Biomedical data analytics in mobile-health environments for high-risk pregnancy outcome prediction

2019 ◽  
Vol 10 (10) ◽  
pp. 4121-4134 ◽  
Author(s):  
Mário W. L. Moreira ◽  
Joel J. P. C. Rodrigues ◽  
Francisco H. C. Carvalho ◽  
Naveen Chilamkurti ◽  
Jalal Al-Muhtadi ◽  
...  
Keyword(s):  
High Risk ◽  
Pregnancy Outcome ◽  
Mobile Health ◽  
Data Analytics ◽  
Outcome Prediction ◽  
High Risk Pregnancy ◽  
Biomedical Data ◽  
Risk Pregnancy

High risk pregnancy outcome following induction of labour

1997 ◽  
Vol 72 (2) ◽  
pp. 153-158 ◽  
Author(s):  
Nathan Rojansky ◽  
Benjamin Reubinoff ◽  
Vasilios Tanos ◽  
Asher Shushan ◽  
Daniel Weinstein
Keyword(s):  
High Risk ◽  
Pregnancy Outcome ◽  
High Risk Pregnancy ◽  
Induction Of Labour ◽  
Risk Pregnancy

scholarly journals Comparison of Pregnancy Outcome in Non-Risk and High-Risk Antenatal Mothers

JMS SKIMS ◽  
2014 ◽  
Vol 17 (1) ◽  
pp. 16-19
Author(s):  
Chandra Metgud
Keyword(s):  
Risk Factors ◽  
High Risk ◽  
Pregnant Women ◽  
Pregnancy Outcome ◽  
Rural Areas ◽  
Risk Group ◽  
Common Factor ◽  
High Risk Pregnancy ◽  
Family Needs ◽  
Risk Pregnancy

Objectives: 1. To know the incidence of high risk pregnancy. 2. To study the pregnancy outcome in Non-risk and High-risk antenatal mothers. Study Design: Longitudinal study. Setting: Shindolli Village of Belgaum District. Participants: All women in this village who were pregnant at the start of the study and who became pregnant during the study period. Sample Size: 125. Statistical Analysis: Percentages and Chi-square Test. Results: The incidence of High risk pregnancy was noted in 51(40.80%) pregnant women. The various risk factors noted were: primigravida 18 years, grand multipara, pre-eclampsia, bad obstetric history, severe anaemia etc. Among 125 pregnancy outcome, 69(93.24%) pregnant women in the non-risk group had good outcome compared to 34(66.67%) in the high risk group. The outcome of the pregnancy was significantly associated with presence of risk factors. Conclusion: The high-risk pregnancies are due to early marriages and child bearing at an early age. In rural areas early marriages are perpetuated by tradition, belief and family needs to reduce expenditures. A high percentage of anaemia in the pregnant women was due to the fact that, majority of them belonged to low social classes which affect their dietary intake and purchasing power adversely. Another common factor noted in rural area was grand multiparity, due to the need for male child. JMS 2014;17(1):16-19

scholarly journals STUDY OF PREGNANCY OUTCOME IN VARIOUS HIGH-RISK PREGNANCIES IN TERTIARY CARE HOSPITAL

2019 ◽  
Vol 3 (12) ◽  
Author(s):  
Narendra Vaghela
Keyword(s):  
High Risk ◽  
Pregnancy Outcome ◽  
Social Factors ◽  
Perinatal Outcome ◽  
Neonatal Death ◽  
Married Women ◽  
High Risk Pregnancy ◽  
Control Group ◽  
Risk Pregnancy ◽  
History Of

Introduction: In normal married couple or married women pregnancy is normal physiological condition and not a high-risk condition. Most of the pregnancies have happy outcome with good health of both foetus and mother whereas some pregnancies are complicated by problems with mother’s health, the health of the foetus or complications unique to pregnancy. Like these kinds of complicated pregnancies are group as “high risk” for developing problems and having a poor outcome. In comparing to the normal pregnancy High-risk pregnancy is one of greater risk to the mother or her fetus. A High risk (at risk) pregnancy cases there is increased in risk of morbidity or mortality before or after delivery where the mother, fetus, or neonate. At the time of pregnancy, a high-risk pregnancy is grouped in which past reproductive performance or maternal environment presents a significant risk to foetus such as premature birth, small for date infant, full term with low reservoir or still births and early neonatal death. For pregnant women identification of at high risk for these complicated pregnancies with poor outcome is fundamental to antenatal care. The risk factors which include high risk pregnancy are existing medical conditions such as HIV positive, Diabetes mellitus and BP as well as maternal obesity, multiple births and young or old age. A number of biological and social factors such as age, social class, parity and past obstetric history, occupation and psycho social factors and nutritional status that influence the perinatal outcome during pregnancy. Aim: The main aim of this study is to pregnancy outcome in various high-risk pregnancies. Material and Methods: This study was prospective study in which total 100 high risk and 100 low risk caesarean cases were done.  In all the cases married women were included with the age from 20 to 40 years old having gestational age of more than 28 wks and underwent Caeserian section (Emergency/elective). In this study both IPD and OPD patients were included.  In IPD cases in general had minimum of two antenatal check-ups. At the time of admission detail history of patients was taken including age, address and occupation, menstrual history, obstetrical history regarding gravity, parity abortion, number of term & preterm labours, any history of previous CS, indication for CS and intra-operative complication. For all the patients scoring was done as low risk and high risk cases by modified Coopland’s Scoring System.  In the case of cesarean section Breast feeding was stated after 4 hours. Detailed information and history of neonatal complication and perinatal outcome was also recorded using predesigned and pretested proforma. Result: In this study to total 100 high risks as a study group and 100 low risks as a control group caesarean case with perinatal outcome was recorded. 42% and 30% of the study and control group respectively had low birth weight baby. In the high risk group, 3% had neonatal death while in control group there was 0% respectively. 38% babies in this study group and 17% babies in the control group had mild to severe depression and Apgar score below 6-4. Conclusion:  This study showed pregnancy complications and related perinatal morbidity as risk factors impacting on neonatal outcome. If mother had access to appropriate and timely healthcare during pregnancy majority of maternal morbidities could be prevented.  Hence proper care and timely referral can have a positive impact in lowering the perinatal mortality and morbidity and possibly better maternal outcome. Keywords: Pregnancy outcome, High risk pregnancy, Perinatal outcome, Coopland scoring, Caesarian section

High risk pregnancy outcome by route of delivery

1998 ◽  
Vol 10 (6) ◽  
pp. 447-452 ◽  
Author(s):  
Inbar Ben Shachar ◽  
Daniel Weinstein
Keyword(s):  
High Risk ◽  
Pregnancy Outcome ◽  
High Risk Pregnancy ◽  
Risk Pregnancy ◽  
Route Of Delivery
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