AIMC Topic: Infertility, Female

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Visualized hysteroscopic artificial intelligence fertility assessment system for endometrial injury: an image-deep-learning study.

Annals of medicine Mar 17, 2025
OBJECTIVE: Asherman's syndrome (AS) is a significant cause of subfertility in women from developing countries. Over 80% of AS cases in these regions are linked to dilation and curettage (D&C) procedures following pregnancy. The incidence of AS in pat...
Artificial Intelligence Algorithms Pregnancy Female Humans Adult Deep Learning China Infertility, Female Endometrium Fertility Hysteroscopy Gynatresia
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The association between Vitamin D deficiency and clinical pregnancy rate in IVF patients with different age.

Frontiers in endocrinology Jan 3, 2025
BACKGROUND: The aim of the present study was to investigate the impact of serum VD status on IVF outcomes and to observe the effect of VD deficiency on the expression of the endometrial receptivity marker HOXA10.
Vitamin D Deficiency Adult Endometrium Pregnancy Rate Embryo Implantation Humans Homeobox A10 Proteins Fertilization in Vitro Pregnancy Age Factors Pregnancy Outcome Female Infertility, Female
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Subclinical/overt hypothyroidism may be associated with diminished ovarian reserve in infertile women independent of thyroid autoimmunity.

Frontiers in endocrinology Dec 10, 2024
OBJECTIVE: To investigate the association between thyroid dysfunction or thyroid autoimmunity (TAI) and diminished ovarian reserve (DOR).
Infertility, Female Ovarian Reserve Hypothyroidism Autoimmunity Adult Thyroid Gland Anti-Mullerian Hormone Fertilization in Vitro Thyrotropin Humans Thyroid Function Tests Female
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An explainable ultrasound-based machine learning model for predicting reproductive outcomes after frozen embryo transfer.

Reproductive biomedicine online Nov 28, 2024
RESEARCH QUESTION: Can an optimal machine learning model be developed to predict reproductive outcomes following frozen embryo transfer (FET)?
Pregnancy Outcome Infertility, Female Endometrium Prospective Studies Pregnancy Female Humans Ultrasonography Adult Machine Learning Embryo Transfer Pregnancy Rate Cryopreservation
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Derivation and validation of the first web-based nomogram to predict the spontaneous pregnancy after reproductive surgery using machine learning models.

Frontiers in endocrinology Jul 2, 2024
OBJECTIVE: Infertility remains a significant global burden over the years. Reproductive surgery is an effective strategy for infertile women. Early prediction of spontaneous pregnancy after reproductive surgery is of high interest for the patients se...
Internet Humans Pregnancy Rate Machine Learning Nomograms Prognosis Infertility, Female Pregnancy Female Adult China
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Bridging the Diagnostic Gap between Histopathologic and Hysteroscopic Chronic Endometritis with Deep Learning Models.

Medicina (Kaunas, Lithuania) Jun 12, 2024
Chronic endometritis (CE) is an inflammatory pathologic condition of the uterine mucosa characterized by unusual infiltration of CD138(+) endometrial stromal plasmacytes (ESPCs). CE is often identified in infertile women with unexplained etiology, tu...
Humans Female Deep Learning Endometritis Infertility, Female Hysteroscopy Endometrium Chronic Disease
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Clinical outcomes of single blastocyst transfer with machine learning guided noninvasive chromosome screening grading system in infertile patients.

Reproductive biology and endocrinology : RB&E May 23, 2024
BACKGROUND: Prospective observational studies have demonstrated that the machine learning (ML) -guided noninvasive chromosome screening (NICS) grading system, which we called the noninvasive chromosome screening-artificial intelligence (NICS-AI) grad...
Female Adult Embryo Transfer Pregnancy Rate Machine Learning Prospective Studies Pregnancy Preimplantation Diagnosis Treatment Outcome Infertility, Female Infertility Single Embryo Transfer Humans
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Construction of deep learning-based convolutional neural network model for automatic detection of fluid hysteroscopic endometrial micropolyps in infertile women with chronic endometritis.

European journal of obstetrics, gynecology, and reproductive biology Apr 21, 2024
OBJECTIVE(S): Chronic endometritis (CE) is a localized mucosal inflammatory disorder associated with female infertility of unknown etiology, endometriosis, tubal factors, repeated implantation failure, and recurrent pregnancy loss, along with atypica...
Adult Deep Learning Infertility, Female Endometrium Chronic Disease Endometritis Hysteroscopy Humans Neural Networks, Computer Female
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Advanced Deep Learning Human Herpes Virus 6 (HHV-6) Molecular Detection in Understanding Human Infertility.

Computational intelligence and neuroscience Jan 7, 2022
To see if HHV-6 may be a cause of infertility, researchers looked at 18 men and 10 women who had unexplained critical fertility and had at least one prior pregnancy. HHV-6 DNA was discovered in both infertile and fertile peripheral blood mononuclear ...
Humans Herpesvirus 6, Human Leukocytes, Mononuclear Deep Learning Infertility, Female Pregnancy Infertility, Male Female Male
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Machine-intelligence for developing a potent signature to predict ovarian response to tailor assisted reproduction technology.

Aging May 17, 2021
The prediction of poor ovarian response (POR) for stratified interference is a critical clinical issue that has received an increasing amount of recent concern. Anthropogenic diagnostic modes remain too simple for the handling of actual clinical comp...
Decision Trees Neural Networks, Computer Predictive Value of Tests Anti-Mullerian Hormone Machine Learning Estradiol Ovarian Follicle Models, Biological Algorithms Ovary Humans Support Vector Machine Prospective Studies Female Reproductive Techniques, Assisted Infertility, Female Adult Models, Statistical Cohort Studies
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