The P4D Dashboard: A Platform for Monitoring Clinical Studies...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan.
The P4D (Personalized, Predictive, Precise & Preventive Medicine for Major Depression) dashboard (https://p4dashboard.vercel.app) is a web-based platform for monitoring and generating data-driven insights within a multi-site clinical depression study. Part of the broader P4D initiative, which aims t...
| Publicado en: | Studies in Health Technology & Informatics Vol. 329; pp. 495 - 500 |
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| Autores principales: | , , , , , , , , , , |
| Formato: | pictorial proceedings research tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
2025
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=187334907&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 187334907 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 09269630 U1V jtl: Studies in Health Technology & Informatics issn: 09269630 maglogo: N pubinfo: dt: 2025 vid: 329 pid: 344 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 187334907 187334907 187334907 10.3233/SHTI250889 187334907 ppf: 495 ppct: 5 formats: tig: atl: The P4D Dashboard: A Platform for Monitoring Clinical Studies...20th World Congress on Medical and Health Informatics (MEDINFO), August 9-13, 2025, Taipei, Taiwan. aug: au: MAHARLOU, Hamidreza KRAUSE, Elischa MÜNTEFERING, Fabian VOGES, Jan WEIHS, Antoine LUCHT, Michael GRABE, Hans J. POLLMANN, Iris MUELLER, Franz-Josef WEBER, Heike OELTZEJAFRA, Steffen affil: Peter L. Reichertz Institute, Hannover Medical School, Germany sug: subj: World Wide Web Applications Depression Therapy Internet-Based Intervention Data Quality Individualized Medicine Decision Making, Clinical Phenotype Genotype Machine Learning Congresses and Conferences Taiwan Taiwan Descriptive Statistics Database Management Software Algorithms Natural Language Processing Decision Making, Computer Assisted ab: The P4D (Personalized, Predictive, Precise & Preventive Medicine for Major Depression) dashboard (https://p4dashboard.vercel.app) is a web-based platform for monitoring and generating data-driven insights within a multi-site clinical depression study. Part of the broader P4D initiative, which aims to advance personalized medicine for depression through deep phenotyping, genotyping, and machine learning, the dashboard addresses the challenge of integrating heterogeneous data sources. Dynamic visualizations and interactive filtering methods enable users to define and explore sub-cohorts, facilitating the understanding of complex patterns and tailoring data views to their specific needs. The dashboard also summarizes key metrics, allowing real-time monitoring of the data collection and the generation of actionable reports. The P4D dashboard has successfully identified data irregularities, such as missing followup assessments due to early patient discharge and site-specific recruitment disparities, enabling timely interventions to enhance data quality. With its adaptable and scalable framework, the dashboard may be applied to other clinical cohort studies in the future. pubtype: Academic Journal doctype: pictorial proceedings research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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