Syst Rev August 2022 PMID 35978441

Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research.

Nikolay Borissov, Quentin Haas, Beatrice Minder, Doris Kopp-Heim, Marc von Gernler, Heidrun Janka, Douglas Teodoro, Poorya Amini

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Mentions

22
Peak: 11 in Aug 2022
across 3 sources since Aug 2022

Extended reach

24,238
potential audience

Total likes

56

Video views

1,265

Mentions per month

Aug 2022 – Nov 2023

Where it's discussed

  • X / Twitter18 posts
  • YouTube2 videos
  • News2 articles

AI synopsis

What people are saying

The posts collectively show strong support for Deduklick, with mentions of its superior performance over manual methods, the potential to reduce review workload, and invitations to webinars for further engagement. Words like 'outperformed,' 'help,' 'developed,' and 'evaluation' reflect a positive tone and recognition of its impactful role in advancing medical research workflows.

AgreementModerate agreement

Most discussions express support and enthusiasm, highlighting Deduklick’s performance and utility in reducing review burdens.

InterestHigh interest

Posts demonstrate high interest by sharing details about the tool, its evaluations, and upcoming webinars, indicating engagement with the topic.

EngagementModerate engagement

Participants reference specific features like speed and reliability, and some mention testing or webinars, showing active involvement.

ImpactHigh impact

The discussions suggest that Deduklick could significantly influence systematic review processes in medical research, emphasizing improvements in efficiency and accuracy.

Abstract in brief

  • Deduklick is an innovative AI-based tool designed to automatically identify and remove duplicate references in systematic reviews, making the process faster, more accurate, and less labor-intensive.
  • It combines natural language processing with expert-created rules to normalize data and calculate similarity scores based on metadata like titles, authors, and journal info, outperforming manual methods in accuracy.
  • Deduklick achieved high performance metrics comparable to or better than manual review, significantly saving time, maintaining data quality, and offering a transparent, user-friendly solution to improve the efficiency of medical research reviews.]

Top posts

Most liked on X and Bluesky
Biblio ISPM
@Biblio99484473 · X

Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel deduplication tool for systematic reviews, developed at #unibern. We invite you for a free trial https://t.co/cIihuos1qs

Aug 19, 2022 · 14 likes · 5 shares · 126 followers View post →
Biblio ISPM
@Biblio99484473 · X

Can an automated dedup tool help? Big thanks @FarhadShokrane for the 16 points! Our solution: #Deduklick developed at #unibern. Removes dups in 1-2 min. Developers constantly optimize the process. https://t.co/k405ENZfH4. Happy if you like to test it https://t.co/Im3eDIZLNf

Sep 15, 2022 · 10 likes · 1 share · 126 followers View post →
Biblio ISPM
@Biblio99484473 · X

Are you looking for help in deduplication? Join us in the first Deduklick open webinar and Q&A session: Sep 29, 2022 12:00-13:00 CET. Meeting registration ZOOM: https://t.co/LW9SWBn9ye . Publication: https://t.co/rNahkHMYaw

Sep 26, 2022 · 3 likes · 2 shares · 126 followers View post →
General Medicine and Medical Evidence @ BMC
@MedicalEvidence · X

Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research https://t.co/wWMFNKlQEB

Aug 18, 2022 · 2 likes · 1 share · 4,089 followers View post →
doctick
@doctick · X

#NLP "Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research" https://t.co/ovMpdWynbI

Aug 18, 2022 · 1 like · 304 followers View post →
Deduklick
@deduklick · X

In this article, we challenged Deduklick to accurately detect duplicates in eight existing heterogeneous datasets against experienced information specialists. There, Deduklick outperformed human capacity, while performing the task in less than a minute. https://t.co/71byrKg9Lc https://t.co/bfpHWdAMQR

Mar 13, 2023 · 1 like · 45 followers View post →

All mentions

Deduklick
@deduklick · X

In this article, we challenged Deduklick to accurately detect duplicates in eight existing heterogeneous datasets against experienced information specialists. There, Deduklick outperformed human capacity, while performing the task in less than a minute. https://t.co/71byrKg9Lc https://t.co/bfpHWdAMQR

Mar 13, 2023 · 1 like · 45 followers View post →
QMed Knowledge Foundation
@QMedFoundation · X

