://t.co/fpBFUCfVmb

Oct 15, 2020 · 1 like · 11,622 followers View post →
| Fazlur Rahman |
@engrFazlurRahma · X

Addendum: International evaluation of an AI system for breast cancer screening https://t.co/Y7oQQKiYmR https://t.co/39K9yp7Ow4

Oct 14, 2020 · 1,477 followers View post →
Fletcher Bello
@FletcherBello · X

International evaluation of an AI system for breast cancer screening https://t.co/nqGRE4Goxo #InternationalEvaluation #Ai #BreastCancer

Jun 30, 2020 · 60 followers View post →
Journal of Biochemistry and Biotechnology
@JBiotechnology · X

Share your views and thoughts on International evaluation of an AI system for breast cancer screening in https://t.co/GRr4WEw2Xb Journal of Biochemistry and Biotechnology #NovelResearch #CaseReports #OpenAccess #Publications #PeerReviewProcess

May 14, 2020 · 48 followers View post →
maria castaldi MD FACS
@mariacastaldiNY · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/oVk8gqF2Qo

May 11, 2020 · 3 likes · 139 followers View post →
Dal
@dalai_dsa · X

@itzial Mira a google utilizar #AI para mejorar la precisión en el dx por imagen:

Mar 22, 2020 · 660 followers View post →
Prague physicist
@Mitokochan · X

@usmankayaniphd Hi hun, there ya go: https://t.co/goBTCvbgre

Mar 17, 2020 · 2 likes · 5,368 followers View post →
Howard Farran
@HowardFarran · X

How much longer before AI starts augmenting Oral Radiologists? AI in mammogram interpretations outperformed 6 radiologists. https://t.co/bOSyM3zIbU https://t.co/eu8cgFuPyw @AAOMRAssoc @TonyMecham @Dr_EmadKhan @OMFRadiologists @DrGstoothpix @ChutamasDeepho @CBCT_Magazine https://t.co/FGWAGwfdEJ

Feb 20, 2020 · 3 likes · 33,340 followers View post →
david schmidt
@schmidtdav · X

Moderate improvements in diagnostic accuracy but possibly a good way to reduce workload: AI to read breast cancer screens, out of Google, published last month in Nature https://t.co/FOjM5BL4qz

Feb 18, 2020 · 147 followers View post →
Diario el Cambio
@Diarioelcambio1 · X

International evaluation of an AI system for breast cancer screening. - PubMed - NCBI https://t.co/LtDwOvFCJK

Feb 10, 2020 · 3,270 followers View post →
BioDecoded
@BioDecoded · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/3l3mlGAaAv https://t.co/OsqhKd3vlD https://t.co/i1SJSazJqt #BreastCancer #AI https://t.co/39jWU1e7YZ

Feb 5, 2020 · 2 likes · 8,881 followers View post →
UofS_Department of Medical Imaging
@USask_Imaging · X

Dr. Han Joo Lee, 2nd year Resident presenting at Journal Club "International evaluation of an AI System for Breast Cancer Screening" @USaskMedDean https://t.co/aZpoBCeAUU

Jan 29, 2020 · 38 followers View post →
Chen Levkovich
@chenlev · X

International evaluation of an #AI system for breast cancer screening https://t.co/lymlZzPAuI

Jan 27, 2020 · 1 like · 792 followers View post →
Manoj Mayogi Mishra
@ManojMayogi · X

DeepMind: International evaluation of an AI system for breast cancer screening

Jan 24, 2020 · 850 followers View post →
Cyril Danjoux
@cyrodoc · X

International evaluation of an AI system for breast cancer screening. https://t.co/KB30Ax8NzV

Jan 24, 2020 · 332 followers View post →
Syarudhi (シャルディー) 2025年は筑波でポンコツライダーさんに勝つ
@syarudhi · X

この研究すごいですね！ ついに #マンモグラフィ でも、人よりもAIの判定の方が正確になったようです。 私も同じようなことをやろうとしていたけど、完全にGoogleに負けました... #Nature ですよ！ International evaluation of an AI system for breast cancer screening. https://t.co/dFHs47wwgd

Jan 22, 2020 · 845 followers View post →
A.I. Bot
@LazyBot6 · X

RT @milesboard: International evaluation of an AI system for breast cancer screening #deeplearning https://t.co/vztwSwOAFQ https://t.co/PDt…

