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Female - AI Medical Compendium

AIMC Topic: Female

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Deep learning-based multiomics integration model for predicting axillary lymph node metastasis in breast cancer.

Future oncology (London, England) Jul 25, 2023
To develop a deep learning-based multiomics integration model. Five types of omics data (mRNA, DNA methylation, miRNA, copy number variation and protein expression) were used to build a deep learning-based multiomics integration model a deep neura...
DNA Copy Number Variations Deep Learning Multiomics Lymph Nodes Lymphatic Metastasis Humans Female Breast Neoplasms
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Perceiving placental ultrasound image texture evolution during pregnancy with normal and adverse outcome through machine learning prism.

Placenta Jul 24, 2023
INTRODUCTION: The objective was to perform placental ultrasound image texture (UPIA) in first (T1), second(T2) and third(T3) trimesters of pregnancy using machine learning( ML).
Humans Placenta Machine Learning Pregnancy Trimester, Third Pregnancy Female Sensitivity and Specificity Ultrasonography
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Comparing the performance of machine learning and conventional models for predicting atherosclerotic cardiovascular disease in a general Chinese population.

BMC medical informatics and decision making Jul 24, 2023
BACKGROUND: Accurately predicting the risk of atherosclerotic cardiovascular disease (ASCVD) is crucial for implementing individualized prevention strategies and improving patient outcomes. Our objective is to develop machine learning (ML)-based mode...
Humans Machine Learning Prospective Studies Female China Cardiovascular Diseases East Asian People Risk Factors Middle Aged Atherosclerosis Risk Assessment Adult Models, Cardiovascular Male
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A novel machine learning model for predicting clinical pregnancy after laparoscopic tubal anastomosis.

BMC pregnancy and childbirth Jul 24, 2023
BACKGROUND: Laparoscopic tubal anastomosis (LTA) is a treatment for women who require reproduction after ligation, and there are no reliable prediction models or clinically useful tools for predicting clinical pregnancy in women who receive this proc...
Anastomosis, Surgical Humans Machine Learning Retrospective Studies Pregnancy Female Thyrotropin Laparoscopy
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Artificial intelligence in the service of intrauterine insemination and timed intercourse in spontaneous cycles.

Fertility and sterility Jul 23, 2023
OBJECTIVE: To develop a machine learning model designed to predict the time of ovulation and optimal fertilization window for performing intrauterine insemination or timed intercourse (TI) in natural cycles.
Luteinizing Hormone Ovulation Induction Insemination, Artificial Insemination Female Pregnancy Rate Humans Fertilization in Vitro Artificial Intelligence Retrospective Studies Pregnancy
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Application of Artificial intelligence in COVID-19-related geriatric care: A scoping review.

Archives of gerontology and geriatrics Jul 22, 2023
BACKGROUND: Older adults have been disproportionately affected by the COVID-19 pandemic. This scoping review aimed to summarize the current evidence of artificial intelligence (AI) use in the screening/monitoring, diagnosis, and/or treatment of COVID...
Artificial Intelligence Pandemics COVID-19 Databases, Factual Humans Female Aged Consensus
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Prediction of gestational diabetes mellitus at the first trimester: machine-learning algorithms.

Archives of gynecology and obstetrics Jul 21, 2023
PURPOSE: Short- and long-term complications of gestational diabetes mellitus (GDM) involving pregnancies and offspring warrant the development of an effective individualized risk prediction model to reduce and prevent GDM together with its associated...
Humans Machine Learning Algorithms Pregnancy China Cohort Studies ROC Curve Logistic Models Female Adult Risk Assessment Diabetes, Gestational Body Mass Index Pregnancy Trimester, First Glycated Hemoglobin
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In vivo depiction of cortical bone vascularization with ultra-high resolution-CT and deep learning algorithm reconstruction using osteoid osteoma as a model.

Diagnostic and interventional imaging Jul 21, 2023
PURPOSE: The purpose of this study was to evaluate the ability to depict in vivo bone vascularization using ultra-high-resolution (UHR) computed tomography (CT) with deep learning reconstruction (DLR) and hybrid iterative reconstruction algorithm, co...
Radiation Dosage Cortical Bone Osteoma, Osteoid Adult Male Deep Learning Adolescent Child Bone Neoplasms Radiographic Image Interpretation, Computer-Assisted Retrospective Studies Tomography, X-Ray Computed Female Young Adult Humans Algorithms
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Deep Learning for Inference of Hepatic Proton Density Fat Fraction From T1-Weighted In-Phase and Opposed-Phase MRI: Retrospective Analysis of Population-Based Trial Data.

AJR. American journal of roentgenology Jul 19, 2023
The confounder-corrected chemical shift-encoded MRI (CSE-MRI) sequence used to determine proton density fat fraction (PDFF) for hepatic fat quantification is not widely available. As an alternative, hepatic fat can be assessed by a two-point Dixon m...
Prospective Studies Retrospective Studies Female Aged Humans Magnetic Resonance Imaging Liver Non-alcoholic Fatty Liver Disease Protons Adult Male Middle Aged Deep Learning
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Deep learning model for predicting the presence of stromal invasion of breast cancer on digital breast tomosynthesis.

Radiological physics and technology Jul 19, 2023
To develop a deep learning (DL)-based algorithm to predict the presence of stromal invasion in breast cancer using digital breast tomosynthesis (DBT). Our institutional review board approved this retrospective study and waived the requirement for inf...
Mammography Aged Breast Aged, 80 and over Humans Adult Breast Neoplasms Retrospective Studies Middle Aged Female Deep Learning ROC Curve
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