1.The correlation between quality of life (QOL) and medication adherence to antihypertensive medications among middle-aged Filipino adults.
Aiella Antonia B. Recto ; Alexandria H. Requierme ; Katrina Nicole D. Requizo ; Armando Miguel I. Reyes ; Dean Adrian G. Reyes ; John Andrew N. Reyes ; Marcellus Francis L. Ramirez
Journal of Medicine University of Santo Tomas 2026;10(1):1837-1847
INTRODUCTION
Hypertension is a serious public health issue that puts individuals at risk for various morbidity and mortality indicators. One of the most crucial factors in managing blood pressure and preventing complications is medication adherence which is linked to several determinants. This study explored the correlation between medication adherence among middle-aged hypertensive adults and the different domains of quality of life (QOL), which includes physical, psychological, social relationship and environment.
METHODSThis cross-sectional study involved 96 Filipino residents of Brgy. San Jose, Navotas City aged 35 to 65 years old diagnosed with hypertension and prescribed anti-hypertensive medications. Pearson’s correlation coefficient was used to calculate the correlation between different domains of QOL as well as the overall QOL score.
RESULTSResults revealed a statistically significant but weak positive correlation between overall QOL and medication adherence (r = 0.336, p<0.001). Among the QOL domains, environmental domain had the strongest correlation with adherence (r = 0.446, p = 0.00), followed by physical health (r = 0.443, p = 0.01) and psychological well-being (r = 0.382, p = 0.01). The social relationship domain showed negligible correlation (r = 0.163, p = 0.4).
CONCLUSIONThe study demonstrates that while medication adherence is modestly associated with better perceived QOL, especially in physical, psychological and environmental aspects, other factors likely influence both outcomes. These findings highlight the need for holistic, community-based interventions that address not only medication adherence but also environmental and psychosocial barriers to care in managing hypertension.
Human ; Adult: 25-44 Yrs Old ; Middle Aged: 45-64 Yrs Old ; Aged: 65-79 Yrs Old ; Quality Of Life ; Public Health ; Medication Adherence ; Antihypertensive Agents ; Blood Pressure ; Interpersonal Relations
2.Undiagnosed 33-Year-Old Filipino male HIV case presenting initially as stroke in the young: A case report.
Samantha Karla Dv INONCILLO ; Joseree-ann S. CATINDIG ; Maria Rhona M. BERGANTIN
Journal of Medicine University of Santo Tomas 2026;10(1):1913-1917
Cerebrovascular disease is uncommon in patients with HIV, occurring in up to 1.9% of patients, 0.2% were presenting with transient ischemic attacks. The central nervous system is the first part of the body to be affected by the human immunodeficiency virus. This case report is a unique presentation of a 33-year-old male who presented with focal neurologic deficits that lasted for one hour with a background of promiscuous history. The patient was positive for HIV screening test and CD4 count and was started on a combination of antiretroviral therapy. This is the first documented case report in the Philippines. This case report demonstrates the need for a high index of suspicion for early detection of the cause in HIV-positive patients with recurrent transient ischemic attacks, given the high morbidity and mortality that is associated with this condition if delayed or undiagnosed.
Human ; Male ; Adult: 25-44 Yrs Old ; Neurologic Manifestations ; Cerebrovascular Disorders ; Nervous System ; Central Nervous System ; Cd4 Lymphocyte Count
3.Quality of care among patients with acute heart failure at the emergency room and adherence of physicians at the University of the Philippines – Philippine General Hospital to the division of cardiovascular medicine – heart failure pathway:A retrospective cohort study.
Mark John D. Sabando ; Felix Eduardo R. Punzalan ; Frances Dominique V. Ho ; Tam Adrian P. Aya-ay ; Kevin Paul Da. Enriquez ; Marie Kirk A. Maramara ; Ronald Allan B. Roderos ; Lauren Kay M. Evangelista
Acta Medica Philippina 2026;60(2):22-32
OBJECTIVES
Clinical pathways (CPs) ensure adherence to heart failure (HF) management guidelines. To optimize quality care in a low resource setting, an evidence-based care pathway for the management of acute HF was implemented at the emergency department (ED) of the Philippine General Hospital (PGH), the designated national tertiary hospital and referral center. This study aimed to describe the characteristics of adults with acute HF admitted at the ED and evaluate the quality of care they received, measured using physician adherence to the hospital’s acute heart failure CP.
