Clin Transl Sci March 2023 PMID 36478394

Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review.

Sunyang Fu, Liwei Wang, Sungrim Moon, Nansu Zong, Huan He, Vikas Pejaver, Rose Relevo, Anita Walden, Melissa Haendel, Christopher G Chute, Hongfang Liu

Mentions

18
Peak: 4 in Dec 2022
across 3 sources since Dec 2022

Extended reach

17,632
potential audience

Total likes

31

Video views

17

Mentions per month

Dec 2022 – Jul 2023

Where it's discussed

  • X / Twitter15 posts
  • News2 articles
  • YouTube1 videos

AI synopsis

What people are saying

The collective discussions demonstrate strong interest and positive support, exemplified by the frequent mention of upcoming webinars and thanks expressed to the authors and contributors. The tone is respectful and enthusiastic, emphasizing the importance of ethical considerations in NLP-assisted observational research, although the engagement remains mainly informational rather than critical or deeply analytical.

AgreementModerate agreement

Most discussions express positive acknowledgment for the publication, with remarks highlighting its significance and recognizing the authors' contributions, indicating general support.

InterestHigh interest

The posts show high curiosity and enthusiasm about the research, often promoting upcoming webinars and sharing details about the study, which reflects strong engagement with the topic.

EngagementModerate engagement

Some posts go beyond simple mentions, including recognition of individual contributors and sharing access to the full text, suggesting a moderate level of in-depth involvement.

ImpactModerate impact

The repeated promotion of the research and mention of future events hint at an intention to influence practices and discussions within the field, though direct evidence of widespread impact is limited as the focus remains on dissemination.

Abstract in brief

  • The review highlights the lack of standardized reporting guidelines for natural language processing (NLP) in observational clinical research, which leads to inconsistencies, ambiguity, and challenges in reproducibility.
  • It found significant variability in how researchers report NLP methods and evaluation details across studies, including differences in references, locations, and level of detail.
  • To improve the quality and ethical application of NLP in healthcare research, the authors propose perspectives aligned with WHO principles to promote better reporting practices and broader adoption of NLP solutions.]

Top posts

Most liked on X and Bluesky
Sunyang Fu, PhD, MHI
@SunyangF · X

Our CTS review study can be now accessed through: CTS (1/4): https://t.co/RNHpXTPpgW Fulltext preprint: https://t.co/AxSAm9dvL2 https://t.co/46GHR2SuOB

Dec 16, 2022 · 11 likes · 2 shares · 483 followers View post →
Sunyang Fu, PhD, MHI
@SunyangF · X

Very honored to have been recognized by @ASCPTjournals and CTS. This work would not have been possible without the guidance of my mentor, @hongfangliu , and the contribution of all the co-authors. To learn more about our recent study, please visit: https://t.co/SALJqIJAys." https://t.co/4qW1oisTOO

Feb 23, 2023 · 11 likes · 2 shares · 483 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

Mark your calendar for this #ASCPTjournalfamily webinar on Friday, May 19 at 12 pm ET: "Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review" https://t.co/HYS5DfJ4u9 https://t.co/IRLW89JRFI

May 15, 2023 · 2 likes · 1,892 followers View post →
Hongfang Liu, PhD
@hongfangliu · X

@ASCPTjournals #CTSjournals Share the final version of this article reflecting the thoughts over 20 years’ experience in clinical natural language processing - https://t.co/CbCLZrulQl

Jan 15, 2023 · 2 likes · 2 shares · 1,681 followers View post →
ASCPT Journal Family
@ASCPTjournals · X

Meet Sunyang Fu, our #CTSjournal trainee spotlight. Also, check his paper: "Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review" #CTSjournal #ASCPTjournalfamily https://t.co/B8dMPvgxlG

Feb 23, 2023 · 2 likes · 594 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

"Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review" starts in just 1 hour at 12 pm ET: https://t.co/HYS5DfJ4u9

Jun 7, 2023 · 1 like · 1,892 followers View post →

All mentions

ASCPT Alexandria
@ASCPT_ClinPharm · X

"Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review" starts in just 1 hour at 12 pm ET: https://t.co/HYS5DfJ4u9

