A Theoretical Exploration of Artificial Intelligence’s Impact on Feto-Maternal Health from Conception to Delivery

International Journal of Women s Health, Journal Year: 2024, Volume and Issue: Volume 16, P. 903 - 915

Published: May 1, 2024

Abstract: The implementation of Artificial Intelligence (AI) in healthcare is enhancing diagnostic accuracy clinical setups. use AI steadily increasing with advancing technology, extending beyond disease diagnosis to encompass roles feto-maternal health. harnesses Machine Learning (ML), Natural Language Processing (NLP), Neural Networks (ANN), and computer vision analyze data draw conclusions. Considering maternal health, ML analyzes vast datasets predict fetal health outcomes, while NLP interprets medical texts patient records assist treatment decisions. ANN models identify patterns complex data, aiding risk assessment intervention planning whereas, enables the analysis images for early detection complications. facilitates pregnancy detection, genetic screening, continuous monitoring parameters, providing real-time alerts deviations, also playing a crucial role abnormalities through enhanced ultrasound imaging, contributing informed decision-making. This review investigates into application AI, particularly predictive models, addressing Additionally, it examines potential future directions challenges associated these applications. Keywords: intelligence, monitoring, machine learning, neural networks

Language: Английский

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The role of continuity of care in high-risk pregnant women in Indonesia

European Journal of Midwifery, Journal Year: 2025, Volume and Issue: 9(January), P. 1 - 6

Published: Jan. 3, 2025

1. Muglia LJ, Benhalima K, Tong S, Ozanne S. Maternal factors during pregnancy influencing maternal, fetal, and childhood outcomes. BMC Med. 2022;20(1):418. doi:10.1186/s12916-022-02632-6 CrossRef Google Scholar

Language: Английский

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High-risk pregnant women’s experiences of the receiving prenatal care in COVID-19 pandemic: a qualitative study

BMC Pregnancy and Childbirth, Journal Year: 2022, Volume and Issue: 22(1)

Published: April 26, 2022

Women with high-risk pregnancies are among the most vulnerable groups that require additional precautionary measures against spread of COVID-19 plus receiving prenatal care. Yet, there is limited information on status care in women pregnancies. The purpose this study was to explore experiences who were during pandemic.

Language: Английский

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The Covid 19 outbreak: Maternal Mental Health and Associated Factors

Midwifery, Journal Year: 2021, Volume and Issue: 99, P. 103013 - 103013

Published: April 16, 2021

Language: Английский

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Investigation of the relationship between self-perception and alexithymia levels of high-risk pregnant women

Current Psychology, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 15, 2025

Abstract Alexithymia, known as emotional unresponsiveness, can occur at any time in response to extreme stress during upsetting life events. A risky pregnancy is also a challenging process associated with psychological and difficulties, pregnant women may experience perception problems. Therefore, diagnosis trigger the development of alexithymia. This study aimed examine relationship between self-perception alexithymia levels diagnosed high-risk pregnancies. cross-sectional was conducted 250 admitted hospital June November 2022. Data were gathered using “Socio-demographic Information Form”, Alexithymia Scale” “Pregnant Women’s Self-Perception Scale “. The data analyzed Independent T-test, One-Way Analysis Variance (ANOVA), Pearson Correlation Test, Simple Linear Regression Analysis. statistical significance level accepted p < 0.05. mean age group 30.25 ± 5.78 years. It found that there significant negative correlation total score Total Score Motherhood Perception Pregnancy Sub-dimension (r=-.197; 0.05) Body (=-.395; 0.05). one-unit increase women’s on causes decrease 1.822 points score. study’s findings indicate high motherhood but body have lower levels. who make sense express their emotions

Language: Английский

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Factors Associated With Low Childbirth Self‐Efficacy for Vaginal Birth in High‐Risk Pregnant Women

International Journal of Nursing Practice, Journal Year: 2025, Volume and Issue: 31(1)

Published: Jan. 21, 2025

ABSTRACT Background Low childbirth self‐efficacy is a significant indicator of vaginal birth and closely related to adverse perinatal outcomes. Objectives This study aimed evaluate factors associated with low for in high‐risk pregnant women. Methods descriptive was conducted between July December 2022 Van, Turkey, total 200 participants. Data collection instruments included Socio‐demographic Questionnaire the Self‐Efficacy Regarding Vaginal Birth (SEVB) scale. Independent t ‐test, chi‐square test multivariable binary logistic regression were employed data analysis. Results The mean age participants 27.74 ± 5.12 years, gestational 33.22 4.28 weeks. Unplanned pregnancy status ( p = 0.002), history caesarean section 0.013), multiparity 0.001), < 0.01) 0.001) birth. In multivariate analysis, only (B: 1111; 95% CI: 1038–1189; 0.002) 1120; 1034–1214; 0.004; 0.005) independently self‐efficacy. Conclusions higher maternal ages. Identifying women will improve care process their newborns.