METHODSThis was a retrospective, descriptive cohort study. We reviewed the inpatient charts of all adult patients with acute HF admitted to the ED of the PGH and referred to the Division of Cardiovascular Medicine between December 1, 2022 and May 31, 2023. Quality of care was assessed based on adherence to quality indicators adapted from routine and conditional order sets detailed in the pathway. Descriptive statistics was utilized to describe patient characteristics, quality of care, and outcomes.
RESULTSTwo hundred thirty-six (236) patients were included, with a mean age of 51.8 years. Majority were male (53.4%); hypertension (61.4%) and ischemic heart disease (53.8%) were the most common comorbidities, and infection the most common precipitant of decompensation (60.6%). There were optimal adherence rates to routine orders, which included referrals to Internal Medicine and Cardiology, baseline vital signs monitoring, fluid intake and output monitoring, chest radiograph, complete blood count, blood urea nitrogen, sodium, potassium, prothrombin time, partial thromboplastin time, arterial blood gas, urinalysis, and N-terminal pro b-type natriuretic peptide. Conditional orders, such as oxygen support, focused echocardiography, thyroid - stimulating hormone, and the use of vasopressors, diuretics, and venous thromboembolism prophylactic agents, were optimally performed when warranted. However, we noted suboptimal adherence to certain resource-intensive conditional orders, such as hourly monitoring of urine output (61.4%), hooking to cardiac monitor (53.8%), and performance of 12-lead ECG within 10 minutes (56.8%). Further, only 43.9% of patients were referred to the intensive care unit. Troponin I, calcium, magnesium, and albumin were ordered in excess.
CONCLUSIONOverall adherence rate of physicians to the hospital’s Acute Heart Failure Pathway was satisfactory. Work is needed to improve adherence to hourly urine output monitoring, consistent hooking to cardiac monitor, and timely performance of 12-lead ECG – an effort that begins with expanding in-hospital diagnostic equipment and human resource supply. We recommend continuous pathway implementation with periodic evaluation and stakeholder feedback to further improve quality of care.
Human ; Male ; Female ; Middle Aged: 45-64 Yrs Old ; Adult ; Albumins ; Blood ; Blood Urea Nitrogen ; Calcium ; Cardiology ; Chart ; Charts ; Cohort Studies ; Critical Care ; Critical Pathways ; Diagnostic Equipment ; Disease ; Diuretics ; Echocardiography ; Electrocardiography ; Emergencies ; Emergency Service, Hospital ; Equipment And Supplies ; Evaluation Studies As Topic ; Feedback ; Heart ; Heart Diseases ; Heart Failure ; Hormones ; Hospitals ; Hospitals, General ; Humans ; Hypertension ; Indicators And Reagents ; Infection ; Infections ; Inpatients ; Intensive Care Units ; Internal Medicine ; Lead ; Magnesium ; Male ; Medicine ; Myocardial Ischemia ; Natriuretic Peptide, Brain ; Natriuretic Peptides ; Nitrogen ; Overall ; Oxygen ; Partial Thromboplastin Time ; Patients ; Peptides ; Philippines ; Physicians ; Potassium ; Prothrombin ; Prothrombin Time ; Quality Of Health Care ; Referral And Consultation ; Sodium ; Statistics ; Tertiary Care Centers ; Thorax ; Thromboembolism ; Thromboplastin ; Thyroid Gland ; Time ; Troponin ; Troponin I ; Universities ; Urea ; Urinalysis ; Urine ; Venous Thromboembolism ; Vital Signs ; Work ; Workforce
4.Transcatheter Aortic Valve-in-Surgical Aortic Valve (TAV-in-SAV) for bioprosthetic valve dysfunction after modified bentall’s procedure: A case report.
Monica B. ALAGON ; Jessielyn SIA ; Timothy DY ; Aristides PANLILIO ; Nelson LEE
Philippine Journal of Cardiology 2026;54(S1):24-29
This is the case of a 62-year-old male with prior modified Bentall’s procedure using a 23-mm bioprosthetic valve last 2013 who came in with progressive heart failure symptoms. On physical examination, vital signs are stable. Physical exam revealed rhonchi on both lung fields and irregular rhythm with a grade 3 systolic ejection murmur at the aortic area. A 2-dimensional transthoracic echocardiogram showed an ejection fraction of 25%, aortic valve area of 1.0 cm2 and mean gradient of 21 mmHg consistent with severe low-flow, low-gradient aortic stenosis (AS). Options for re-do surgical aortic valve replacement (SAVR) were discussed. Since the patient was deemed high risk for another surgery, the option for transcatheter aortic valve in surgical aortic valve (TAV-in-SAV) was considered. The patient underwent successful TAV-in-SAV using a 26-mm self-expanding bioprosthetic valve. Post-procedure, there was significant improvement of functional capacity from class IV to class I.
