Prediction model development of late-onset preeclampsia using machine learning-based methods

First-trimester screening for early and late preeclampsia using maternal characteristics, biomarkers, and estimated placental volume

(2018) Jiri Sonek et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Automatic classification of pediatric pneumonia based on lung ultrasound pattern recognition

(2018) Malena Correa et al.   PLoS One

Development and validation of Prediction models for Risks of complications in Early-onset Pre-eclampsia (PREP): a prospective cohort study

(2017) Shakila Thangaratinam et al.   HEALTH TECHNOLOGY ASSESSMENT

Improved detection of congestive heart failure via probabilistic symbolic pattern recognition and heart rate variability metrics

(2017) Ruhi Mahajan et al.   INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

Body-Weight Fluctuations and Outcomes in Coronary Disease

(2017) Sripal Bangalore et al.   NEW ENGLAND JOURNAL OF MEDICINE

Prediction of 30-Day All-Cause Readmissions in Patients Hospitalized for Heart Failure

(2017) Jarrod D. Frizzell et al.   JAMA Cardiology

Placental origins of adverse pregnancy outcomes: potential molecular targets: an Executive Workshop Summary of the Eunice Kennedy Shriver National Institute of Child Health and Human Development

(2016) John V. Ilekis et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Machine Learning and the Profession of Medicine

(2016) Alison M. Darcy et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Pre-eclampsia

(2016) Ben W J Mol et al.   LANCET

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Predictive Value of the sFlt-1:PlGF Ratio in Women with Suspected Preeclampsia

(2016) Harald Zeisler et al.   NEW ENGLAND JOURNAL OF MEDICINE

Association between magnesium status, oxidative stress and inflammation in preeclampsia: A case–control study

(2015) Vivianne de Sousa Rocha et al.   CLINICAL NUTRITION

Pathogenesis of preeclampsia

(2015) Monica Sircar et al.   CURRENT OPINION IN NEPHROLOGY AND HYPERTENSION

A prospective study of maternal, fetal and neonatal deaths in low- and middle-income countries

(2014) Sarah Saleem et al.   BULLETIN OF THE WORLD HEALTH ORGANIZATION

Beat-to-Beat, Reading-to-Reading, and Day-to-Day Blood Pressure Variability in Relation to Organ Damage in Untreated Chinese

(2014) Fang-Fei Wei et al.   HYPERTENSION

Calcium level during the first trimester of pregnancy as a predictor of preeclampsia

(2014) Aviezer Gabbay et al.   HYPERTENSION IN PREGNANCY

Chronic hypertension and pregnancy outcomes: systematic review and meta-analysis

(2014) K. Bramham et al.   BMJ-British Medical Journal

A Risk Prediction Model for the Assessment and Triage of Women with Hypertensive Disorders of Pregnancy in Low-Resourced Settings: The miniPIERS (Pre-eclampsia Integrated Estimate of RiSk) Multi-country Prospective Cohort Study

(2014) Beth A. Payne et al.   PLOS MEDICINE

Association between glucose variability as assessed by continuous glucose monitoring (CGM) and diabetic retinopathy in type 1 and type 2 diabetes

(2013) Giovanni Sartore et al.   ACTA DIABETOLOGICA

New Developments in the Pathogenesis of Preeclampsia

(2013) Mihran V. Naljayan et al.   ADVANCES IN CHRONIC KIDNEY DISEASE

Association between Dietary Sodium and Potassium Intake with Chronic Kidney Disease in US Adults: A Cross-Sectional Study

(2013) Shailendra Sharma et al.   AMERICAN JOURNAL OF NEPHROLOGY

Placental pathology suggesting that preeclampsia is more than one disease

(2013) David B. Nelson et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Pattern recognition in bioinformatics

(2013) D. de Ridder et al.   BRIEFINGS IN BIOINFORMATICS

Diagnostic Accuracy of Placental Growth Factor in Women With Suspected Preeclampsia

(2013) Lucy C. Chappell et al.   CIRCULATION

Pre-eclampsia rates in the United States, 1980-2010: age-period-cohort analysis

(2013) C. V. Ananth et al.   BMJ-British Medical Journal

Electrocardiogram Pattern Recognition and Analysis Based on Artificial Neural Networks and Support Vector Machines: A Review

(2013) Mario Sansone et al.   Journal of Healthcare Engineering

Development of Novel Breast Cancer Recurrence Prediction Model Using Support Vector Machine

(2012) Woojae Kim et al.   Journal of Breast Cancer

From preeclampsia to renal disease: a role of angiogenic factors and the renin-angiotensin aldosterone system?

(2012) A. M. van der Graaf et al.   NEPHROLOGY DIALYSIS TRANSPLANTATION

Early prediction and prevention of pre-eclampsia

(2011) Karin Leslie et al.   BEST PRACTICE & RESEARCH CLINICAL OBSTETRICS & GYNAECOLOGY

The Kidney in Normal Pregnancy and Preeclampsia

(2011) Tom Cornelis et al.   SEMINARS IN NEPHROLOGY

Low potassium level during the first half of pregnancy is associated with lower risk for the development of gestational diabetes mellitus and severe pre-eclampsia

(2010) Talya Wolak et al.   Journal of Maternal-Fetal & Neonatal Medicine

Prediction of adverse maternal outcomes in pre-eclampsia: development and validation of the fullPIERS model

(2010) Peter von Dadelszen et al.   LANCET

Long-term maternal and subsequent pregnancy outcomes 5 years after hemolysis, elevated liver enzymes, and low platelets (HELLP) syndrome

(2009) Mounira Habli et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY