AIMC Topic: Ovary

Clear Filters Showing 1 to 10 of 27 articles

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...
Humans Neural Networks, Computer Algorithms Ultrasonography Image Processing, Computer-Assisted Polycystic Ovary Syndrome Ovary Female Adult Deep Learning
View on PubMed DOI

Intra- and interobserver agreement of proposed objective transvaginal ultrasound image-quality scoring system for use in artificial intelligence algorithm development.

Ultrasound in obstetrics & gynecology : the official journal of the International Society of Ultrasound in Obstetrics and Gynecology Jan 24, 2025
OBJECTIVES: The development of valuable artificial intelligence (AI) tools to assist with ultrasound diagnosis depends on algorithms developed using high-quality data. This study aimed to test the intra- and interobserver agreement of a proposed imag...
Humans Artificial Intelligence Ovary Algorithms Female Adult Uterus Observer Variation Ultrasonography Reproducibility of Results Vagina
View on PubMed DOI

A Study on Automatic O-RADS Classification of Sonograms of Ovarian Adnexal Lesions Based on Deep Convolutional Neural Networks.

Ultrasound in medicine & biology Nov 26, 2024
OBJECTIVE: This study explored a new method for automatic O-RADS classification of sonograms based on a deep convolutional neural network (DCNN).
Aged Aged, 80 and over Young Adult Adult Humans Neural Networks, Computer Female Ultrasonography Ovarian Neoplasms Ovary Middle Aged Adnexal Diseases Deep Learning Adolescent
View on PubMed DOI

Application of convolutional neural network for differentiating ovarian thecoma-fibroma and solid ovarian cancer based on MRI.

Acta radiologica (Stockholm, Sweden : 1987) May 15, 2024
BACKGROUND: Ovarian thecoma-fibroma and solid ovarian cancer have similar clinical and imaging features, and it is difficult for radiologists to differentiate them. Since the treatment and prognosis of them are different, accurate characterization is...
Ovarian Neoplasms Ovary Fibroma Thecoma Middle Aged Magnetic Resonance Imaging Diagnosis, Differential Humans Neural Networks, Computer Young Adult Adult Female Aged
View on PubMed DOI

Accuracy of machine learning in the preoperative identification of ovarian borderline tumors: a meta-analysis.

Clinical radiology Mar 15, 2024
AIM: The objective of this study is to explore the diagnostic value of machine learning (ML) in borderline ovarian tumors through meta-analysis.
Ovary Sensitivity and Specificity Humans Diagnosis, Differential Ovarian Neoplasms Machine Learning Female Reproducibility of Results
View on PubMed DOI

Automated Measurement of Ovary Development in Atlantic Salmon Using Deep Learning.

Ultrasound in medicine & biology Jan 8, 2024
OBJECTIVE: Salmon breeding companies control the egg stripping period through environmental change, which triggers the need to identify the state of maturation. Ultrasound imaging of the salmon ovary is a proven non-invasive tool for this purpose; ho...
Animals Deep Learning Ultrasonography Female Ovary Image Processing, Computer-Assisted Salmo salar
View on PubMed DOI

An end-to-end pipeline based on open source deep learning tools for reliable analysis of complex 3D images of ovaries.

Development (Cambridge, England) Apr 3, 2023
Computational analysis of bio-images by deep learning (DL) algorithms has made exceptional progress in recent years and has become much more accessible to non-specialists with the development of ready-to-use tools. The study of oogenesis mechanisms a...
Animals Deep Learning Female Imaging, Three-Dimensional Ovary Zebrafish Image Processing, Computer-Assisted Mammals Mice
View on PubMed DOI

Development of MRI-Based Radiomics Model to Predict the Risk of Recurrence in Patients With Advanced High-Grade Serous Ovarian Carcinoma.

AJR. American journal of roentgenology Jul 14, 2021
The purpose of our study was to develop a radiomics model based on preoperative MRI and clinical information for predicting recurrence-free survival (RFS) in patients with advanced high-grade serous ovarian carcinoma (HGSOC). This retrospective stu...
Neoplasm Recurrence, Local Survival Analysis Image Interpretation, Computer-Assisted Ovary Humans Retrospective Studies Support Vector Machine Female Magnetic Resonance Imaging Middle Aged Ovarian Neoplasms
View on PubMed DOI

Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound.

Medical image analysis Jun 22, 2021
Segmentation of ovary and follicles from 3D ultrasound (US) is the crucial technique of measurement tools for female infertility diagnosis. Since manual segmentation is time-consuming and operator-dependent, an accurate and fast segmentation method i...
Humans Supervised Machine Learning Uncertainty Female Ovary Ultrasonography Benchmarking
View on PubMed DOI

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...
Ovarian Follicle Ovary Adult Reproductive Techniques, Assisted Cohort Studies Predictive Value of Tests Estradiol Anti-Mullerian Hormone Models, Biological Models, Statistical Algorithms Humans Support Vector Machine Decision Trees Neural Networks, Computer Infertility, Female Machine Learning Prospective Studies Female
View on PubMed DOI
Popular Topics
Recent Journals