AIMC Topic: Polycystic Ovary Syndrome

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Potential Shared Mitochondrial-Related Gene Signatures and Molecular Mechanisms Between Polycystic Ovary Syndrome (PCOS) and Major Depressive Disorder (MDD): Evidence from Transcriptome Data and Machine Learning.

Molecular biotechnology Jul 24, 2024
Polycystic ovary syndrome (PCOS) is strongly associated with major depressive disorder (MDD), but the shared pathophysiological mechanisms between them are ambiguous, and the aim of this study was to explore the shared genetic features and associated...
Gene Expression Profiling Transcriptome Protein Interaction Maps Machine Learning Female Depressive Disorder, Major Databases, Genetic Mitochondria Polycystic Ovary Syndrome Gene Regulatory Networks Computational Biology Support Vector Machine Humans
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Unveiling the Role of Artificial Intelligence (AI) in Polycystic Ovary Syndrome (PCOS) Diagnosis: A Comprehensive Review.

Reproductive sciences (Thousand Oaks, Calif.) Jun 21, 2024
Polycystic Ovary Syndrome (PCOS) is one of the most widespread endocrine and metabolic disorders affecting women of reproductive age. Major symptoms include hyperandrogenism, polycystic ovary, irregular menstruation cycle, excessive hair growth, etc....
Humans Artificial Intelligence Female Machine Learning Polycystic Ovary Syndrome
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Nutritional management recommendation systems in polycystic ovary syndrome: a systematic review.

BMC women's health Apr 12, 2024
BACKGROUND: People with polycystic ovary syndrome suffer from many symptoms and are at risk of developing diseases such as hypertension and diabetes in the future. Therefore, the importance of self-care doubles. It is mainly to modify the lifestyle, ...
Artificial Intelligence Female Polycystic Ovary Syndrome Humans
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Fuzzy machine learning logic utilization on hormonal imbalance dataset.

Computers in biology and medicine Apr 11, 2024
In this research work, a novel fuzzy data transformation technique has been proposed and applied to the hormonal imbalance dataset. Hormonal imbalance is ubiquitously found principally in females of reproductive age which ultimately leads to numerous...
Databases, Factual Female Fuzzy Logic Humans Machine Learning Polycystic Ovary Syndrome
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Application of machine learning and artificial intelligence in the diagnosis and classification of polycystic ovarian syndrome: a systematic review.

Frontiers in endocrinology Sep 18, 2023
INTRODUCTION: Polycystic Ovarian Syndrome (PCOS) is the most common endocrinopathy in women of reproductive age and remains widely underdiagnosed leading to significant morbidity. Artificial intelligence (AI) and machine learning (ML) hold promise in...
Female Proteomics Cluster Analysis Humans Artificial Intelligence Machine Learning Polycystic Ovary Syndrome
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Deep Learning Algorithm for Automated Detection of Polycystic Ovary Syndrome Using Scleral Images.

Frontiers in endocrinology Jan 27, 2022
The high prevalence of polycystic ovary syndrome (PCOS) among reproductive-aged women has attracted more and more attention. As a common disorder that is likely to threaten women's health physically and mentally, the detection of PCOS is a growing pu...
Image Processing, Computer-Assisted Polycystic Ovary Syndrome Female Sclera Adult Humans Deep Learning Algorithms
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Artificial intelligence deep learning model assessment of leukocyte counts and proliferation in endometrium from women with and without polycystic ovary syndrome.

F&S science Jan 22, 2022
OBJECTIVE: To study whether artificial intelligence (AI) technology can be used to discern quantitative differences in endometrial immune cells between cycle phases and between samples from women with polycystic ovary syndrome (PCOS) and non-PCOS con...
Cell Proliferation Endometrium Luteinizing Hormone Polycystic Ovary Syndrome Leukocyte Count Anovulation Female Case-Control Studies Deep Learning Humans Artificial Intelligence
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Prediction of PCOS and Mental Health Using Fuzzy Inference and SVM.

Frontiers in public health Nov 30, 2021
Polycystic ovarian syndrome (PCOS) is a hormonal disorder found in women of reproductive age. There are different methods used for the detection of PCOS, but these methods limitedly support the integration of PCOS and mental health issues. To address...
Polycystic Ovary Syndrome Humans Algorithms Mental Health Female Support Vector Machine Fuzzy Logic
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Polycystic ovary syndrome: clinical and laboratory variables related to new phenotypes using machine-learning models.

Journal of endocrinological investigation Sep 15, 2021
PURPOSE: Polycystic Ovary Syndrome (PCOS) is the most frequent endocrinopathy in women of reproductive age. Machine learning (ML) is the area of artificial intelligence with a focus on predictive computing algorithms. We aimed to define the most rele...
Humans Artificial Intelligence Body Mass Index Metabolic Networks and Pathways Polycystic Ovary Syndrome Female Preventive Health Services Machine Learning Adult Biological Variation, Population Algorithms Insulin Resistance Disease Hotspot Precision Medicine
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Machine Learning to Identify Metabolic Subtypes of Obesity: A Multi-Center Study.

Frontiers in endocrinology Jul 14, 2021
BACKGROUND AND OBJECTIVE: Clinical characteristics of obesity are heterogenous, but current classification for diagnosis is simply based on BMI or metabolic healthiness. The purpose of this study was to use machine learning to explore a more precise ...
Uric Acid Humans Glucose Tolerance Test Machine Learning Polycystic Ovary Syndrome Comorbidity Female Obesity, Metabolically Benign China Adult Metabolic Syndrome Blood Glucose Insulin Male Obesity Body Mass Index Hyperuricemia
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