Jan 20, 2020 · 1 share · 216 followers View post →
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@milesboard · X

International evaluation of an AI system for breast cancer screening #deeplearning https://t.co/vztwSwOAFQ https://t.co/PDtE3hZuLE

Jan 20, 2020 · 1 share · 1,196 followers View post →
fuzzyLife
@animesh1977 · X

"but it also missed a tumor that all six radiologists found."... International evaluation of an AI system for breast cancer screening | Nature https://t.co/FsfAH6KzVe

Jan 17, 2020 · 1,733 followers View post →
Tokey_Neale
@tokeyneale · X

International evaluation of an AI system for breast cancer screening https://t.co/bvA2QrHlOC https://t.co/bvA2QrHlOC

Jan 17, 2020 · 4,707 followers View post →
増谷佳孝 Yoshi. MASUTANI
@MasutaniHCU · X

International evaluation of an AI system for breast cancer screening | Nature | Nature Research: https://t.co/pi5tFUfpYP

Jan 12, 2020 · 113 followers View post →
geo
@geovcnt · X

International evaluation of an AI system for breast cancer screening https://t.co/16RT97jiRt

Jan 12, 2020 · 229 followers View post →
A.I. Bot
@LazyBot6 · X

RT @milesboard: International evaluation of an #AI system for breast cancer screening #deeplearning https://t.co/R22v10oqqc https://t.co/x…

Jan 12, 2020 · 1 share · 216 followers View post →
═╬╬═
@milesboard · X

International evaluation of an #AI system for breast cancer screening #deeplearning https://t.co/R22v10oqqc https://t.co/xbsehQ6ODc

Jan 12, 2020 · 1 like · 1 share · 1,196 followers View post →
the paper link
@the_paper_link · X

Trend up+1: *McKinney SM* et al (Nature) __International evaluation of an AI system for breast cancer screening__ https://t.co/sfm0Z2cjUZ

Jan 12, 2020 · 136 followers View post →
Dr. Alexander Peter
@profpeter · X

A study published in Nature - International evaluation of an AI system for breast cancer screening - https://t.co/tugTTHp6i8 https://t.co/ldR4qnZFYY

Jan 12, 2020 · 460 followers View post →
Aliya Amirova, PhD
@aliya_amirova · X

DeepMind: International evaluation of an AI system for breast cancer screening https://t.co/msjSJoQCgw

Jan 11, 2020 · 741 followers View post →
pgc1a
@pgc1a · X

International evaluation of an AI system for breast #cancer #screening #ArtificialIntelligence https://t.co/niS3JixAWV

Jan 10, 2020 · 26 followers View post →
compagnon
@compagn76398417 · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 10, 2020 · 6 shares · 119 followers View post →
Zorzi Frédéric
@zorzi_drfrd · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 10, 2020 · 6 shares · 136 followers View post →
Guangyuan Zhao
@GuangyuanZhao · X

International evaluation of an AI system for breast cancer screening https://t.co/GFB3rGLivo

Jan 9, 2020 · 133 followers View post →
Earth Soldier Lifestyle
@imagine_garden · X

RT @D_Lvira: International evaluation of an #AI system for #breastcancer screening #Nature https://t.co/Lv8ClPVezK

Jan 9, 2020 · 1 share · 6,618 followers View post →
David ELVIRA
@D_Lvira · X

International evaluation of an #AI system for #breastcancer screening #Nature https://t.co/Lv8ClPVezK

Jan 9, 2020 · 1 like · 1 share · 2,064 followers View post →
it-collector-bot
@CollectorIt · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/Md63ubjot2

Jan 9, 2020 · 138 followers View post →
Researchphilia
@researchphilia · X

Jan 8, 2020 · 479 followers View post →
Konrad Aden
@KonradAden · X

The AI-story goes on, when will it hit the gastroenterologist :-) International evaluation of an AI system for breast cancer screening https://t.co/wuJTQLajGO

Jan 8, 2020 · 3 likes · 300 followers View post →
阿里集团哈牛桥智能科技CEOCambridgeCTO国龙25岁牛津教授，NTTDATAＣＴＯ于红红
@hocit2019ntt · X

DeepMind: International evaluation of an AI system for breast cancer screening https://t.co/0FbzeVZUiK

