Are We There Yet? Predicting Conversion to Psychosis Using Machine Learning / Jason Smucny en The American Journal of Psychiatry, Año 2023 - Vol. 180 - No. 11 (Noviembre)

Público ISBD [artículo]  inThe American Journal of Psychiatry > Año 2023 - Vol. 180 - No. 11 (Noviembre) . - pp. 836-840 Título : Are We There Yet? Predicting Conversion to Psychosis Using Machine Learning Tipo de documento: texto impreso Autores: Jason Smucny, Autor ; Ian Davidson, Autor ; Cameron S. Carter, Autor Fecha de publicación: 2024 Artículo en la página: pp. 836-840 Idioma : Inglés (eng) Idioma original : Inglés (eng) Palabras clave: Psicosis, Espectro de la esquizofrenia y otros trastornos psicóticos, Aprendizaje automático Resumen: The ability to accurately predict conversion to psychosis from clinical and other measurable features of an at-risk state is critically important to clinicians. To demonstrate clinical utility, these models should predict conversion with at least 80% sensitivity and specificity (1) with concurrently high positive and negative predictive value (PPV/NPV). Link: ./index.php?lvl=notice_display&id=31299 [artículo] Are We There Yet? Predicting Conversion to Psychosis Using Machine Learning [texto impreso] / Jason Smucny, Autor ; Ian Davidson, Autor ; Cameron S. Carter, Autor . - 2024 . - pp. 836-840. Idioma : Inglés (eng) Idioma original : Inglés (eng) in The American Journal of Psychiatry > Año 2023 - Vol. 180 - No. 11 (Noviembre) . - pp. 836-840 Palabras clave: Psicosis, Espectro de la esquizofrenia y otros trastornos psicóticos, Aprendizaje automático Resumen: The ability to accurately predict conversion to psychosis from clinical and other measurable features of an at-risk state is critically important to clinicians. To demonstrate clinical utility, these models should predict conversion with at least 80% sensitivity and specificity (1) with concurrently high positive and negative predictive value (PPV/NPV). Link: ./index.php?lvl=notice_display&id=31299

Baseline frontoparietal task-related bold activity as a predictor of improvement in clinical symptoms at 1-year follow-up in recent-onset psychosis / Jason Smucny en The American Journal of Psychiatry, Año 2019 - Vol. 176 - No.10 (Octubre)

Público ISBD [artículo]  inThe American Journal of Psychiatry > Año 2019 - Vol. 176 - No.10 (Octubre) . - pp. 839-845 Título : Baseline frontoparietal task-related bold activity as a predictor of improvement in clinical symptoms at 1-year follow-up in recent-onset psychosis Tipo de documento: texto impreso Autores: Jason Smucny, Autor ; Tyler A. Lesh, Autor ; Cameron S. Carter, Autor Fecha de publicación: 2019 Artículo en la página: pp. 839-845 Idioma : Inglés (eng) Idioma original : Inglés (eng) Palabras clave: Psicosis, Técnicas de imágenes cerebrales Resumen: The early course of illness in psychotic disorders is highly variable, and predictive biomarkers of treatment response have been lacking. Trial and error remains the basis for care in early psychosis, and poor outcomes are common. Link: ./index.php?lvl=notice_display&id=21187 [artículo] Baseline frontoparietal task-related bold activity as a predictor of improvement in clinical symptoms at 1-year follow-up in recent-onset psychosis [texto impreso] / Jason Smucny, Autor ; Tyler A. Lesh, Autor ; Cameron S. Carter, Autor . - 2019 . - pp. 839-845. Idioma : Inglés (eng) Idioma original : Inglés (eng) in The American Journal of Psychiatry > Año 2019 - Vol. 176 - No.10 (Octubre) . - pp. 839-845 Palabras clave: Psicosis, Técnicas de imágenes cerebrales Resumen: The early course of illness in psychotic disorders is highly variable, and predictive biomarkers of treatment response have been lacking. Trial and error remains the basis for care in early psychosis, and poor outcomes are common. Link: ./index.php?lvl=notice_display&id=21187

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