Machine Learning-Based Predictive Modeling of Postpartum Depression
نویسندگان
چکیده
منابع مشابه
Machine learning algorithms in air quality modeling
Modern studies in the field of environment science and engineering show that deterministic models struggle to capture the relationship between the concentration of atmospheric pollutants and their emission sources. The recent advances in statistical modeling based on machine learning approaches have emerged as solution to tackle these issues. It is a fact that, input variable type largely affec...
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BACKGROUND Pediatric traumatic brain injury (TBI) constitutes a significant burden and diagnostic challenge in the emergency department (ED). While large North American research networks have derived clinical prediction rules for the head injured child, these may not be generalizable to practices in countries with traditionally low rates of computed tomography (CT). We aim to study predictors f...
متن کاملPredictive validity of the postpartum depression predictors inventory-revised.
PURPOSE This study aimed to investigate the predictive validity of three versions of the Postpartum Depression Predictors Inventory-Revised (PDPI-R) in Korea. METHODS A descriptive cross-sectional design with a self-administered questionnaire, including 43 items of the PDPI-R, using the Edinburgh Postpartum Depression Scale as the gold standard was used. Data were collected from 316 women wit...
متن کاملPostpartum Depression
چون انرژی ذخیره شده مادر بعلت خستگی یا اثرات دارویی طول مدت زایمان، مشکلات ایجاد شده در روند زایمان و مانند آن از بین می رود، بانوان در دوره پس از زایمان بیش از هر زمان دیگری مستعد ابتلاء به بیماری های احساسی می باشند.
متن کاملPaternal Postpartum Depression and Its Relationship With Maternal Postpartum Depression
Introduction: Evidence shows that some men suffer from Postpartum Depression (PPD), and that the adverse effects of this unknown phenomenon affect them and their family. Objective: The purpose of this study was to determine paternal PPD and its relationship with some factors, especially maternal PPD. Materials and Methods: This cross-sectional study was performed on 205 couples who were selec...
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ژورنال
عنوان ژورنال: Journal of Clinical Medicine
سال: 2020
ISSN: 2077-0383
DOI: 10.3390/jcm9092899