Human ; Male ; Middle Aged: 45-64 Yrs Old ; World Health Organization ; Vital Signs ; Respiratory Sounds ; Research Report ; Physical Examination ; Constriction, Pathologic ; Aortic Valve Stenosis
5.Two heartbeats, one tumor: Non-functioning adrenocortical tumor in pregnancy
Nur Nisrina Yahya ; Noor Rafhati Adyani Abdullah
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):21-
Introduction:
Adrenocortical carcinoma (ACC) is a rare and aggressive
malignancy, with an incidence of 1–2 cases per million
annually. Its occurrence during pregnancy is exceptionally uncommon, presenting significant diagnostic and management challenges due to overlapping physiological changes
and concerns for both maternal and fetal outcomes. While
most cases are hormonally functional, non-functioning
ACC during pregnancy is particularly rare and may result
in delayed diagnosis.
Case:
A 35-year-old Malay female was referred following ultrasonography for persistent back and left flank pain, which
revealed a left adrenal incidentaloma and a concurrent
10-week intrauterine pregnancy. There were no clinical
signs of hormone excess. Physical examination revealed a
normotensive patient with a large, palpable left abdominal
mass, without Cushingoid or virilizing features.
Magnetic resonance imaging (MRI) demonstrated a 12.1
× 10.3 × 12.8 cm heterogeneous left adrenal mass with
cystic and necrotic components, displacing adjacent
structures. Hormonal evaluation was within normal limits:
24-hour urinary cortisol 320.2 nmol/24 hours (reference
range [RR] 11.8–350), midnight salivary cortisol <3 and
4.2 nmol/L (RR <11.3), plasma metanephrine <0.2 nmol/L
(RR <0.5), normetanephrine 0.6 nmol/L (RR <0.9), and
17-hydroxyprogesterone 223 ng/dL (RR <285), consistent
with a non-functioning tumor.
Following multidisciplinary consultation, the patient
underwent open left adrenalectomy at 16 weeks’ gestation.
Histopathological analysis confirmed ACC (Weiss score
8/9) without extra-adrenal extension. Surveillance MRI at
32 weeks demonstrated no recurrence or residual mass.
At 40 weeks’ gestation, she delivered a healthy infant, and
both mother and child remain well on follow-up.
Conclusion
Non-functioning ACC during pregnancy is rare and
poses significant diagnostic challenges. Early imaging,
comprehensive hormonal assessment, and timely surgical
intervention during the second trimester are essential.
Multidisciplinary management is crucial to optimizing
maternal and fetal outcomes.
Female
;
Pregnancy
;
Heart Rate
;
Neoplasms
6.Blood Pressure Improves After Bariatric Surgery Across Patient Subgroups
Liyana Ahmad Zamri ; Nur Azlin Zainal Abidin ; Farah Huda Mohkiar ; You Zhuan Tan ; Fazliana Mansor ; Yue Tsen Poh ; Shu Yu Lim ; Gee Tikfu
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):58-59
Introduction:
Hypertension is common in obesity and increases
cardiovascular risk. Bariatric surgery improves metabolic
health, but subgroup differences in blood pressure response
remain unclear. This study examined 1-year changes in
systolic blood pressure (SBP) and diastolic blood pressure
(DBP) after bariatric surgery across sex, age group, and
diabetes status.
Methodology:
This study included 32 obese adults undergoing bariatric
surgery, with blood pressure measured at baseline, 6
and 12 months. Generalized estimating equation models
were used to evaluate changes in SBP and DBP over time,
adjusting for age, sex, surgery type, diabetes category,
baseline body mass index, antihypertensive medication
use, and baseline blood pressure. Interaction terms were
tested to assess differences in blood pressure trajectories
across subgroups.