Jan 8, 2020 · 20 followers View post →
Researchphilia
@researchphilia · X

Jan 8, 2020 · 1 like · 479 followers View post →
Dr-Beshop
@beshop0312 · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 8, 2020 · 6 shares · 875 followers View post →
Researchphilia
@researchphilia · X

Jan 8, 2020 · 479 followers View post →
Jacques olivier Dauberton
@docdaube · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 8, 2020 · 6 shares · 866 followers View post →
DrJohn
@DrJohnFa · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 8, 2020 · 6 shares · 9,650 followers View post →
Lainé Xavier
@MOSCHITOLAIN · X

RT @PIFOP: A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an A…

Jan 8, 2020 · 6 shares · 217 followers View post →
Olivier Saint-Lary
@PIFOP · X

A peine entré en 2020 et déjà dans le futur ... McKinney, S.M., Sieniek, M., Godbole, V. et al. International evaluation of an AI system for breast cancer screening. Nature 577, 89–94 (2020) https://t.co/9zqRW5YDDO

Jan 7, 2020 · 8 likes · 6 shares · 1,010 followers View post →
BioDecoded
@BioDecoded · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/3l3mlGAaAv https://t.co/OsqhKd3vlD https://t.co/i1SJSazJqt #BreastCancer #AI https://t.co/r2UXN02xDq

Jan 6, 2020 · 4 likes · 8,881 followers View post →
Lars-Johan Larsson
@LarsJohanL · X

International evaluation of an AI system for breast cancer screening. ⁦@morgfair⁩ ⁦@ShiCooks⁩ ⁦@theresamax⁩ ⁦@jnicky63⁩ https://t.co/7HvOteoDFy

Jan 6, 2020 · 4,360 followers View post →
Ash Paul
@pash22 · X

Ha ha! International evaluation of an AI system for breast cancer screening https://t.co/yLDrl9sebf

Jan 6, 2020 · 32,308 followers View post →
Department of Radiology, University of Cambridge
@radiology_UOC · X

Professor Gilbert, Head of the Department of Radiology, University of Cambridge, was involved in the research of the recently published paper "International evaluation of an AI system for breast cancer screening" https://t.co/HtcO6jCGs0

Jan 6, 2020 · 370 followers View post →
Radiation Research Society
@RRS_RadRes · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/VCF84cQeY0

Jan 6, 2020 · 2,032 followers View post →
Dementia Friendly Fareham and Gosport Action Group
@DementiaFG · X

International evaluation of an AI system for breast cancer screening https://t.co/AIPkVUeE8a

Jan 6, 2020 · 40 followers View post →
Carlos Darío Ramírez
@cdrm_89 · X

International evaluation of an AI system for breast cancer screening. - PubMed - NCBI https://t.co/C70PtXX3PP

Jan 6, 2020 · 446 followers View post →
the paper link
@the_paper_link · X

Trend up+7: *McKinney SM* et al (Nature) __International evaluation of an AI system for breast cancer screening.__ https://t.co/sfm0Z2cjUZ

Jan 6, 2020 · 136 followers View post →
DCHFT Research
@DCHFT_Research · X

This has had lots of press recently - but here is the article published in @nature - International evaluation of an #AI system for #breast #cancer screening. Let us know your thoughts! :) https://t.co/3kbEvJQY7Z #TeamDCH #BePartofResearch @GoogleHealth @DeepMindAI https://t.co/leeV1TLwtI

Jan 6, 2020 · 1,628 followers View post →
Timothe Cynober . Pharm D
@TimotheCynober · X

https://t.co/N4EBRDyns4 International evaluation of an #AI system for #breast #cancer screening @nature - The code used for training the models has a large number of dependencies on internal tooling, infrastructure and hardware, and its release is therefore not feasible #IP #TTO

Jan 6, 2020 · 323 followers View post →
Researchphilia
@researchphilia · X

Jan 6, 2020 · 479 followers View post →
Nature Asia-Pacific
@NatureAsia · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/Umz8lN8TMI #AI #Breastcancer #Cancer

Jan 5, 2020 · 3,323 followers View post →
Researchphilia
@researchphilia · X

Jan 5, 2020 · 479 followers View post →
Tim Frenzel
@horstie · X

International evaluation of an #AI system for breast cancer screening | #Nature https://t.co/AyOYme8AmB from @naturenews #radiology #google #healthcare

