PubHawk
Res Synth Methods May 2022 PMID 35174972

Using artificial intelligence methods for systematic review in health sciences: A systematic review.

Aymeric Blaizot, Sajesh K Veettil, Pantakarn Saidoung, Carlos Francisco Moreno-Garcia, Nirmalie Wiratunga, Magaly Aceves-Martins, Nai Ming Lai, Nathorn Chaiyakunapruk

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Mentions

31
Peak: 27 in Feb 2022
across 2 sources since Feb 2022

Extended reach

149,004
potential audience

Total likes

254

Video views

12,492

Mentions per month

Feb 2022 – May 2024

Where it's discussed

  • X / Twitter29 posts
  • YouTube2 videos

AI synopsis

What people are saying

Overall, the discussions reflect a positive yet cautious tone towards the publication. Posts recognize the current use of AI in various stages of systematic reviews, with phrases like 'technology is already here' and 'fast-evolving,' which demonstrate both interest and acknowledgment of progress. The tone varies from optimistic about AI's potential to emphasizing the ongoing requirement for human oversight, illustrating a balanced view of AI's impact in the field.

AgreementModerate agreement

Most discussions acknowledge the review's comprehensive overview of AI applications in health sciences, with some posts emphasizing the promising potential of AI tools while noting the continued necessity of human validation.

InterestHigh interest

The posts express strong interest by highlighting the evolving nature of AI in systematic reviews, with phrases like 'fast-evolving field' and 'watch this space,' signaling curiosity and relevance.

EngagementModerate engagement

Several discussions mention specific methodologies, debates on AI's role versus human judgment, and refer to the publication explicitly, indicating a moderate level of deep engagement.

ImpactModerate impact

Users generally perceive the article as influential, emphasizing the promising yet uncertain impact of AI tools on health sciences research, and discussing the need for further validation and research.

Abstract in brief

  • The exponential growth of published research makes it difficult to conduct thorough and timely reviews, leading to increased interest in AI tools to automate and improve the process.
  • The review analyzed 12 studies that used various AI methods, mainly in screening stages, but also in data extraction and bias assessment, revealing mixed results and highlighting the need for human validation.
  • While AI platforms show promise in enhancing evidence synthesis, their benefits are still uncertain and depend heavily on self-reporting, requiring further research to determine their overall effectiveness and reliability.
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Top posts

Most liked on X and Bluesky
Farhad Shokraneh
@FarhadShokrane · X

Using #ArtificialIntelligence methods for #SystematicReview in health sciences: A systematic review https://t.co/X1btlh6tbc #AI #ML @srtoolbox @CochraneIrmg @cochranemthds @rayyanapp @Covidence #ICASR @EPPIReviewer

Feb 18, 2022 · 10 likes · 4 shares · 904 followers View post →
Maga Aceves-Martins
@maga_aceves · X

Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" is now available here: https://t.co/AiKFgAAdIX

Feb 21, 2022 · 10 likes · 6 shares · 292 followers View post →
Triad sou.
@triadsou · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review. Blaizot, Veettil, Saidoung, Moreno‐Garcia, Wiratunga, Aceves‐Martins, Lai, Chaiyakunapruk. Research Synthesis Methods. https://t.co/u0EeJQ8zqn

Feb 18, 2022 · 5 likes · 2 shares · 2,216 followers View post →
Souvik Mitra
@souvik_neo · X

@BrianKingNeo @PedsPharmD @Floralquinolone @CochraneNeonate The technology is already here, and several iterations have been used for various stages of the SR. Not sure if AI has yet been used to conduct the actual MA. This is a nice review of what's already out there https://t.co/Dy0tTZEKLi

Jan 28, 2023 · 2 likes · 4,124 followers View post →
Igor Brbre
@iroberger · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT #ukmedlibs #medlibs #systematicreviews #AI

Feb 22, 2022 · 1 like · 4 shares · 699 followers View post →
Hopscotch Helpers
@HopscotchHelp · X

RT @maga_aceves: Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" i…

Feb 21, 2022 · 6 shares · 37,411 followers View post →

All mentions

Souvik Mitra
@souvik_neo · X

@BrianKingNeo @PedsPharmD @Floralquinolone @CochraneNeonate The technology is already here, and several iterations have been used for various stages of the SR. Not sure if AI has yet been used to conduct the actual MA. This is a nice review of what's already out there https://t.co/Dy0tTZEKLi

Jan 28, 2023 · 2 likes · 4,124 followers View post →
Covidence
@Covidence · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review (Blaizot 2022 https://t.co/EfYBgoCbjJ)

Jul 18, 2022 · 5,656 followers View post →
Igor Brbre
@iroberger · X

@carrieprice78 https://t.co/ms5i57mOrT

Feb 28, 2022 · 699 followers View post →
Highland Health Sciences Library
@HHSLNew · X

RT @iroberger: Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT…

Feb 25, 2022 · 4 shares · 248 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @KSR_SysRev: ARTIFICIAL INTELLIGENCE FOR SYSTEMATIC REVIEWS: HELP OR HINDRANCE? Review found: while using #AI shows promise, #humans a…

