Classification of ovarian cysts on ultrasound images using watershed segmentation and contour analysis

A Nabilah, R Sigit, T Harsono… - 2020 International …, 2020 - ieeexplore.ieee.org
Ovarian cyst is a disease that occurs in the uterus of a woman, the method of detection and
analysis is carried out by experts by looking at and observing the size of the cyst and the …

Polycystic ovary cyst segmentation using adaptive k-means with reptile search algorith

K Sheikdavood, MP Bala - Information Technology and Control, 2023 - itc.ktu.lt
Polycystic ovary syndrome (PCOS) is a disorder in the female ovary caused because of
reproductive age group hormonal changes. PCOS is a different follicle that is formed in the …

Ovarian cancer prediction from ovarian cysts based on TVUS using machine learning algorithms

L Akter, N Akhter - Proceedings of the International Conference on Big …, 2022 - Springer
Ovarian Cancer (OC) is type of female reproductive malignancy which can be found among
young girls and mostly the women in their fertile or reproductive. There are few number of …

An inception‐ResNet deep learning approach to classify tumours in the ovary as benign and malignant

A Kodipalli, S Guha, S Dasar, T Ismail - Expert Systems, 2022 - Wiley Online Library
The classification of tumours into benign and malignant continues to date to be a very
relevant and significant research topic in the cancer research domain. With the advent of …

Machine learning techniques for medical images in PCOS

A Makhdoomi, N Jan, P Palak… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Polycystic Ovary Syndrome is an endocrine and lifestyle disorder that affects women of the
reproductive age. It is a disorder that causes the ovaries to enlarge due to the presence of …

An extended machine learning technique for polycystic ovary syndrome detection using ovary ultrasound image

SA Suha, MN Islam - Scientific Reports, 2022 - nature.com
Polycystic ovary syndrome (PCOS) is the most prevalent endocrinological abnormality and
one of the primary causes of anovulatory infertility in women globally. The detection of …

Follicle Detection of Polycystic Ovarian Syndrome (PCOS) Using Yolo

K Mahajan, P Mane - 2023 9th International Conference on …, 2023 - ieeexplore.ieee.org
Polycystic ovary syndrome is a Females health problem that influence 1 in 20 females of
gestation phase (18-44). PCOS occurs in the last two decades in India. Females with …

Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks

A Kodipalli, SL Fernandes, V Gururaj… - Diagnostics, 2023 - mdpi.com
Difficulty in detecting tumours in early stages is the major cause of mortalities in patients,
despite the advancements in treatment and research regarding ovarian cancer. Deep …

Ultrasound image-based deep learning to differentiate tubal-ovarian abscess from ovarian endometriosis cyst

P Hu, Y Gao, Y Zhang, K Sun - Frontiers in Physiology, 2023 - frontiersin.org
Objectives: We developed ultrasound (US) image-based convolutional neural networks
(CNNs) to distinguish between tubal-ovarian abscess (TOA) and ovarian endometriosis cyst …

A deep learning fusion approach to diagnosis the polycystic ovary syndrome (pcos)

A Alamoudi, IU Khan, N Aslam… - … Intelligence and Soft …, 2023 - Wiley Online Library
One of the leading causes of female infertility is PCOS, which is a hormonal disorder
affecting women of childbearing age. The common symptoms of PCOS include increased …