Prediction of Violent Behavior in Patients With Schizophrenia by Multimodal Machine Learning

Inclusion Criteria

• •for violent group
• •1. Inpatient or out-patient treatment;
• •2. Junior high school education or above, eliminate mental retardation;
• •3. 18-60 years old;
• •4. Han, right-handed;
• •5. Meet the diagnostic criteria of ICD-10 schizophrenia;
• •6. Self-report and confirmed by family members that violence occurred at least 2 times in the recent six months;
• •7. In the recent half year, the revised Version of the weighted total score of The Explicit Attack Scale (MOAS) ≥4;
• •8. Exclude severe heart, liver, kidney, blood, digestive and nervous system diseases;
• •1\) Schizophrenic patients treated in hospital or outpatient; 2) Junior high school education or above, eliminate mental retardation; 3) 18-60 years old; 4) Han, right-handed; 5) Meet the diagnostic criteria of ICD-10 schizophrenia; 6) Self-reported and confirmed by family members that no violence has occurred in the past six months; 7) within the past revisions explicit scale (MOAS) weighted total score ˂ 4 points; 8) Exclude severe heart, liver, kidney, blood, digestive and nervous system diseases; 9) Willing to participate in this study and sign the informed consent.
• •\-