Feb 23, 2022 · 2 shares · 6,711 followers View post →
OdoBehave
@odobehave · X

RT @KSR_SysRev: ARTIFICIAL INTELLIGENCE FOR SYSTEMATIC REVIEWS: HELP OR HINDRANCE? Review found: while using #AI shows promise, #humans a…

Feb 23, 2022 · 2 shares · 1,095 followers View post →
KSR Systematic Reviews
@KSR_SysRev · X

ARTIFICIAL INTELLIGENCE FOR SYSTEMATIC REVIEWS: HELP OR HINDRANCE? Review found: while using #AI shows promise, #humans are still required for validation: https://t.co/GeablzuW76 This is a fast-evolving field: watch this space! @NathornC @Lainm123Lai https://t.co/808KLT6HM3

Feb 23, 2022 · 2 shares · 356 followers View post →
Carlos Romero Olóriz
@croloriz · X

RT @iroberger: Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT…

Feb 22, 2022 · 4 shares · 326 followers View post →
Tom Roper
@tomroper · X

RT @iroberger: Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT…

Feb 22, 2022 · 4 shares · 3,644 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @iroberger: Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT…

Feb 22, 2022 · 4 shares · 6,711 followers View post →
Igor Brbre
@iroberger · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review https://t.co/ms5i57mOrT #ukmedlibs #medlibs #systematicreviews #AI

Feb 22, 2022 · 1 like · 4 shares · 699 followers View post →
GIA-RedGlobalMX UK
@GIA_MXUK · X

RT @maga_aceves: Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" i…

Feb 22, 2022 · 6 shares · 237 followers View post →
Dr. Pamela Rackow
@pam_rack · X

RT @maga_aceves: Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" i…

Feb 21, 2022 · 6 shares · 455 followers View post →
Hopscotch Helpers
@HopscotchHelp · X

RT @maga_aceves: Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" i…

Feb 21, 2022 · 6 shares · 37,411 followers View post →
Vera Maren Straßburger
@Vera_Strassbu · X

RT @maga_aceves: Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" i…

Feb 21, 2022 · 6 shares · 362 followers View post →
Maga Aceves-Martins
@maga_aceves · X

Our publication: "Using #ArtificialIntelligence methods for #SystematicReview in #health #sciences: A systematic review" is now available here: https://t.co/AiKFgAAdIX

Feb 21, 2022 · 10 likes · 6 shares · 292 followers View post →
''''' '''' '''''
@dizzy_my_future · X

RT @triadsou: Using artificial intelligence methods for systematic review in health sciences: A systematic review. Blaizot, Veettil, Saidou…

Feb 19, 2022 · 2 shares · 267 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @triadsou: Using artificial intelligence methods for systematic review in health sciences: A systematic review. Blaizot, Veettil, Saidou…

Feb 18, 2022 · 2 shares · 6,711 followers View post →
Triad sou.
@triadsou · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review. Blaizot, Veettil, Saidoung, Moreno‐Garcia, Wiratunga, Aceves‐Martins, Lai, Chaiyakunapruk. Research Synthesis Methods. https://t.co/u0EeJQ8zqn

Feb 18, 2022 · 5 likes · 2 shares · 2,216 followers View post →
PACT - Primary care Academic CollaboraTive
@GPPACT · X

RT @FarhadShokrane: Using #ArtificialIntelligence methods for #SystematicReview in health sciences: A systematic review https://t.co/X1btl…

Feb 18, 2022 · 4 shares · 2,594 followers View post →
Dr Shoba Dawson
@ShobaDawson · X

RT @FarhadShokrane: Using #ArtificialIntelligence methods for #SystematicReview in health sciences: A systematic review https://t.co/X1btl…

Feb 18, 2022 · 4 shares · 1,527 followers View post →
Hopscotch Helpers
@HopscotchHelp · X

RT @FarhadShokrane: Using #ArtificialIntelligence methods for #SystematicReview in health sciences: A systematic review https://t.co/X1btl…

Feb 18, 2022 · 4 shares · 37,411 followers View post →
Farhad Shokraneh
@FarhadShokrane · X

Using #ArtificialIntelligence methods for #SystematicReview in health sciences: A systematic review https://t.co/X1btlh6tbc #AI #ML @srtoolbox @CochraneIrmg @cochranemthds @rayyanapp @Covidence #ICASR @EPPIReviewer

Feb 18, 2022 · 10 likes · 4 shares · 904 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @Dataemia: Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/jwVpR6MxZU

Feb 17, 2022 · 1 share · 6,711 followers View post →
MasMaz
@MasMazCom · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/E0T7ckHHGc

Feb 17, 2022 · 169 followers View post →
Dataemia
@Dataemia · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/jwVpR6MxZU

Feb 17, 2022 · 1 share · 966 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @Dataemia: Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/7jTDrQLsZE

Feb 17, 2022 · 1 share · 6,711 followers View post →
MasMaz
@MasMazCom · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/b42G7EFRlu

Feb 17, 2022 · 169 followers View post →
Dataemia
@Dataemia · X

Using artificial intelligence methods for systematic review in health sciences: A systematic review - https://t.co/7jTDrQLsZE

Feb 17, 2022 · 1 share · 966 followers View post →