Results:
Participants were predominantly female (67.4%), with a
mean age of 36.9 ± 6.2 years and a mean body mass index
of 40.7 ± 8.8 kg/m². Hypertension and diabetes were present
in 40.6 and 31.3% of participants, respectively. There was a
significant time effect for both SBP (p <0.001) and DBP (p
= 0.004). At 12 months post-surgery, mean SBP decreased
by 15 mmHg and DBP by 7.9 mmHg compared with
baseline (both p <0.001). No significant interactions were
observed between time and sex, diabetes category, or age
category, indicating that blood pressure improvements
were comparable across subgroups.
Conclusion
Bariatric surgery was associated with clinically meaningful
reductions in both SBP and DBP, with similar improvement
patterns observed across demographic and metabolic subgroups. These findings support the effectiveness of bariatric
surgery as a strategy for blood pressure reduction and
cardiovascular risk management in patients with obesity.
Blood Pressure
;
Bariatric Surgery
7.Cardiovascular response and safety of virtual reality exergame in acute geriatric ward
Melinda Harini ; Widjajalaksmi Kusumaningsih ; Prasandhya Astagiri Yusuf ; Kuntjoro Harimurti ; Martina Wiwie Setiawan Nasrun ; Alida Rowsita Harahap ; Irma Ruslina Defi ; Satyanaya Widyaningrum ; Luthfi Saiful Arif ; Arierta Pujitresnani ; Boya Nugraha
Medical Journal of Indonesia 2026;35(2):99-106
BACKGROUND :
Exergames have been proven to effectively improve physical function, particularly in the elderly. Although, older adults were once considered a low-tech population, tailored exergame interventions have proven beneficial. However, utilizing virtual reality (VR) in group presents challenges related to both cognitive acceptance and cardiovascular tolerance. This study aimed to evaluate cardiovascular responses, safety, and exercise intensity or VR-based exergaming in an acute care setting and to explore what to consider when giving exergames to subjects with high comorbidity.
METHODS :
This pre-post study used the Oculus Meta Quest 2® platform in 32 elderly participants. Each completed a single exergame session. Pre- and post-session assessments included measurements of heart rate (HR), systolic blood pressure (SBP), and diastolic blood pressure (DBP). Cardiopulmonary sentinel signs were monitored thoroughly.
RESULTS :
Post-exergame HR was significantly higher than baseline (82 [18] beats per minute [bpm] versus 79 [17] bpm; p = 0.004; mean difference: 4 [8] bpm). Blood pressure decreased slightly, but not significantly (SBP: −1 [14] mmHg, p = 0.837; DBP: 0 [12] mmHg, p = 0.829). Most participants experienced light-intensity activities (n = 26, 81%). No sentinel events occurred.
CONCLUSIONS
A single session of VR exergaming safely increased HR above baseline in elderly participants, with activity predominantly classified as light intensity. Further studies should explore the determinants of exergame intensity to optimize prescriptions and tailoring.
elderly
;
exergames
;
heart rate
;
virtual reality
8.Buyang Huanwu Decoction promotes angiogenesis after oxygen-glucose deprivation/reoxygenation injury of bEnd.3 cells by regulating YAP1/HIF-1α signaling pathway via caveolin-1.
