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Updated: Jul 2, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
[Treating a psychotic syndrome in 2007]
1Hôpital Saint Anne, Service Hospitalo-Universitaire, Université Paris Descartes, Faculté de Médecine Paris Descartes, Inserm U 894-7, Paris, France. jp.olie@ch-sainte-anne.fr
Psychotic symptoms are categorized into positive, negative, and disorganization patterns. Atypical antipsychotics offer broader efficacy and better tolerability than older drugs, but risks and compliance require attention.
Area of Science:
- Psychiatry
- Neuroscience
Context:
- Psychotic symptoms are traditionally classified into positive, negative, and disorganization patterns.
- Electroconvulsivotherapy (ECT) and conventional neuroleptics were early treatments for psychosis.
- Current research focuses on identifying prepsychotic symptoms and novel therapeutic modalities like brain stimulation.
Purpose:
- To review the evolution of psychotic symptom treatment, focusing on antipsychotic medications.
- To highlight the advantages and challenges associated with atypical antipsychotics.
- To discuss complementary treatment strategies beyond pharmacotherapy.
Summary:
- Atypical antipsychotics demonstrate improved efficacy across the spectrum of psychotic symptoms, including emotional disturbances, and offer better tolerability compared to conventional neuroleptics.
- Despite advancements, challenges such as metabolic and cardiac risks associated with atypical antipsychotics, and patient compliance, persist.
- Effective management of psychotic syndromes necessitates integrated approaches, combining pharmacotherapy with supportive care, rehabilitation, and psychotherapy.
Impact:
- Atypical antipsychotics represent a significant advancement in managing the multifaceted nature of psychotic syndromes.
- Understanding treatment risks and improving patient compliance are crucial for optimizing therapeutic outcomes.
- Future research directions aim to refine early detection and explore innovative treatments, including brain stimulation techniques.
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