Radiol Artif Intell July 2024 PMID 38900034

A New Era of Text Mining in Radiology with Privacy-Preserving LLMs.

Tugba Akinci D'Antonoli, Christian Bluethgen

Mentions

10
Peak: 8 in Jun 2024
across 2 sources since Jun 2024

Extended reach

31,506
potential audience

Total likes

52

Video views

195

Mentions per month

Jun 2024 – Oct 2024

Where it's discussed

  • X / Twitter8 posts
  • YouTube2 videos

AI synopsis

What people are saying

The discussions highlight the promise of privacy-preserving LLMs, with phrases like 'best way to deploy LLMs in healthcare' and references to open-source models signaling optimism about technological advancements. The tone underscores both the importance of patient data security and the potential for these models to revolutionize radiology research and clinical practice.

AgreementModerate agreement

Most comments support the potential benefits of privacy-preserving LLMs in radiology, emphasizing open-source approaches and data security.

InterestModerate interest

Discussions show moderate interest, focusing on the importance of secure text mining and the relevance for healthcare.

EngagementModerate engagement

Participants briefly engage with the topic, referencing specific methods like open-source models and the implications for healthcare workflows.

ImpactModerate impact

Posts suggest these innovations could significantly influence radiology data analysis and privacy protocols.

Abstract in brief

  • The article discusses the development of advanced large language models (LLMs) designed specifically for radiology that can analyze medical texts while keeping patient data private.
  • These privacy-preserving LLMs aim to improve text mining in radiology by providing accurate insights without compromising sensitive information.
  • It highlights how these innovations could transform medical research and clinical workflows by enabling secure, efficient, and intelligent analysis of radiology reports and data.]

Top posts

Most liked on X and Bluesky
Tugba Akinci D'Antonoli
@Tugba_Akinci_MD · X

A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LLMs in healthcare while ensuring patient privacy and data security. Study: https://t.co/6Jl04tmwoa Commentary: https://t.co/RnvNTiCs19 @cxbln @Radiology_AI https://t.co/yzKt96k6Rb

Jun 23, 2024 · 49 likes · 5 shares · 671 followers View post →
Tugba Akinci D'Antonoli
@Tugba_Akinci_MD · X

The link was broken, here is the link to the commentary once again: https://t.co/DML5KhY0kF

Jun 26, 2024 · 3 likes · 671 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 18,838 followers View post →
Cyril Zakka, MD
@cyrilzakka · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 6,614 followers View post →
Shahriar Faghani MD
@ShahriarFaghani · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 23, 2024 · 5 shares · 2,946 followers View post →
Christian Bluethgen
@cxbln · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 1,489 followers View post →

All mentions

Tugba Akinci D'Antonoli
@Tugba_Akinci_MD · X

The link was broken, here is the link to the commentary once again: https://t.co/DML5KhY0kF

Jun 26, 2024 · 3 likes · 671 followers View post →
Amy Johnson
@AmyJohn50874035 · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 25, 2024 · 5 shares · 6 followers View post →
Cyril Zakka, MD
@cyrilzakka · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 6,614 followers View post →
Christian Bluethgen
@cxbln · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 1,489 followers View post →
Bastien LE GUELLEC
@BLeGuellec · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 7 followers View post →
Radiology: Artificial Intelligence
@Radiology_AI · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 24, 2024 · 5 shares · 18,838 followers View post →
Shahriar Faghani MD
@ShahriarFaghani · X

RT @Tugba_Akinci_MD: A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LL…

Jun 23, 2024 · 5 shares · 2,946 followers View post →
Tugba Akinci D'Antonoli
@Tugba_Akinci_MD · X

A New Era of Text Mining in Radiology with Privacy-Preserving LLMs! Open-source LLMs may be the best way to deploy LLMs in healthcare while ensuring patient privacy and data security. Study: https://t.co/6Jl04tmwoa Commentary: https://t.co/RnvNTiCs19 @cxbln @Radiology_AI https://t.co/yzKt96k6Rb

Jun 23, 2024 · 49 likes · 5 shares · 671 followers View post →