Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

Machine Learning Models for the Prediction of Postpartum Depression: Application and Comparison Based on a Cohort Study

(2020) Weina Zhang et al.   JMIR Medical Informatics

Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence

(2019) Huiying Liang et al.   NATURE MEDICINE

Interventions to Prevent Perinatal Depression

(2019) Elizabeth O’Connor et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

A clinically applicable approach to continuous prediction of future acute kidney injury

(2019) Nenad Tomašev et al.   NATURE

A systematic review of interventions for healthcare professionals to improve screening and referral for perinatal mood and anxiety disorders

(2018) Molly M. Long et al.   Archives of Womens Mental Health

Beyond one-hot encoding: Lower dimensional target embedding

(2018) Pau Rodríguez et al.   IMAGE AND VISION COMPUTING

Postpartum psychiatric disorders

(2018) Samantha Meltzer-Brody et al.   Nature Reviews Disease Primers

Economic and Health Predictors of National Postpartum Depression Prevalence: A Systematic Review, Meta-analysis, and Meta-Regression of 291 Studies from 56 Countries

(2018) Jennifer Hahn-Holbrook et al.   Frontiers in Psychiatry

Associations between postpartum depression and hypertensive disorders of pregnancy

(2018) Márcia R. Strapasson et al.   INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS

Clinical Decision Support in the Era of Artificial Intelligence

(2018) Edward H. Shortliffe et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Prenatal and postnatal maternal depression and infant hospitalization and mortality in the first year of life: A systematic review and meta-analysis

(2018) Nadège Jacques et al.   JOURNAL OF AFFECTIVE DISORDERS

ACOG Committee Opinion No. 757

(2018)   OBSTETRICS AND GYNECOLOGY

Incorporating Recognition and Management of Perinatal Depression Into Pediatric Practice

(2018) Marian F. Earls et al.   PEDIATRICS

Depression, depressive symptoms and treatments in women who have recently given birth: UK cohort study

(2018) Irene Petersen et al.   BMJ Open

Cesarean section and risk of postpartum depression: A meta-analysis

(2017) Hui Xu et al.   JOURNAL OF PSYCHOSOMATIC RESEARCH

Postpartum Mood Disorders and Thyroid Autoimmunity

(2017) Maria Le Donne et al.   Frontiers in Endocrinology

Perinatal Major Depression Biomarkers: A systematic review

(2016) M. Serati et al.   JOURNAL OF AFFECTIVE DISORDERS

Identifying the women at risk of antenatal anxiety and depression: A systematic review

(2016) Alessandra Biaggi et al.   JOURNAL OF AFFECTIVE DISORDERS

Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review

(2016) Benjamin A Goldstein et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Postpartum Depression

(2016) Donna E. Stewart et al.   NEW ENGLAND JOURNAL OF MEDICINE

Does depression diagnosis and antidepressant prescribing vary by location? Analysis of ethnic density associations using a large primary-care dataset

(2016) P. Schofield et al.   PSYCHOLOGICAL MEDICINE

Using clinical decision support as a means of implementing a universal postpartum depression screening program

(2015) Holly Loudon et al.   Archives of Womens Mental Health

A Mobile Health Application to Predict Postpartum Depression Based on Machine Learning

(2015) Santiago Jiménez-Serrano et al.   Telemedicine and e-Health

Association between probable postnatal depression and increased infant mortality and morbidity: findings from the DON population-based cohort study in rural Ghana

(2015) Benedict Weobong et al.   BMJ Open

A Mobile Health Application to Predict Postpartum Depression Based on Machine Learning

(2015) Santiago Jiménez-Serrano et al.   Telemedicine and e-Health

Assessment of the effects of antihistamine drugs on mood, sleep quality, sleepiness, and dream anxiety

(2014) Pinar Guzel Ozdemir et al.   INTERNATIONAL JOURNAL OF PSYCHIATRY IN CLINICAL PRACTICE

Changing the research landscape: the New York City Clinical Data Research Network

(2014) R. Kaushal et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Effects of perinatal mental disorders on the fetus and child

(2014) Alan Stein et al.   LANCET

Onset Timing, Thoughts of Self-harm, and Diagnoses in Postpartum Women With Screen-Positive Depression Findings

(2013) Katherine L. Wisner et al.   JAMA Psychiatry

Validation of a common data model for active safety surveillance research

(2011) J Marc Overhage et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Use of Brier score to assess binary predictions

(2010) Kaspar Rufibach   JOURNAL OF CLINICAL EPIDEMIOLOGY

Detection, Treatment, and Referral of Perinatal Depression and Anxiety by Obstetrical Providers

(2010) Janice H. Goodman et al.   JOURNAL OF WOMENS HEALTH

Prediction of Postpartum Depression Using Multilayer Perceptrons and Pruning

(2009) S. Tortajada et al.   METHODS OF INFORMATION IN MEDICINE