TY  - CHAP
AU  - Maharlou, Hamidreza
AU  - Krause, Elischa
AU  - Müntefering, Fabian
AU  - Voges, Jan
AU  - Weihs, Antoine
AU  - Lucht, Michael
AU  - Grabe, Hans J.
AU  - Pollmann, Iris
AU  - Mueller, Franz-Josef
AU  - Weber, Heike
AU  - Oeltze-Jafra, Steffen
A3  - Househ, Mowafa S.
A3  - Tariq, Zain Ul Abideen
A3  - Al-Zubaidi, Mahmood
A3  - Shah, Uzair
A3  - Huesing, Elaine
TI  - The P4D Dashboard: A Platform for Monitoring Clinical Studies
CY  - Amsterdam
PB  - IOS Press
M1  - DZNE-2025-00938
T2  - Studies in Health Technology and Informatics
SP  - 495 - 499
PY  - 2025
AB  - The P4D (Personalized, Predictive, Precise </td><td width="150">
AB  -  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.
KW  - Humans
KW  - Precision Medicine: methods
KW  - User-Computer Interface
KW  - Depressive Disorder, Major: diagnosis
KW  - Depressive Disorder, Major: therapy
KW  - Machine Learning
KW  - Clinical monitoring (Other)
KW  - data integration (Other)
KW  - depression (Other)
KW  - dynamic visualization (Other)
KW  - interactive dashboard (Other)
LB  - PUB:(DE-HGF)7
DO  - DOI:10.3233/SHTI250889
UR  - https://pub.dzne.de/record/280260
ER  -