AIMC Topic: Polycystic Ovary Syndrome

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Availability and Use of Digital Technology Among Women With Polycystic Ovary Syndrome: Scoping Review.

JMIR infodemiology Jun 12, 2025
BACKGROUND: Polycystic ovary syndrome (PCOS) is a common endocrinopathy among women that requires self-management to improve mental and physical health outcomes and reduce risk of comorbidity. Digital technology has rapidly emerged as a valuable self...
Health Knowledge, Attitudes, Practice Polycystic Ovary Syndrome Digital Technology Humans Female Adult Self-Management Social Support Mobile Applications
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Development and validation of a LASSO logistic regression based nomogram for predicting live births in women with polycystic ovary syndrome: a retrospective cohort study.

Frontiers in endocrinology May 27, 2025
OBJECTIVE: There is limited study on predictive models for live births in patients with polycystic ovarian syndrome (PCOS). The study aimed to develop and validate a nomogram for predicting live births in Chinese women with PCOS, as well as to identi...
Humans Risk Factors Young Adult Adult Retrospective Studies Pregnancy Female Nomograms Polycystic Ovary Syndrome Live Birth China Insulin Resistance Logistic Models
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Automated high precision PCOS detection through a segment anything model on super resolution ultrasound ovary images.

Scientific reports May 15, 2025
PCOS (Poly-Cystic Ovary Syndrome) is a multifaceted disorder that often affects the ovarian morphology of women of their reproductive age, resulting in the development of numerous cysts on the ovaries. Ultrasound imaging typically diagnoses PCOS, whi...
Polycystic Ovary Syndrome Ovary Deep Learning Ultrasonography Image Processing, Computer-Assisted Humans Neural Networks, Computer Algorithms Female Adult
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Advanced holographic convolutional dense networks and Tangent runner optimization for enhanced polycystic ovarian disease classification.

Scientific reports May 5, 2025
Polycystic Ovarian Disease (PCOD) is among the most prevalent endocrine disorders complicating the health of innumerable women worldwide due to lack of diagnosis and appropriate management. The diagnosis of PCOD, along with proper classification with...
Holography Ultrasonography Image Processing, Computer-Assisted Polycystic Ovary Syndrome Algorithms Female Deep Learning Humans
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Advancement in early diagnosis of polycystic ovary syndrome: biomarker-driven innovative diagnostic sensor.

Mikrochimica acta May 1, 2025
Polycystic ovary syndrome (PCOS) is a heterogeneous multifactorial endocrine disorder that affects one in five women around the globe. The pathology suggests a strong polygenic and epigenetic correlation, along with hormonal and metabolic dysfunction...
Biosensing Techniques Humans Polycystic Ovary Syndrome Biomarkers Early Diagnosis Female
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Construction and evaluation of machine learning-based prediction model for live birth following fresh embryo transfer in IVF/ICSI patients with polycystic ovary syndrome.

Journal of ovarian research Apr 4, 2025
OBJECTIVE: To investigate the determinants affecting live birth outcomes in fresh embryo transfer among polycystic ovary syndrome (PCOS) patients using various machine learning (ML) algorithms and to construct predictive models, offering novel insigh...
Embryo Transfer Sperm Injections, Intracytoplasmic Humans Pregnancy Fertilization in Vitro Live Birth Machine Learning Female Polycystic Ovary Syndrome Adult
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A diagnostic model for polycystic ovary syndrome based on machine learning.

Scientific reports Mar 21, 2025
Diagnosis of polycystic ovary syndrome remains a challenge. In this study, we propose constructing a diagnostic model of polycystic ovary syndrome by combining anti-Müllerian hormone with steroid hormones and oestrogens, with the aim of providing mor...
Case-Control Studies Testosterone Anti-Mullerian Hormone Follicle Stimulating Hormone Luteinizing Hormone Polycystic Ovary Syndrome Female Young Adult Adult Humans Machine Learning Gonadal Steroid Hormones
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Identification of crucial genes for polycystic ovary syndrome and atherosclerosis through comprehensive bioinformatics analysis and machine learning.

International journal of gynaecology and obstetrics: the official organ of the International Federation of Gynaecology and Obstetrics Feb 21, 2025
OBJECTIVE: To identify potential biomarkers in patients with polycystic ovary syndrome (PCOS) and atherosclerosis, and to explore the common pathologic mechanisms between these two diseases in response to the increased risk of cardiovascular diseases...
Humans Machine Learning Biomarkers Computational Biology Female Databases, Genetic Atherosclerosis Protein Interaction Maps Polycystic Ovary Syndrome Gene Regulatory Networks
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Optimized Machine Learning for the Early Detection of Polycystic Ovary Syndrome in Women.

Sensors (Basel, Switzerland) Feb 14, 2025
Polycystic ovary syndrome (PCOS) is a medical condition that impacts millions of women worldwide; however, due to a lack of public awareness, as well as the expensive testing involved in the identification of PCOS, 70% of cases go undiagnosed. Theref...
Early Diagnosis Female ROC Curve Polycystic Ovary Syndrome Humans Machine Learning Algorithms
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Enhancing repeatability of follicle counting with deep learning reconstruction high-resolution MRI in PCOS patients.

Scientific reports Jan 7, 2025
Follicle count, a pivotal metric in the adjunct diagnosis of polycystic ovary syndrome (PCOS), is often underestimated when assessed via transvaginal ultrasonography compared to MRI. Nevertheless, the repeatability of follicle counting using traditio...
Polycystic Ovary Syndrome Humans Artifacts Prospective Studies Reproducibility of Results Ovarian Follicle Female Deep Learning Young Adult Image Processing, Computer-Assisted Adult Magnetic Resonance Imaging
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