Jun 7, 2023 · 1 like · 1,892 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

Join us for this upcoming #ASCPTwebinar: "Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review". Wednesday, June 7, 2023 at 12 pm ET https://t.co/HYS5DfJ4u9

May 31, 2023 · 1 like · 1,892 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

Mark your calendar for this #ASCPTjournalfamily webinar on Friday, May 19 at 12 pm ET: "Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review" https://t.co/HYS5DfJ4u9 https://t.co/IRLW89JRFI

May 15, 2023 · 2 likes · 1,892 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

Join us for this upcoming #ASCPTjournalfamily webinar: Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review. Next Friday, May 19 at 12 pm ET https://t.co/HYS5DfJ4u9 https://t.co/LbSyEIvxhb

May 12, 2023 · 1 like · 1,892 followers View post →
ASCPT Alexandria
@ASCPT_ClinPharm · X

RT @SunyangF: Very honored to have been recognized by @ASCPTjournals and CTS. This work would not have been possible without the guidance o…

Mar 1, 2023 · 2 shares · 1,892 followers View post →
Hongfang Liu, PhD
@hongfangliu · X

RT @SunyangF: Very honored to have been recognized by @ASCPTjournals and CTS. This work would not have been possible without the guidance o…

Feb 23, 2023 · 2 shares · 1,681 followers View post →
Sunyang Fu, PhD, MHI
@SunyangF · X

Very honored to have been recognized by @ASCPTjournals and CTS. This work would not have been possible without the guidance of my mentor, @hongfangliu , and the contribution of all the co-authors. To learn more about our recent study, please visit: https://t.co/SALJqIJAys." https://t.co/4qW1oisTOO

Feb 23, 2023 · 11 likes · 2 shares · 483 followers View post →
ASCPT Journal Family
@ASCPTjournals · X

Meet Sunyang Fu, our #CTSjournal trainee spotlight. Also, check his paper: "Recommended practices and ethical considerations for natural language processing-assisted observational research: A scoping review" #CTSjournal #ASCPTjournalfamily https://t.co/B8dMPvgxlG

Feb 23, 2023 · 2 likes · 594 followers View post →
ASCPT Journal Family
@ASCPTjournals · X

RT @hongfangliu: @ASCPTjournals #CTSjournals Share the final version of this article reflecting the thoughts over 20 years’ experience in c…

Jan 27, 2023 · 2 shares · 594 followers View post →
Sunyang Fu, PhD, MHI
@SunyangF · X

RT @hongfangliu: @ASCPTjournals #CTSjournals Share the final version of this article reflecting the thoughts over 20 years’ experience in c…

Jan 15, 2023 · 2 shares · 483 followers View post →
Hongfang Liu, PhD
@hongfangliu · X

@ASCPTjournals #CTSjournals Share the final version of this article reflecting the thoughts over 20 years’ experience in clinical natural language processing - https://t.co/CbCLZrulQl

Jan 15, 2023 · 2 likes · 2 shares · 1,681 followers View post →
T Tian
@gdsttian · X

RT @SunyangF: Our CTS review study can be now accessed through: CTS (1/4): https://t.co/RNHpXTPpgW Fulltext preprint: https://t.co/AxSAm9dv…

Dec 17, 2022 · 2 shares · 136 followers View post →
Hongfang Liu, PhD
@hongfangliu · X

RT @SunyangF: Our CTS review study can be now accessed through: CTS (1/4): https://t.co/RNHpXTPpgW Fulltext preprint: https://t.co/AxSAm9dv…

Dec 16, 2022 · 2 shares · 1,681 followers View post →
Sunyang Fu, PhD, MHI
@SunyangF · X

Our CTS review study can be now accessed through: CTS (1/4): https://t.co/RNHpXTPpgW Fulltext preprint: https://t.co/AxSAm9dvL2 https://t.co/46GHR2SuOB

Dec 16, 2022 · 11 likes · 2 shares · 483 followers View post →
doctick
@doctick · X

#NLP "Recommended Practices and Ethical Considerations for Natural Language Processing-Assisted Observational Research: A Scoping Review" https://t.co/cXryR08RU1

Dec 8, 2022 · 304 followers View post →