Bo-Wei CHEN ; Yin OUYANG ; Fan-Zuo ZENG ; Ying-Fei LIU ; Feng-Ming TIAN ; Ya-Qian XU ; Jian YI ; Bai-Yan LIU
China Journal of Chinese Materia Medica 2025;50(14):3847-3856
This study aims to explore the mechanism of Buyang Huanwu Decoction(BHD) in promoting angiogenesis after oxygen-glucose deprivation/reoxygenation(OGD/R) of mouse brain microvascular endothelial cell line(brain-derived Endothelial cells.3, bEnd.3) based on the caveolin-1(Cav1)/Yes-associated protein 1(YAP1)/hypoxia-inducible factor-1α(HIF-1α) signaling pathway. Ultra-high performance liquid chromatography-quadrupole-time-of-flight mass spectrometry(UPLC-Q-TOF-MS) was used to analyze the blood components of BHD. The cell counting kit-8(CCK-8) method was used to detect the optimal intervention concentration of drug-containing serum of BHD after OGD/R injury of bEnd.3. The lentiviral transfection method was used to construct a Cav1 silent stable strain, and Western blot and polymerase chain reaction(PCR) methods were used to verify the silencing efficiency. The control bEnd.3 cells were divided into a normal group(sh-NC control group), an OGD/R model + blank serum group(sh-NC OGD/R group), and an OGD/R model + drug-containing serum group(sh-NC BHD group). Cav1 silent cells were divided into an OGD/R model + blank serum group(sh-Cav1 OGD/R group) and an OGD/R model + drug-containing serum group(sh-Cav1 BHD group). The cell survival rate was detected by the CCK-8 method. The cell migration ability was detected by a cell migration assay. The lumen formation ability was detected by an angiogenesis assay. The apoptosis rate was detected by flow cytometry, and the expression of YAP1/HIF-1α signaling pathway-related proteins in each group was detected by Western blot. Finally, co-immunoprecipitation was used to verify the interaction between YAP1 and HIF-1α. The results showed astragaloside Ⅳ, formononetin, ferulic acid, and albiflorin in BHD can all enter the blood. The drug-containing serum of BHD at a mass fraction of 10% may be the optimal intervention concentration for OGD/R-induced injury of bEnd.3 cells. Compared with the sh-NC control group, the sh-NC OGD/R group showed significantly decreased cell survival rate, cell migration rate, mesh number, node number, and lumen length, significantly increased cell apoptotic rate, significantly lowered phosphorylation level of YAP1 at S127 site, and significantly elevated nuclear displacement level of YAP1 and protein expression of HIF-1α, vascular endothelial growth factor(VEGF), and vascular endothelial growth factor receptor 2(VEGFR2). Compared with the same type of OGD/R group, the sh-NC BHD group and sh-Cav1 BHD group had significantly increased cell survival rate, cell migration rate, mesh number, node number, and lumen length, a significantly decreased cell apoptotic rate, a further decreased phosphorylation level of YAP1 at S127 site, and significantly increased nuclear displacement level of YAP1 and protein expression of HIF-1α, VEGF, and VEGFR2. Compared with the sh-NC OGD/R group, the sh-Cav1 OGD/R group exhibited significantly decreased cell survival rate, cell migration rate, mesh number, node number, and lumen length, a significantly increased cell apoptotic rate, a significantly increased phosphorylation level of YAP1 at S127 site, and significantly decreased nuclear displacement level of YAP1 and protein expression of HIF-1α, VEGF, and VEGFR2. Compared with the sh-NC BHD group, the sh-Cav1 BHD group showed significantly decreased cell survival rate, cell migration rate, mesh number, node number, and lumen length, a significantly increased cell apoptotic rate, a significantly increased phosphorylation level of YAP1 at the S127 site, and significantly decreased nuclear displacement level of YAP1 and protein expression of HIF-1α, VEGF, and VEGFR2. YAP1 protein was present in the protein complex precipitated by the HIF-1α antibody, and HIF-1α protein was also present in the protein complex precipitated by the YAP1 antibody. The results confirmed that the drug-containing serum of BHD can increase the activity of YAP1/HIF-1α pathway in bEnd.3 cells damaged by OGD/R through Cav1 and promote angiogenesis in vitro.
Drugs, Chinese Herbal/pharmacology*
;
Animals
;
Mice
;
Signal Transduction/drug effects*
;
Glucose/metabolism*
;
Caveolin 1/genetics*
;
Hypoxia-Inducible Factor 1, alpha Subunit/genetics*
;
YAP-Signaling Proteins
;
Oxygen/metabolism*
;
Endothelial Cells/metabolism*
;
Cell Line
;
Adaptor Proteins, Signal Transducing/genetics*
;
Neovascularization, Physiologic/drug effects*
;
Cell Hypoxia/drug effects*
;
Angiogenesis
9.Blood glucose-lowering mechanism of Poria aqueous extract by UPLC-Q-TOF-MS/MS combined with network pharmacology and experimental verification.