Language: Английский

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Motivations regarding continuing or terminating pregnancy in women with high-risk pregnancies: a scoping review

Frontiers in Global Women s Health, Journal Year: 2025, Volume and Issue: 6

Published: Jan. 22, 2025

Background The decisions of women with high-risk pregnancies to continue or terminate a pregnancy are complex and influenced by various factors. This scoping review synthesises the qualitative literature on underlying motivations influencing these decisions. Aim analysis explores that influence women's regarding continuation termination pregnancy, considering challenges dilemmas this population faces. Methods was conducted following Joanna Briggs Institute's methodology. No date restrictions were applied search. Titles abstracts screened select original studies, cross-checking performed avoid case overlap. We included studies focused factors either when complications arose. Results Eighteen involving from different countries cultural contexts included. identifies four main themes driving decisions: health considerations, religious convictions, social political ethical moral dilemmas. Each theme interlinks form web influences significantly shape choices, illustrating how deeply personal, societal, converge in critical Significant emotional cognitive factors, particularly hope, also play crucial role. findings highlight complexity decision-making process provide deeper understanding social, spiritual dimensions involved. Conclusions Multiple pregnancies. Understanding is providing appropriate support counselling. underscores need for healthcare professionals be aware diversity involved adopt an individualized context-sensitive approach their practice, guiding future actions.

Language: Английский

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Living in a Constant State of Fear: Phenomenological Study on Experiences of Women with High-Risk Pregnancy Waiting for Childbirth in Mpumalanga Province, South Africa

International Journal of Environmental Research and Public Health, Journal Year: 2025, Volume and Issue: 22(2), P. 192 - 192

Published: Jan. 29, 2025

Research and obstetric medicine often ignore the emotional aspect of high-risk pregnant women in clinical management care. Even more so, research does not adequately address psychosocial well-being pregnancies, particularly low middle-income countries, including South Africa. Thus, this study aimed to explore describe experiences support needs waiting for childbirth pregnancies. We conducted a descriptive phenomenological inquiry special clinics two hospitals Nkangala District Municipality Mpumalanga Province, A purposive sampling strategy was used select 15 aged 22 43 years, in-depth interviews were conducted. An inductive thematic analysis approach used. The experience high levels negative emotions such as shock disbelief, fear, pain sorrow, lack control hopelessness, anxiety following diagnosis pregnancy. Fear most expressed feeling by women; their thoughts dominated they lived constant fear throughout pregnancy journey due unpredictable outcomes potential risks Overall, are interlinked bonded with experienced childbirth, contribute stress anxiety. Further exploration is needed identify effective ways these women.

Language: Английский

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Maternal wellbeing: a concept analysis

International Journal of Reproduction Contraception Obstetrics and Gynecology, Journal Year: 2025, Volume and Issue: 14(2), P. 688 - 692

Published: Jan. 29, 2025

Pregnancy and childbirth cause many physiological, psychological social changes thus it is considered as critical period in every woman’s life. Wellbeing during perinatal influenced by factors a unique complex process. Therefore, importance of conceptualizing concept maternal wellbeing has recently gained attention. Objective study to provide more precise definition wellbeing. Walker Avant method analysis, was adapted facilitate analysis on Electronic bibliographic database searched identify the published paper related wellbeing; which includes: (Google scholar, PubMed, Taylor Francis, Ovid) websites (WHO, Maternal child health bureau (MCHB), NHM). By undertaking detailed literature review attributes, antecedents, consequences empirical referents were identified. The attributes cognitive/affective self-evaluation life, multidimensional elements (physical, social, psychological, economical. This will new insight into used for midwives nurses their practice. Also, findings can help expand or develop theories models improving period.

Language: Английский

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Identification of Professional Nursing Care Needs: Experiences of Hospitalized High-Risk Pregnant Women

Aquichan, Journal Year: 2025, Volume and Issue: 24(4), P. 1 - 15

Published: Feb. 11, 2025

Introduction: Understanding the world of pregnant women with high obstetric risk (HOBR), contemplating reality they live in, allows for a profound understanding meanings assign to their care. This contributes establishing person-centered Objective: To understand experiences hospitalized HOBR in highly complex health institution regarding care provided by nursing professionals identifying needs. Materials and Methods: A qualitative interpretative study was conducted from 2017 2019 unit Hospital Universitario del Valle, Colombia. On average, two in-depth interviews were each ten sample sample, until criterion saturation reached. The analysis interpretation conceptualized participants’ based on emergent topics narrated facts, similarities differences, which allowed determination categories under Benner’s philosophical concepts. Results: research explained how is delivered, Swanson’s theoretical framework. Four identified: 1) woman-nurse relationship: Care involved; 2) lived experiences; 3) Hospitalization as circumstance that disrupts woman’s connection her loved ones, 4) source meaning institutional context. Conclusions: Addressing expressed needs enables advance practices informed theory.

Language: Английский

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