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
cyst, Malignant cyst. This work proposed a hybrid algorithmic technique for ovarian cyst image
… learning neural network (DLNN) that extracts images. The DLNN consists of three dense …

Diagnosis of the most frequent benign ovarian cysts: is ultrasonography accurate and reproducible?

S Guerriero, JL Alcazar, MA Pascual… - Journal of women's …, 2009 - liebertpub.com
… The use of digitally stored ultrasound images for subsequent review is a common practice
in … , the typical ultrasound pattern related to the most common types of ovarian cysts can be …

[PDF][PDF] Automated ovarian classification in digital ultrasound images using SVM

JR Tegnoor - International Journal of Engineering Research & …, 2012 - academia.edu
… The most common types of ovarian cysts are called functional cysts, which result from a
collection of fluid forming around a developing egg. Every woman who is ovulating will form a …

Follicle detection and ovarian classification in digital ultrasound images of ovaries

PS Hiremath, JR Tegnoor - … breakthroughs in ultrasound imaging, 2013 - books.google.com
… The most common types of ovarian cysts are called functional cysts, which result from a
collection of fluid forming around a developing egg. Every woman who is ovulating will form a …

Simple ovarian cysts in premenopausal patients

B Gerber, H Müller, T Külz, A Krause… - International Journal of …, 1997 - Elsevier
… benign ovarian cyst by ultrasound as well as by laparoscopy. In two of our own cases of ‘…
It seems that all imaging techniques have similar drawbacks by reflecting either morphology or …

Accurate Ovarian Cyst Classification with a Lightweight Deep Learning Model for Ultrasound Images

J Fan, J Liu, Q Chen, W Wang, Y Wu - IEEE Access, 2023 - ieeexplore.ieee.org
… • We constructed three types of ovarian cyst datasets based on medical images obtained … ,
ovarian cyst and impure ovarian cyst. It provides a good solution for performing medical image

A multidisciplinary approach to improving appropriate follow-up imaging of ovarian cysts: a quality improvement initiative

DC Kim, GL Bennett, M Somberg, N Campbell… - Journal of the American …, 2016 - Elsevier
… simple ovarian cysts detected on ultrasound, CT, and MRI. The recommendations were
developed by modifying the published consensus recommendations developed by the Society of …

[PDF][PDF] The diagnostic accuracy of abdominal ultrasound imaging for detection of ovarian masses

M Poureisa, S Refahi, F Moghangard - Iranian Journal of Radiology, 2007 - brieflands.com
ovarian cystic teratoma was correct in 17/24 cases (sensitivity of 71% and specificity of 98%).
The identification of ovarian … effective method in diagnosis of ovarian tumors and on 70% of …

Pattern recognition of pelvic masses by gray‐scale ultrasound imaging: the contribution of Doppler ultrasound

L Valentin - … Journal of the International Society of Ultrasound in …, 1999 - Wiley Online Library
… identify only one of ten paraovarian cysts correctly at preoperative ultrasound examination,
the remaining nine cysts being misdiagnosed as ovarian cysts or hydrosalpinx, whereas Kim …

Automated ovarian classification in digital ultrasound images

PS Hiremath, JR Tegnoor - International Journal of …, 2013 - inderscienceonline.com
… Figure 3 shows a sample ultrasound image of a cystic ovary. The most common types of
ovarian cysts are called functional cysts, which result from a collection of fluid forming around a …