An imbalance-aware deep neural network for early prediction of preeclampsia

Medical Image Interpolation Using Recurrent Type-2 Fuzzy Neural Network

(2021) Jafar Tavoosi et al.   Frontiers in Neuroinformatics

A New General Type-2 Fuzzy Predictive Scheme for PID Tuning

(2021) Jafar Tavoosi et al.   Applied Sciences-Basel

Novel electronic health records applied for prediction of pre-eclampsia: Machine-learning algorithms

(2021) Yi-xin Li et al.   Pregnancy Hypertension-An International Journal of Womens Cardiovascular Health

A new predictive energy management system: Deep learned type-2 fuzzy system based on singular value decommission

(2021) Yan Cao et al.   Energy Reports

Preeclampsia Among African American Pregnant Women

(2020) Ming Zhang et al.   OBSTETRICAL & GYNECOLOGICAL SURVEY

Artificial intelligence-assisted prediction of preeclampsia: Development and external validation of a nationwide health insurance dataset of the BPJS Kesehatan in Indonesia

(2020) Herdiantri Sufriyana et al.   EBioMedicine

A cost-sensitive convolution neural network learning for control chart pattern recognition

(2020) Donovan Fuqua et al.   EXPERT SYSTEMS WITH APPLICATIONS

Consensus tracking of multi-agent systems using constrained neural-optimiser-based sliding mode control

(2020) Reza Rahmani et al.   INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE

Prediction of Preeclampsia and Intrauterine Growth Restriction: Development of Machine Learning Models on a Prospective Cohort

(2020) Herdiantri Sufriyana et al.   JMIR Medical Informatics

Maternal Mortality Among American Indian/Alaska Native Women: A Scoping Review

(2020) Jennifer L. Heck et al.   JOURNAL OF WOMENS HEALTH

A Nudge Toward Universal Aspirin for Preeclampsia Prevention

(2019) Nina K. Ayala et al.   OBSTETRICS AND GYNECOLOGY

Predictive models for bariatric surgery risks with imbalanced medical datasets

(2019) Talayeh Razzaghi et al.   ANNALS OF OPERATIONS RESEARCH

Racial and ethnic disparities in severe maternal morbidity prevalence and trends

(2019) Stephanie A. Leonard et al.   ANNALS OF EPIDEMIOLOGY

Preeclampsia and Cardiovascular Disease in a Large UK Pregnancy Cohort of Linked Electronic Health Records

(2019) Lydia J. Leon et al.   CIRCULATION

Racial/Ethnic Disparities in Pregnancy-Related Deaths — United States, 2007–2016

(2019) Emily E. Petersen et al.   MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT

Clinical risk assessment in early pregnancy for preeclampsia in nulliparous women: A population based cohort study

(2019) Anna Sandström et al.   PLoS One

Prenatal exposure to preeclampsia as an independent risk factor for long-term cardiovascular morbidity of the offspring

(2018) Kira Nahum Sacks et al.   Pregnancy Hypertension-An International Journal of Womens Cardiovascular Health

Racial and Ethnic Disparities in the Incidence of Severe Maternal Morbidity in the United States, 2012–2015

(2018) Lindsay K. Admon et al.   OBSTETRICS AND GYNECOLOGY

Learning from class-imbalanced data: Review of methods and applications

(2017) Guo Haixiang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Epidemiology of racial/ethnic disparities in severe maternal morbidity and mortality

(2017) Sarah J. Holdt Somer et al.   SEMINARS IN PERINATOLOGY

Black-white differences in severe maternal morbidity and site of care

(2016) Elizabeth A. Howell et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values

(2016) Talayeh Razzaghi et al.   PLoS One

Racial Disparities in Comorbidities, Complications, and Maternal and Fetal Outcomes in Women With Preeclampsia/eclampsia

(2015) Sajid Shahul et al.   HYPERTENSION IN PREGNANCY

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Early Pregnancy Prediction of Preeclampsia in Nulliparous Women, Combining Clinical Risk and Biomarkers

(2014) Louise C. Kenny et al.   HYPERTENSION

Differences in Preeclampsia Rates Between African American and Caucasian Women: Trends from the National Hospital Discharge Survey

(2014) Khadijah Breathett et al.   JOURNAL OF WOMENS HEALTH

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

First trimester prediction of early onset preeclampsia using demographic, clinical, and sonographic data: a cohort study

(2013) Javier Caradeux et al.   PRENATAL DIAGNOSIS

Performance of a first-trimester screening of preeclampsia in a routine care low-risk setting

(2012) Elena Scazzocchio et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Credit scoring models for the microfinance industry using neural networks: Evidence from Peru

(2012) Antonio Blanco et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prediction of early and late pre-eclampsia from maternal characteristics, uterine artery Doppler and markers of vasculogenesis during first trimester of pregnancy

(2012) M. Parra-Cordero et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

First-trimester placental protein 13, PAPP-A, uterine artery Doppler and maternal characteristics in the prediction of pre-eclampsia

(2011) A.O. Odibo et al.   PLACENTA

Risk Factors for a Prolonged Length of Stay in Women Hospitalized for Preeclampsia in Texas

(2010) Zuber D. Mulla et al.   HYPERTENSION IN PREGNANCY

Prevention of Preeclampsia and Intrauterine Growth Restriction With Aspirin Started in Early Pregnancy

(2010) Emmanuel Bujold et al.   OBSTETRICS AND GYNECOLOGY

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An expert system for detection of breast cancer based on association rules and neural network

(2008) Murat Karabatak et al.   EXPERT SYSTEMS WITH APPLICATIONS