A diagnosis of ovarian cyst using deep learning neural network with XGBoost algorithm
Y Suganya, S Ganesan, P Valarmathi… - International Journal of …, 2023 - Springer
Ovarian cysts are one of the most common gynecologic disorders encountered in clinical
practice. The pelvic computed tomography (CT) scan is a commonly employed examination …
practice. The pelvic computed tomography (CT) scan is a commonly employed examination …
[HTML][HTML] A deep learning approach for ovarian cysts detection and classification (OCD-FCNN) using fuzzy convolutional neural network
Most women generally have an ovarian cyst, causing the disorder. Pregnant cysts occur
when many water-packed tumors appear in the womb. This is especially true for women who …
when many water-packed tumors appear in the womb. This is especially true for women who …
Variety of ovarian cysts detection and classification using 2D Convolutional Neural Network
Most women, in general, have an ovarian cyst, which causes a variety of disorders. Cervical
cysts occur when multiple cysts appear in or on top of the uterus. This is especially true for …
cysts occur when multiple cysts appear in or on top of the uterus. This is especially true for …
Ultrasound ovary cyst image classification with deep learning neural network with Support vector machine
Y Suganya, S Ganesan, P Valarmathi - International journal of health …, 2022 - neliti.com
This research presents a solution for classifying ultrasound diagnostic images describing
five types of ovarian cyst as Hemorrhagic cyst, PCOS, Dermoid cyst, Endometriotic cyst …
five types of ovarian cyst as Hemorrhagic cyst, PCOS, Dermoid cyst, Endometriotic cyst …
Ovarian cyst detection using neural networks
The ovarian cyst is an abnormal health condition most common for women in reproductive
age. Hormonal shifts and imbalances in the body arise which affects the normal well-being …
age. Hormonal shifts and imbalances in the body arise which affects the normal well-being …
Detection of ovarian cyst in ultrasound images using fine-tuned VGG-16 deep learning network
S Srivastava, P Kumar, V Chaudhry, A Singh - SN Computer Science, 2020 - Springer
Ovaries play a vital role in the female reproductive system as they are responsible for the
production of egg or ovum required during the fertilization. The female ovaries very often get …
production of egg or ovum required during the fertilization. The female ovaries very often get …
Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging
ST Hsu, YJ Su, CH Hung, MJ Chen, CH Lu… - BMC Medical Informatics …, 2022 - Springer
Background Upon the discovery of ovarian cysts, obstetricians, gynecologists, and
ultrasound examiners must address the common clinical challenge of distinguishing …
ultrasound examiners must address the common clinical challenge of distinguishing …
Classification of ovarian cyst using regularized convolution neural network with data augmentation techniques
N Priya, S Jeevitha - Proceedings of Second International Conference on …, 2022 - Springer
PCOS-polycystic ovary syndrome is one of the prevalent hormonal disorders which has
currently affected women populations around the age group of 22–45, in their reproductive …
currently affected women populations around the age group of 22–45, in their reproductive …
[PDF][PDF] PCOS (polycystic ovarian syndrome) detection using deep learning
S Bhosale, L Joshi, A Shivsharanan - International Research Journal of …, 2022 - irjmets.com
Predicting Polycystic ovarian syndrome (PCOS) is a combination of symptoms caused by
high levels of androgens in women. PCOS is caused by a mix of hereditary and …
high levels of androgens in women. PCOS is caused by a mix of hereditary and …
Ovarian cysts classification using novel deep reinforcement learning with Harris Hawks Optimization method
C Narmatha, P Manimegalai, J Krishnadass… - The Journal of …, 2023 - Springer
Ovaries are important parts of the female reproductive system because they produce the egg
or ovum needed for fertilization. Cysts frequently impact female follicles, so torsion, infertility …
or ovum needed for fertilization. Cysts frequently impact female follicles, so torsion, infertility …