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Published on: July 24, 2019
[Digitalized psychiatry : Critical considerations on a new paradigm]
1Karl-Jaspers-Professor für Philosophie und Psychiatrie, Psychiatrische Universitätsklinik, Voßstr. 4, 69115, Heidelberg, Deutschland. thomas.fuchs@urz.uni-heidelberg.de.
Digitalization and artificial intelligence offer new psychiatric procedures. Machine learning and big data promise more accurate and efficient algorithmized diagnostics, prediction, and therapy, potentially replacing current disease entities.
Area of Science:
- Digital psychiatry
- Computational psychiatry
- Artificial intelligence in healthcare
Background:
- The integration of digitalization and artificial intelligence (AI) presents novel procedural opportunities in psychiatry.
- Current psychiatric diagnostics and treatment rely on clinical observation, which may be surpassed by data-driven methods.
Purpose of the Study:
- To examine the potential benefits and challenges of digitalized psychiatry.
- To explore the convergence of AI-driven approaches with the search for new, biologically-based disorder patterns.
Main Methods:
- Utilizing machine learning techniques.
- Leveraging big data analytics.
- Examining the transition from clinical observation to algorithmized psychiatric procedures.
Main Results:
- Machine learning and big data are expected to enable algorithmized diagnostics, prediction, and therapy with enhanced accuracy and efficiency.
- These advancements align with efforts to identify new disorder patterns beyond traditional psychopathological entities.
Conclusions:
- Digitalized psychiatry, powered by AI and big data, offers a promising future for more precise and efficient mental healthcare.
- Addressing the challenges of this digital transformation is crucial for realizing its full potential in psychiatric practice and research.
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