AIMC Topic: Gestational Age

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Enhancing Obstetric Ultrasonography With Artificial Intelligence in Resource-Limited Settings.

JAMA Aug 27, 2024
Pregnancy Female Point-of-Care Systems Gestational Age Resource-Limited Settings Ultrasonography, Prenatal Developing Countries Humans Artificial Intelligence
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Diagnostic Accuracy of an Integrated AI Tool to Estimate Gestational Age From Blind Ultrasound Sweeps.

JAMA Aug 27, 2024
IMPORTANCE: Accurate assessment of gestational age (GA) is essential to good pregnancy care but often requires ultrasonography, which may not be available in low-resource settings. This study developed a deep learning artificial intelligence (AI) mod...
Prospective Studies Pregnancy Female Adult Humans Artificial Intelligence Gestational Age Software Point-of-Care Systems Biometry Ultrasonography, Prenatal Pregnancy Trimester, First Crown-Rump Length Zambia
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Multicenter Validation of Deep Learning Algorithm ROP.AI for the Automated Diagnosis of Plus Disease in ROP.

Translational vision science & technology Aug 1, 2023
PURPOSE: Retinopathy of prematurity (ROP) is a sight-threatening vasoproliferative retinal disease affecting premature infants. The detection of plus disease, a severe form of ROP requiring treatment, remains challenging owing to subjectivity, freque...
Humans Artificial Intelligence Algorithms Infant, Newborn Gestational Age Retinopathy of Prematurity Infant Deep Learning Australia
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Assessing the Value of Artificial Intelligence in Retinopathy of Prematurity Screening-Be Specific With Regard to the Data.

JAMA ophthalmology Apr 1, 2022
Humans Artificial Intelligence Infant, Newborn Mass Screening Infant, Low Birth Weight Gestational Age Retinopathy of Prematurity
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EVALUATION OF ARTIFICIAL INTELLIGENCE-BASED QUANTITATIVE ANALYSIS TO IDENTIFY CLINICALLY SIGNIFICANT SEVERE RETINOPATHY OF PREMATURITY.

Retina (Philadelphia, Pa.) Jan 1, 2022
PURPOSE: To evaluate the screening potential of a deep learning algorithm-derived severity score by determining its ability to detect clinically significant severe retinopathy of prematurity (ROP).
Gestational Age Ophthalmoscopy Retinopathy of Prematurity Infant, Newborn Male Severity of Illness Index Follow-Up Studies Retina Deep Learning ROC Curve Algorithms Retrospective Studies Female Humans Artificial Intelligence
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[Development and evaluation of a machine learning prediction model for large for gestational age].

Zhonghua liu xing bing xue za zhi = Zhonghua liuxingbingxue zazhi Dec 10, 2021
To develop and validate a useful predictive model for large gestational age (LGA) in pregnancy using a machine learning (ML) algorithm and compare its performance with the traditional logistic regression model. Data were obtained from the National ...
ROC Curve Logistic Models Humans Gestational Age Female Male Machine Learning Infant, Newborn Algorithms Infant Pregnancy
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Predicting ROP Severity by Artificial Intelligence: Pragmatic Versus Knowledge-Based Approach.

Pediatrics Dec 1, 2021
Infant, Newborn Gestational Age Humans Artificial Intelligence Retinopathy of Prematurity
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Single-Examination Risk Prediction of Severe Retinopathy of Prematurity.

Pediatrics Dec 1, 2021
BACKGROUND AND OBJECTIVES: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness. Screening and treatment reduces this risk, but requires multiple examinations of infants, most of whom will not develop severe disease. Previous wo...
Retinopathy of Prematurity Predictive Value of Tests Area Under Curve Birth Weight Gestational Age Risk Infant, Newborn Fundus Oculi Sensitivity and Specificity Early Diagnosis Severity of Illness Index Logistic Models Humans Artificial Intelligence
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Applications of Artificial Intelligence for Retinopathy of Prematurity Screening.

Pediatrics Mar 1, 2021
OBJECTIVES: Childhood blindness from retinopathy of prematurity (ROP) is increasing as a result of improvements in neonatal care worldwide. We evaluate the effectiveness of artificial intelligence (AI)-based screening in an Indian ROP telemedicine pr...
Male Severity of Illness Index Artificial Intelligence Gestational Age Retrospective Studies ROC Curve Retinopathy of Prematurity Female Oxygen Humans India Hospital Units Infant, Newborn Telemedicine Sensitivity and Specificity Linear Models
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Potential of Artificial Intelligence for Estimating Japanese Fetal Weights.

Acta medica Okayama Dec 1, 2020
We developed an artificial intelligence (AI) method for estimating fetal weights of Japanese fetuses based on the gestational weeks and the bi-parietal diameter, abdominal circumference, and femur length. The AI comprised of neural network architectu...
Japan Ultrasonography, Prenatal Datasets as Topic Deep Learning Fetal Weight Humans Gestational Age Asian People Pregnancy Female
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