Useful Article: Borissov N, et al. Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research. Syst Rev. 2022 Aug 17;11(1):172. https://t.co/SaMcZtEhMC

Nov 17, 2022 · 33 followers View post →
Nikolay Borissov
@nborissov · X

RT @Biblio99484473: Are you looking for help in deduplication? Join us in the first Deduklick open webinar and Q&A session: Sep 29, 2022 1…

Sep 26, 2022 · 2 shares · 28 followers View post →
Biblio ISPM
@Biblio99484473 · X

Are you looking for help in deduplication? Join us in the first Deduklick open webinar and Q&A session: Sep 29, 2022 12:00-13:00 CET. Meeting registration ZOOM: https://t.co/LW9SWBn9ye . Publication: https://t.co/rNahkHMYaw

Sep 26, 2022 · 3 likes · 2 shares · 126 followers View post →
Nikolay Borissov
@nborissov · X

RT @Biblio99484473: Can an automated dedup tool help? Big thanks @FarhadShokrane for the 16 points! Our solution: #Deduklick developed at #…

Sep 15, 2022 · 1 share · 28 followers View post →
Biblio ISPM
@Biblio99484473 · X

@FarhadShokrane @Clarivate @EndNoteNews @CochraneIrmg @CILIPHLG @ISSG_Filters @chlaabsc Can an automated dedup tool help? Big thanks @FarhadShokrane for the 16 points! Our solution: #Deduklick developed at #unibern. Removes dups in 1-2 min. Developers constantly optimize the process. https://t.co/k405ENZfH4. Happy if you like to test it https://t.co/Im3eDIZLNf

Sep 15, 2022 · 126 followers View post →
Biblio ISPM
@Biblio99484473 · X

Can an automated dedup tool help? Big thanks @FarhadShokrane for the 16 points! Our solution: #Deduklick developed at #unibern. Removes dups in 1-2 min. Developers constantly optimize the process. https://t.co/k405ENZfH4. Happy if you like to test it https://t.co/Im3eDIZLNf

Sep 15, 2022 · 10 likes · 1 share · 126 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @ResearcherSays: Deduklick Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable ded https:/…

Aug 28, 2022 · 1 share · 6,710 followers View post →
Researcher just said
@ResearcherSays · X

Deduklick Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable ded https://t.co/dHdK6w9Jw8 https://t.co/ArZGvHReOx

Aug 28, 2022 · 1 share · 77 followers View post →
Research Data MGMT & LIVING
@fdmincoop · X

RT @Biblio99484473: Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel ded…

Aug 23, 2022 · 5 shares · 3,971 followers View post →
Lorena Cascant
@lcascant · X

RT @Biblio99484473: Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel ded…

Aug 20, 2022 · 5 shares · 127 followers View post →
Sabine Buroh @burohfreiburg@openbiblio.social
@burohfreiburg · X

RT @Biblio99484473: Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel ded…

Aug 20, 2022 · 5 shares · 134 followers View post →
Peter Francis Raguindin
@feeterprawnsees · X

RT @Biblio99484473: Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel ded…

Aug 20, 2022 · 5 shares · 106 followers View post →
Nikolay Borissov
@nborissov · X

RT @Biblio99484473: Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel ded…

Aug 19, 2022 · 5 shares · 28 followers View post →
Biblio ISPM
@Biblio99484473 · X

Out now!! Publication on #Deduklick https://t.co/k405ENZfH4 . #medlibs find information on evaluation of the novel deduplication tool for systematic reviews, developed at #unibern. We invite you for a free trial https://t.co/cIihuos1qs

Aug 19, 2022 · 14 likes · 5 shares · 126 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @MedicalEvidence: Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorit…

Aug 18, 2022 · 1 share · 6,710 followers View post →
General Medicine and Medical Evidence @ BMC
@MedicalEvidence · X

Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research https://t.co/wWMFNKlQEB

Aug 18, 2022 · 2 likes · 1 share · 4,089 followers View post →
doctick
@doctick · X

#NLP "Reducing systematic review burden using Deduklick: a novel, automated, reliable, and explainable deduplication algorithm to foster medical research" https://t.co/ovMpdWynbI

Aug 18, 2022 · 1 like · 304 followers View post →