A VGG-16 model is a 16-layer deep learning neural network trained on ImageNet dataset. Fine-tuning is done by modifying the last four layers of VGG-16 network. Our model is able to determine whether the ultrasound images shows ovarian cyst or not. An accuracy of 92.11% is obtained. The...
An ultrasound image of a functional ovarian cyst. The round, dark, bubble-like structure is a cyst present on the ovary. On an ultrasound image, ovarian cysts may resemble bubbles. The cyst usually contains only fluid, and it is surrounded by a very thin wall. This appearance on ultrasound...
Ultrasound is useful to determine if the cyst is simple (just fluid with no solid tissue, suggesting a benign condition) or compound (with solid components that often require surgical resection). In summary, the ideal treatment of ovarian cysts depends on the likely cause of the cysts and whet...
But with ovarian cysts, hair on your body and facesometimes grows in unusual ways. Ovarian cancer doesn't usually cause this symptom. Your doctor can take a closer look at your ovarian cyst with an ultrasound or other type of imaging. They may also order other tests. If they think you m...
The presence of an abdominal mass in a female neonate should suggest the diagnosis of an ovarian tumour. Ovarian cysts are the commonest ovarian tumours during this period. Before antenatal ultrasonography was available, these tumours were usually detected during routine abdominal examination or when ...
Ultrasound. The ultrasound (US) appearance depends on the size of the cyst and the possible complications, such as torsion of the ovary or intracystic bleeding. Uncomplicated cysts typically appear as a unilocular, thin-walled cystic mass (Fig. 24.1).Ovarian cystsmay appear as a complex mass...
Per ACOG and other guidelines, transvaginal ultrasound is the preferred imaging modality for assessment of a suspected pelvic mass. [4, 5] The definitive diagnosis of all ovarian cysts is made based on histologic analysis. Each cyst type has characteristic findings. Laboratory tests, although not...
IMAGING. There are several different imaging techniques used in ovarian cancer evaluation. A fluid-filled structure such as a cyst creates a different image than does a solid structure, such as a tumor. An ultrasound uses high-frequency sound waves that create a visual pattern of echoes of the...
Pelvic Ultrasound With this approach, a transducer is utilized to send and receive high-frequency sound waves (ultrasound), that to create the image of your uterus and the ovaries on a video screen. The results enable the doctor to specify the location of the cyst and the possible treatment ...
Ultrasound-Guided Aspiration of Adnexal Cysts With a Low Risk of Malignancy Is It a Recommendable Option? fine-needle aspirationgynecologic ultrasoundinterventional radiologyovarian cystultrasoundObjectives-The purpose of this study was to establMarti... Marti,Dolores,Garcia-Tejedor,... - 《Journal of ...