Jan 5, 2020 · 882 followers View post →
医療系情報局
@HumiyasuKato · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/6YSfmPPh4v https://t.co/Fzjmi8vQZi

Jan 5, 2020 · 35 followers View post →
PrivacySafe
@GetPrivacySafe · X

International evaluation of an AI system for breast cancer screening https://t.co/oY2iHljHsc

Jan 5, 2020 · 1,958 followers View post →
Publishing News
@akgmag · X

International evaluation of an AI system for breast cancer screening - https://t.co/wevLTFYZ1g https://t.co/hHarSwIXNc https://t.co/tBl4FItrSt

Jan 4, 2020 · 2,796 followers View post →
liberal-actor
@i_Gramstar · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/1jAlf03o8B

Jan 4, 2020 · 113 followers View post →
drias Chiboub
@ChiboubDiras · X

International evaluation of an AI system for breast cancer screening https://t.co/lNR7mX41a6

Jan 4, 2020 · 1 like · 127 followers View post →
PubMed Trending
@PubTrend · X

Trending on PubMed: International evaluation of an AI system for breast cancer screening. https://t.co/bObA6K7CaS

Jan 4, 2020 · 5,174 followers View post →
Baris Turkbey MD
@radiolobt · X

International evaluation of an AI system for breast cancer screening https://t.co/EHwUklBYRa "Important work on #AI

Jan 4, 2020 · 3 likes · 4,075 followers View post →
Researchphilia
@researchphilia · X

Jan 4, 2020 · 479 followers View post →
Antônio Araújo
@antoniocca · X

RT @timedicina: Artigo: International evaluation of an AI system for breast cancer screening International evaluation of an AI system for b…

Jan 4, 2020 · 2 shares · 199 followers View post →
TI Medicina
@timedicina · X

Artigo: International evaluation of an AI system for breast cancer screening International evaluation of an AI system for breast cancer screening https://t.co/SdkRrjMjbE

Jan 4, 2020 · 3 likes · 2 shares · 7,653 followers View post →
たかとー
@takatoh1 · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 4, 2020 · 27 shares · 604 followers View post →
the paper link
@the_paper_link · X

Trend new: *McKinney SM* et al (Nature) __International evaluation of an AI system for breast cancer screening.__ https://t.co/sfm0Z2cjUZ

Jan 4, 2020 · 136 followers View post →
naïve locus
@naivelocus · X

International evaluation of an AI system for breast cancer screening https://t.co/ewWTI1NDiE

Jan 4, 2020 · 399 followers View post →
RIP
@Verdi_57 · X

RT @dlang57500: International evaluation of an #AI system for breast #cancer screening https://t.co/uCLkdoCUCh

Jan 4, 2020 · 5 shares · 1,402 followers View post →
Cancer at Nature Portfolio
@NatResCancer · X

RT @mvicaracal: Online @nature: “International evaluation of an AI system for breast cancer screening” https://t.co/BhUEDIwbGD

Jan 4, 2020 · 5 shares · 6,055 followers View post →
Caroline
@Carolin86367238 · X

International evaluation of an AI system for breast cancer screening | Nature https://t.co/hIjkTOBzMA

Jan 4, 2020 · 15 followers View post →
多森康二@株式会社デジサク代表
@digisaku710 · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 3, 2020 · 27 shares · 1,750 followers View post →
エレキたん【節電・ピークシフト】
@ElekiTan · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 3, 2020 · 27 shares · 2,938 followers View post →
the paper link
@the_paper_link · X

Trend up+18: *McKinney SM* et al (Nature) __International evaluation of an AI system for breast cancer screening.__ https://t.co/sfm0Z2cjUZ

Jan 3, 2020 · 136 followers View post →
just a guy
@iamchrisser · X

@marcelsalathe Thanks to @Sci_Hub, you don't need to pay to read the details. https://t.co/pKXD5IWBic Totally agree that it's a problem that we can't see the data or the code though.

