NPJ Digit Med May 2023 PMID 37244963

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications.

Jin Li, Benjamin J Cairns, Jingsong Li, Tingting Zhu

Mentions

32
Peak: 12 in Jun 2023
across 3 sources since Dec 2021

Extended reach

541,775
potential audience

Total likes

41

Video views

17

Mentions per month

Dec 2021 – Jun 2025

Where it's discussed

  • X / Twitter29 posts
  • News2 articles
  • YouTube1 videos

AI synopsis

What people are saying

Discussions show a strong focus on how the research employs generative models to synthesize diverse health data, with several posts emphasizing the potential for improved AI applications in critical care. Words like 'improves', 'innovative', and 'transformative' reflect enthusiasm and recognition of the study’s significance, underpinning overall positive sentiment about the research’s impact.

AgreementModerate agreement

Most discussions acknowledge the importance of synthetic health data for advancing AI, which suggests broad support for the research’s relevance.

InterestHigh interest

Posts demonstrate high curiosity, with mentions of generative models, improvements in AI applications, and critical care, indicating that the topic resonates with the audience.

EngagementModerate engagement

Some posts delve into specifics, such as the types of data being synthesized and potential benefits in healthcare, showing moderate but thoughtful engagement.

ImpactHigh impact

The tone indicates that many believe this research could significantly influence how electronic health records are used and developed for AI, as highlighted by phrases like 'improves applications' and 'transformative potential'.

Top posts

Most liked on X and Bluesky
npj Digital Medicine
@npjDigitalMed · X

New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications in npj Digital Med https://t.co/Peg8TAlzqc

May 27, 2023 · 20 likes · 5 shares · 3,561 followers View post →
Dr Alexey Kulikov
@KulikovUNIATF · X

A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test results, and medication uses, improves the downstream applications of #AI method in critical care. #digitalhealth https://t.co/xMSZH4ZKXY https://t.co/F9JZF24ecC

Jun 18, 2023 · 16 likes · 10 shares · 63,037 followers View post →
Eleventhstar ✨
@Eleventhstar1 · X

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://t.co/8aXSQqtKlK

Jun 9, 2025 · 5 likes · 5 shares · 5,968 followers View post →
The Innovation | Medicine
@Innov_Medicine · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 27, 2023 · 5 shares · 253,993 followers View post →
Atanas G. Atanasov
@_atanas_ · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 123,633 followers View post →
Sergey Minaev
@sminaev2015 · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 21, 2023 · 10 shares · 31,461 followers View post →

All mentions

Paul franks
@Paulfra07911928 · X

RT @Eleventhstar1: Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://…

Jun 10, 2025 · 5 shares · 5,964 followers View post →
Youllnevertakemeoutbitches2025
@Imbackbitches45 · X

RT @Eleventhstar1: Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://…

Jun 10, 2025 · 5 shares · 2,810 followers View post →
조구현
@joguhyeon147638 · X

RT @Eleventhstar1: Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://…

Jun 10, 2025 · 5 shares · 552 followers View post →
NEO-EXPOSINGTRUTH
@higginsgggg · X

RT @Eleventhstar1: Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://…

Jun 9, 2025 · 5 shares · 4,678 followers View post →
Eleventhstar ✨
@Eleventhstar1 · X

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://t.co/8aXSQqtKlK

Jun 9, 2025 · 5 likes · 5 shares · 5,968 followers View post →
npj Digital Medicine
@npjDigitalMed · X

(3/4) Next, Tingting Zhu tell us more about their work with a generative model for synthesizing mixed-type time-series health records that improves the downstream applications of #AI in critical care. https://t.co/9axL2LzWEI

Jun 29, 2023 · 3,561 followers View post →
Sergey Minaev
@sminaev2015 · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 21, 2023 · 10 shares · 31,461 followers View post →
CoLab @ UC Davis Health
@UCDavisCoLab · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 1,113 followers View post →
Marcia S Newman
@marciasgreen · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 4,939 followers View post →
Digital Health and Patient Safety Platform
@DHPSP · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 6,751 followers View post →
Science Communication
@ScienceCommuni2 · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 2,872 followers View post →
Atanas G. Atanasov
@_atanas_ · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 20, 2023 · 10 shares · 123,633 followers View post →
Manoj Mayogi Mishra
@mayogisense · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 18, 2023 · 10 shares · 572 followers View post →
Chidambara .ML.
@chidambara09 · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 18, 2023 · 10 shares · 11,721 followers View post →
reignsneel211
@reignsneel211 · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 18, 2023 · 10 shares · 1,592 followers View post →
DukeAIHealth
@DukeAIHealth · X

RT @KulikovUNIATF: A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test res…

Jun 18, 2023 · 10 shares · 689 followers View post →
Dr Alexey Kulikov
@KulikovUNIATF · X

A generative model for synthesizing mixed-type timeseries #health records, including physiological signals, lab test results, and medication uses, improves the downstream applications of #AI method in critical care. #digitalhealth https://t.co/xMSZH4ZKXY https://t.co/F9JZF24ecC

Jun 18, 2023 · 16 likes · 10 shares · 63,037 followers View post →
Kuro_Unplugged
@kuro_unplugged · X

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://t.co/w6UXEYC9NK https://t.co/stTvgyuOEL

May 28, 2023 · 23 followers View post →
Dr Samer Al-Bothaigi
@SalemSamer · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 28, 2023 · 5 shares · 1,502 followers View post →
The Innovation | Medicine
@Innov_Medicine · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 27, 2023 · 5 shares · 253,993 followers View post →
MedAppsAB
@MedAppsAB · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 27, 2023 · 5 shares · 1,292 followers View post →
Manus Aeon
@AeonManus · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 27, 2023 · 5 shares · 132 followers View post →
Supriyo SB Chatterjee
@sbc111 · X

RT @npjDigitalMed: New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent appl…

May 27, 2023 · 5 shares · 4,006 followers View post →
npj Digital Medicine
@npjDigitalMed · X

New article! Read Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications in npj Digital Med https://t.co/Peg8TAlzqc

May 27, 2023 · 20 likes · 5 shares · 3,561 followers View post →
Paul Lopez
@lopezunwired · X

Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications #MachineLearning #NatureJournal #AI https://t.co/HlqWkDVChB https://t.co/8TblSRWGb4

May 27, 2023 · 2,480 followers View post →
Reluctant Quant
@DrMattCrowson · X

RT Generating synthetic mixed-type longitudinal electronic health records for artificial intelligent applications https://t.co/QxfZSAPBEl https://t.co/6Ce8LT1km2

May 27, 2023 · 1,260 followers View post →
Steven Edwards
@stephenwithavee · X

Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications https://t.co/nGw3SaOnyq

Jan 1, 2022 · 214 followers View post →
Steven Edwards
@stephenwithavee · X

Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications https://t.co/nGw3SaOnyq

Dec 24, 2021 · 214 followers View post →
cs.LG Papers
@arxiv_cs_LG · X

Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications. Jin Li, Benjamin J. Cairns, Jingsong Li, and Tingting Zhu https://t.co/ZslMErX2OX

Dec 22, 2021 · 839 followers View post →