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Quality of Pregnancy Dating and Obstetric Interventions During Labor: Retrospective Database Analysis

delivery, oxytocin augmentation during labor, cesarean section, and forceps delivery.

Zilma Silveira Nogueira Reis, Juliano De Souza Gaspar, Gabriela Luiza Nogueira Vitral, Vitor Barbosa Abrantes, Ingrid Michelle Fonseca De-Souza, Maria Tereza Silveira Moreira, Regina Amélia Lopes Pessoa Aguiar

JMIR Pediatr Parent 2020;3(1):e14109

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Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

Among pregnant women, the LR algorithm was mostly applied to develop predictions for outcome categories of obstetric labor (13/77, 17%) [36,46,47,54,57,62,64,70,83,86,91,97,103], pregnancy-induced hypertension (12/77, 16%) [30,31, 43,48,55,65,66,68,76,81,93,105

Herdiantri Sufriyana, Atina Husnayain, Ya-Lin Chen, Chao-Yang Kuo, Onkar Singh, Tso-Yang Yeh, Yu-Wei Wu, Emily Chia-Yu Su

JMIR Med Inform 2020;8(11):e16503

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Risk Perception of Health Professionals in Intrapartum Care Decisions: Protocol for a Mixed Methods Study

A large number of women experience some form of intervention during labor, for example, an epidural, administration of oxytocin, an episiotomy, or a caesarean section [2,3].

Nina H Peterwerth, Margareta Halek, Sabrina Tulka, Rainhild Schäfers

JMIR Res Protoc 2020;9(11):e21443

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Medical Help-Seeking Strategies for Perinatal Women With Obstetric and Mental Health Problems and Changes in Medical Decision Making Based on Online Health Information: Path Analysis

First-time pregnant women show a significant negative association between the level of maternal anxiety and feelings of control during labor [39].

Kyungmi Chung, Hee Young Cho, Young Ran Kim, Kyungun Jhung, Hwa Seon Koo, Jin Young Park

J Med Internet Res 2020;22(3):e14095

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Computerized Childbirth Monitoring Tools for Health Care Providers Managing Labor: A Scoping Review

The obstructed labor complex directly contributes to 6-10% of the maternal deaths, in addition to contributing to other diseases for the mother and the baby [3,4].Proper monitoring of the labor and delivery process with appropriate action based on findings

Michael S Balikuddembe, Nazarius M Tumwesigye, Peter K Wakholi, Thorkild Tylleskär

JMIR Med Inform 2017;5(2):e14

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Implementation and Effects of Risk-Dependent Obstetric Care in the Netherlands (Expect Study II): Protocol for an Impact Study

For multiparous women the tool enquires 6 more variables, all concerning the women’s obstetric history.The Expect prediction tool is a Web-based form which calculates the estimated risk profiles.

Pim van Montfort, Jessica PPM Willemse, Carmen D Dirksen, Ivo MA van Dooren, Linda JE Meertens, Marc EA Spaanderman, Maartje Zelis, Iris M Zwaan, Hubertina CJ Scheepers, Luc JM Smits

JMIR Res Protoc 2018;7(5):e10066

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Relationship Between Adherence to Remote Monitoring and Patient Characteristics: Observational Study in Women With Pregnancy-Induced Hypertension

Furthermore, it is likely that women monitored with RM will enter labor spontaneously and will be more likely to be diagnosed with gestational hypertension rather than pre-eclampsia than women treated with conventional care [6].

Thijs Vandenberk, Dorien Lanssens, Valerie Storms, Inge M Thijs, Lotte Bamelis, Lars Grieten, Wilfried Gyselaers, Eileen Tang, Patrick Luyten

JMIR Mhealth Uhealth 2019;7(8):e12574

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INTERGROWTH-21st Gestational Dating and Fetal and Newborn Growth Standards in Peri-Urban Nairobi, Kenya: Quasi-Experimental Implementation Study Protocol

The ability to date a pregnancy accurately affects a clinician’s ability to make informed decisions about appropriate timing of labor induction for maternal and fetal indications (including prolonged gestation) and elective or repeat caesarean sections [15]

Kathryn Millar, Suha Patel, Meghan Munson, Linda Vesel, Shalini Subbiah, Rachel M. Jones, Sarah Little, Aris T. Papageorghiou, Jose Villar, Mary Nell Wegner, Nick Pearson, Faith Muigai, Catherine Ongeti, Ana Langer

JMIR Res Protoc 2018;7(6):e10293

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The Impact of a Maternal Education Program Through Text Messaging in Rural China: Cluster Randomized Controlled Trial

These documents are comprehensive, with 28 education modules on details regarding various maternity care including safe motherhood, parenthood, concept of risk and appropriateness for prenatal care visits and testing, labor and delivery, postpartum care, and

Ri-Hua Xie, Hongzhuan Tan, Monica Taljaard, Yan Liao, Daniel Krewski, Qingfeng Du, Shi Wu Wen

JMIR Mhealth Uhealth 2018;6(12):e11213

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Online Antenatal Care During the COVID-19 Pandemic: Opportunities and Challenges

The obstetric doctor can then closely monitor patients’ glucose levels and provide appropriate dietary suggestions and medications. This would be helpful in decreasing the incidence and negative impact of GDM.

Huailiang Wu, Weiwei Sun, Xinyu Huang, Shinning Yu, Hao Wang, Xiaoyu Bi, Jie Sheng, Sihan Chen, Babatunde Akinwunmi, Casper J P Zhang, Wai-Kit Ming

J Med Internet Res 2020;22(7):e19916

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