Dan-Dan ZHANG ; Wen-Biao WAN ; Qing YAO ; Fang LI ; Zi-Yin YAO ; Xiao-Chuan YE
China Journal of Chinese Materia Medica 2025;50(14):3980-3989
Ultra performance liquid chromatography-quadrupole-time-of-flight-mass spectrometry/mass spectrometry(UPLC-Q-TOF-MS/MS), network pharmacology, and animal experiments were integrated o explore the blood glucose-lowering effects and mechanisms of Poria aqueous extract. Firstly, the active components of Poria aqueous extract were identified by UPLC-Q-TOF-MS/MS. Subsequently, network pharmacology was employed to predict the blood glucose-lowering components and mechanisms of Poria aqueous extract. Finally, a rat model of diabetes mellitus, 16S rDNA sequencing, and Western blot were employed to investigate the blood glucose-lowering effect and mechanism of Poria aqueous extract. A total of 39 triterpenoids were identified in the Poria aqueous extract, among them, 25-hydroxypachymic acid, 25α-hydroxytumulosic acid, 16α-hydroxytrametenolic acid, polyporenic acid C, and tumulosic acid may be the main active ingredients for treating diabetes. The Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway enrichment analysis revealed that Poria might exert its therapeutic effects through multiple pathways such as NOD-like receptor signaling pathway, nuclear factor-kappa B(NF-κB) signaling pathway, and tumor necrosis factor(TNF) signaling pathway. The results of animal experiments demonstrated that Poria aqueous extract significantly reduced the levels of blood glucose and lipids and regulated the intestinal flora in diabetic rats. The main affected taxa included g_Escherichia-Shigella, g_Corynebacterium, g_Prevotella_9, g_Prevotellaceae_UCG-001, and g_Bacteroidota_unclassified. In addition, Poria aqueous extract lowered the levels of D-lactic acid and lipopolysaccharide, alleviated colonic mucosal damage, significantly down-regulated the protein levels of NOD-like receptor pyrin domain-containing protein 3(NLRP3), NF-κB, and TNF-α, and significantly up-regulated the protein levels of zonula occludens 1 and occludin in diabetic rates. Poria aqueous extract may play a role in treating diabetes mellitus by repairing the intestinal flora disturbance, protecting the intestinal barrier function, and inhibiting the NF-κB/NLRP3 signaling pathway. The results provide a scientific basis for clinical application and expansion of indications of Poria.
Animals
;
Rats
;
Network Pharmacology
;
Tandem Mass Spectrometry
;
Male
;
Drugs, Chinese Herbal/pharmacology*
;
Chromatography, High Pressure Liquid
;
Blood Glucose/drug effects*
;
Rats, Sprague-Dawley
;
Hypoglycemic Agents/administration & dosage*
;
Poria/chemistry*
;
Diabetes Mellitus, Experimental/metabolism*
;
NF-kappa B/genetics*
;
Gastrointestinal Microbiome/drug effects*
;
Humans
10.Research on intelligent fetal heart monitoring model based on deep active learning.
Bin QUAN ; Yajing HUANG ; Yanfang LI ; Qinqun CHEN ; Honglai ZHANG ; Li LI ; Guiqing LIU ; Hang WEI
Journal of Biomedical Engineering 2025;42(1):57-64
Cardiotocography (CTG) is a non-invasive and important tool for diagnosing fetal distress during pregnancy. To meet the needs of intelligent fetal heart monitoring based on deep learning, this paper proposes a TWD-MOAL deep active learning algorithm based on the three-way decision (TWD) theory and multi-objective optimization Active Learning (MOAL). During the training process of a convolutional neural network (CNN) classification model, the algorithm incorporates the TWD theory to select high-confidence samples as pseudo-labeled samples in a fine-grained batch processing mode, meanwhile low-confidence samples annotated by obstetrics experts were also considered. The TWD-MOAL algorithm proposed in this paper was validated on a dataset of 16 355 prenatal CTG records collected by our group. Experimental results showed that the algorithm proposed in this paper achieved an accuracy of 80.63% using only 40% of the labeled samples, and in terms of various indicators, it performed better than the existing active learning algorithms under other frameworks. The study has shown that the intelligent fetal heart monitoring model based on TWD-MOAL proposed in this paper is reasonable and feasible. The algorithm significantly reduces the time and cost of labeling by obstetric experts and effectively solves the problem of data imbalance in CTG signal data in clinic, which is of great significance for assisting obstetrician in interpretations CTG signals and realizing intelligence fetal monitoring.
Humans
;
Pregnancy
;
Female
;
Cardiotocography/methods*
;
Deep Learning
;
Neural Networks, Computer
;
Algorithms
;
Fetal Monitoring/methods*
;
Heart Rate, Fetal
;
Fetal Distress/diagnosis*
;
Fetal Heart/physiology*


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