BMC Med Inform Decis Mak April 2021 PMID 33836752

The role of artificial intelligence in healthcare: a structured literature review.

Silvana Secinaro, Davide Calandra, Aurelio Secinaro, Vivek Muthurangu, Paolo Biancone

Mentions

36
Peak: 6 in Apr 2021
across 4 sources since Apr 2021

Extended reach

21,806
potential audience

Total likes

6

Video views

119

Mentions per month

Apr 2021 – Jul 2025

Where it's discussed

  • News19 articles
  • X / Twitter14 posts
  • YouTube2 videos
  • Blogs1 articles

AI synopsis

What people are saying

Discussions reflect a strong positive reception, with comments calling the study a comprehensive overview (‘great CLR’), referencing AI’s transformative potential, and emphasizing the importance of data quality and skills development. The tone and choices of words like ‘promising,’ ‘impact,’ and ‘future’ underscore a perception of meaningful influence, with some sharing links to further resources or studies, illustrating active engagement and interest in applying the findings.

AgreementModerate agreement

Most discussions agree that AI's role in healthcare is promising and significant, reflecting their positive attitude towards the publication’s findings.

InterestHigh interest

Posts show high interest by referencing specific aspects like data quality, research gaps, and interdisciplinary approaches, indicating engagement with the content.

EngagementHigh engagement

Many discussions delve into implications, such as AI adoption challenges and potential in diagnostics, demonstrating active and thoughtful engagement.

ImpactModerate impact

Users suggest the research highlights important future directions and promotes AI integration, indicating a moderate to high perceived impact.

Abstract in brief

  • The literature review highlights that AI in healthcare is an emerging field with research from multiple disciplines, focusing on areas like health services management, diagnostics, and predictive medicine, with the U.S., China, and the UK leading studies.
  • The study analyzed 288 peer-reviewed papers using software tools and examined various variables such as authors, journals, keywords, and collaboration networks, revealing AI’s role in aiding diagnosis, predicting disease spread, and customizing treatments.
  • The review also points out gaps in current research, emphasizing the need for skills development and high-quality data management to fully realize AI’s potential in healthcare, helping professionals and researchers guide future studies.

Top posts

Most liked on X and Bluesky
石川木場郎
@dichika · X

pubmed抜きにしてAIの医療応用についてレビューしました!!!って論文が成立するんだな、そりゃ限界のところに記載はあるけどよ…… https://t.co/gwbgnfK8HW

Apr 11, 2021 · 4 likes · 1,033 followers View post →
Davide Calandra
@Calandra8D · X

#ArtificialIntelligence #healthcare #Management #dataquality #research @unito https://t.co/fZcLwBzuDf https://t.co/1RR7pCBVKi

Apr 10, 2021 · 1 like · 231 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/iQuzLxi4ui

Oct 16, 2022 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/iQuzLxi4ui

Oct 16, 2022 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/iQuzLxhwEK

May 10, 2023 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/iQuzLxhwEK

May 10, 2023 · 1 share · 3,111 followers View post →

All mentions

Chitambira JR
@Ribiyoti · X

The role of artificial intelligence in healthcare: a structured literature review | BMC Medical Informatics and Decision Making https://t.co/a1E76p3Wcp

Apr 17, 2024 · 890 followers View post →
Winnie
@Zhang3Student · X

This is a great CLR for publications on AI adoption in healthcare. Note 70 percent of the authors only published once. https://t.co/uxoW0jlvL2

Feb 12, 2024 · 5 followers View post →
Sofia Fields Editorial Services
@SofiaFieldsEdit · X

Dec 4, 2023 · 560 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/iQuzLxhwEK

May 10, 2023 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/iQuzLxhwEK

May 10, 2023 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

RT @hernangraffe: https://t.co/iQuzLxi4ui

Oct 16, 2022 · 1 share · 3,111 followers View post →
luis hernan graffe
@hernangraffe · X

https://t.co/iQuzLxi4ui

Oct 16, 2022 · 1 share · 3,111 followers View post →
zukunftsmedizin
@zukunftsmedizin · X

Inwiefern ist #KI #AI noch in den „Kinderschuhen“ wenn es um Medizin geht? Ein litreview gibt einen Überblick: https://t.co/wwVvXqDp3Z https://t.co/khhfUsvOjd

Dec 21, 2021 · 151 followers View post →
UCL Discovery
@ucl_discovery · X

Open Access UCL Research: The role of artificial intelligence in healthcare: a structured literature review - UCL Discovery https://t.co/HFPik9gm6q

Apr 21, 2021 · 1 share · 2,507 followers View post →
AI Bot
@Artificialbra1n · X

RT @Chimienaturels: #AI #healthcare Secinaro S et al (2021). The role of artificial intelligence in healthcare: a structured literature re…

Apr 20, 2021 · 1 share · 1,949 followers View post →
Gaëlle Queignec
@Chimienaturels · X

#AI #healthcare Secinaro S et al (2021). The role of artificial intelligence in healthcare: a structured literature review. BMC Med Inform Decis Mak. 2021 Apr 10;21(1):125. doi: 10.1186/s12911-021-01488-9. PMID: 33836752. https://t.co/oMsCFY6Z5k https://t.co/OkI0r729vV https://t.co/NdcGSdyZic

Apr 16, 2021 · 1 share · 1,154 followers View post →
石川木場郎
@dichika · X

pubmed抜きにしてAIの医療応用についてレビューしました!!!って論文が成立するんだな、そりゃ限界のところに記載はあるけどよ…… https://t.co/gwbgnfK8HW

Apr 11, 2021 · 4 likes · 1,033 followers View post →
MyJournals
@myjournals · X

The role of artificial intelligence in healthcare: a structured literature review https://t.co/Q0mRwytNxI

Apr 10, 2021 · 550 followers View post →
Davide Calandra
@Calandra8D · X

#ArtificialIntelligence #healthcare #Management #dataquality #research @unito https://t.co/fZcLwBzuDf https://t.co/1RR7pCBVKi

Apr 10, 2021 · 1 like · 231 followers View post →
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