Jan 3, 2020 · 77 followers View post →
the paper link
@the_paper_link · X

Trend new: *McKinney SM* et al (Nature) __International evaluation of an AI system for breast cancer screening.__ https://t.co/sfm0Z2cjUZ

Jan 3, 2020 · 136 followers View post →
AurelG
@AurelG7 · X

International evaluation of an AI system for #breast #cancer screening | #diagnostic #health #machinelearning #mammography https://t.co/4aI0GF6Ua1

Jan 3, 2020 · 30 followers View post →
Brad Neuberg
@bradneuberg · X

Reading Nature on the new Google breast cancer screening deep learning results (https://t.co/y5HPOQbMbj), the paper mentions some techniques I hadn’t heard of before. I always like to pay attention to Google papers for techniques that are useful since their DL work is so good.

Jan 3, 2020 · 3 likes · 12,060 followers View post →
yasukunimemo
@yasukunimemo · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 3, 2020 · 27 shares · 125 followers View post →
とみー
@obgyntommy · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 18,877 followers View post →
なっしー('､3_ヽ)_
@Sephemeral · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 232 followers View post →
Espace
@nanorizumu · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 273 followers View post →
yyhhyy21
@yyhhyy21 · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 706 followers View post →
Shigekazu Ishihara
@shigekzishihara · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 7,058 followers View post →
はいくま
@hai_kuma · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 308 followers View post →
bn2
@bn2islander · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 2, 2020 · 27 shares · 2,208 followers View post →
Erfan Noury
@erfannoury · X

So more information about the work are in the supplementary material (which I missed initially): https://t.co/eIXwj5pO9W https://t.co/MOLsmSX4Hp

Jan 2, 2020 · 334 followers View post →
UnHedgedChatter
@UnHedgedChatter · X

Nature: International evaluation of an AI system for breast cancer screening $GOOG $GOOGL DOI for Sci-Hub (copy/paste): 10.1038/s41586-019-1799-6 https://t.co/ImwUrnq8ID

Jan 2, 2020 · 9,865 followers View post →
Ghasem Kiani
@ghasemkiani · X

سیستم هوش مصنوعی گوگل، سرطان سینه را در غربالگری دقیق‌تر از رادیولوژیست‌ها تشخیص می‌دهد، به‌طوری که تعداد موارد مثبت کاذب و منفی کاذب آن به‌طور معنی‌داری کمتر است. https://t.co/TXfuwX7bPH

Jan 2, 2020 · 3 likes · 351 followers View post →
Brendan Tierney
@brendan-tierney.bsky.social · Bluesky

International evaluation of an AI system for breast cancer screening | Nature | Saving lives https://www.nature.com/articles/s41586-019-1799-6 #DeepLearning #MachineLearning

Jan 2, 2020 View post →
matiere*
@matiere · X

AI shows promise for breast cancer screening https://t.co/2wBuk4mDFF International evaluation of an AI system for breast cancer screening | Nature https://t.co/YqvjwGX58T https://t.co/Y5rId9TaaK

Jan 2, 2020 · 2,857 followers View post →
tomokisanaki
@tomoki0sanaki · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 1,116 followers View post →
hiroko
@slowslowfood · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 674 followers View post →
semi-invariant
@semiinvariant · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 127 followers View post →
宝木こめ子
@houkipino · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 478 followers View post →
NOZAWA, Satoshi
@st_nozawa · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 1,404 followers View post →
GGCS.io
@ggcs_io · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 1,118 followers View post →
Yuichi MITSUDO/光藤雄一
@YMitsudo · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 959 followers View post →
ながくら
@kaetn · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 2,521 followers View post →
Yukiharu YABUKI
@YukiharuYABUKI · X

RT @h_okumura: AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME ht…

Jan 1, 2020 · 27 shares · 761 followers View post →
Haruhiko Okumura
@h_okumura · X

AlphaGoで有名なDeepMindのマンモAI，米国では人間より優れ，英国では第1読影者より優れるも第2・最終判定は人間のほうがわずかに優れる https://t.co/G0jXaTLWec https://t.co/Wo6Z38g7ME https://t.co/4zLFH6Yky2

Jan 1, 2020 · 62 likes · 27 shares · 37,804 followers View post →
Ayme Ag, MD
@ObGynAyme · X

Artículo original https://t.co/6ilAnuu9HG https://t.co/JhydeHo1Ki

Jan 1, 2020 · 1 like · 244 followers View post →