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Updated: Jul 10, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Psychiatry and the unknown future: the period of hope
Andreas Conca1,2, Giancarlo Giupponi1, Klaus Eisendle1,3
1Bolzano Central Hospital, Bolzano, Italy.
Abstract:
Modern psychiatry is transitioning from an entity-based taxonomy toward a systems-oriented science that integrates biological, psychological, social, and existential levels of analysis. We propose a conceptual framework that combines genetics and multi-omics approaches, synergetics, complex systems theory, and a neo-existentialist perspective. Within this framework, psychiatric illness is conceptualized as a crisis of regulation and meaning emerging across dynamically interacting multi-level networks. We discuss implications for clinical practice, including process-based psychotherapy, idiographic mapping, and neuromodulatory interventions, as well as consequences for service design, such as recovery-oriented integrated care ecosystems and ethical challenges in forensic settings. Finally, we outline key research directions, including multimodal clustering approaches and digital phenotyping, aimed at capturing non-linear trajectories of mental suffering and recovery. "In order to possess what you do not possess…" - T.S. Eliot.
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