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Skip search results from other journals and go to results- 47 JMIR Mental Health
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In the same vein, data mining and visualization are thus important in the case of schizophrenia, where understanding behavioral patterns and predicting relapse significantly impact patient outcomes.
The current literature strongly supports the notion that data visualizations have the potential to improve clinicians’ engagement and effectively communicate trends in patient data [13,14].
JMIR Form Res 2025;9:e70073
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For instance, individuals with schizophrenia often exhibit disturbances in their speech patterns, characterized by disorganized syntax and impaired semantic coherence [3]. Similarly, individuals with borderline personality disorder (BPD) have higher levels of overall expressive language impairment, as well as decreased syntactic and lexical complexity [4].
Furthermore, quantitative analysis of language usage can aid in tracking disease progression and treatment response.
JMIR AI 2025;4:e67369
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Suicide is a common cause of premature mortality among people living with schizophrenia [3,4] and a recent systematic review has reported a point prevalence of nearly 30% of SIs in people with schizophrenia [5].
Most of the empirical research on the risks of suicidality includes cross-sectional or retrospective studies that distinguish the characteristics between people who experience SIs or suicidal behavior, and those who do not [6-8].
JMIR Form Res 2025;9:e67745
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The PRISM study aimed to investigate social withdrawal in 2 brain disorders, schizophrenia and probable AD [32,33].
J Med Internet Res 2025;27:e64007
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Schizophrenia and related psychoses present debilitating challenges, imposing an enormous burden on individuals, families, and communities [1,2] and are characterized by symptom recurrence, social deterioration, and cognitive impairments [3-8].
JMIR Res Protoc 2025;14:e63269
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Psychosis is the distinguishing feature of schizophrenia spectrum disorders and a frequent manifestation of mood and substance use disorders [1]. It is characterized by alterations in thoughts and perceptions, often taking the form of positive symptoms such as delusions, hallucinations [2], and disorganized thinking [3], as well as negative symptoms such as blunted affect, poverty of speech, and withdrawal from social and occupational activities [4].
JMIR Res Protoc 2025;14:e63405
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To showcase the proposed methodology, we developed a GPT-4–powered schizophrenia informational chatbot, hereafter referred to as CAFIbot, which conveys the content of the Learning to Live With Schizophrenia manual. This manual was produced by the Global Alliance of Mental Illness Advocacy Network Europe patient advocacy group [11], who we are collaborating with in an ongoing clinical project (called TRUSTING) involving patients with mental health problems [12].
JMIR AI 2025;4:e69820
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Sedentary lifestyle and low aerobic fitness are highly ubiquitous among individuals with schizophrenia [1,2] and are associated with a wide range of medical and psychiatric health indicators including cardiopulmonary and metabolic problems [3-5], high symptom burden, and depression [6], as well as poor neurocognition and daily functioning [1].
JMIR Ment Health 2025;12:e68251
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Movement data estimated from a 3-axis accelerometer were negatively correlated with negative symptoms assessed with the Positive and Negative Syndrome Scale (PANSS) in patients with schizophrenia [17]. The number of steps was negatively correlated with PANSS positive-factor, negative-factor, general subscales, and total score, in patients with schizophrenia in an inpatient setting [18].
JMIR Mhealth Uhealth 2025;13:e56185
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The estimated lifetime prevalence of schizophrenia is 0.59%, according to a secondary analysis of the 2019 cross-sectional Japan National Health and Wellness Survey [6]. However, this study may produce underestimation since it only depended on physician diagnoses. Individuals with schizophrenia hardly self-identify as having schizophrenia because of stigma and lack of awareness of schizophrenia and its symptoms [7-13].
JMIR Form Res 2025;9:e66330
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