… deep learning algorithms based on ultrasound images can predict the type of ovarian tumors,
which have the potential to be clinically useful in the triage of women with an ovarian tumor…

… While our work is unprecedented in applying deep learning for classification of adnexal
masses, a few pilot studies with a limited number of cases have explored the use of handcrafted …

… The results are then propagated and used in the traditional deep learning techniques we …
Secondly, it has been documented that combining radiomics with deep learning often leads …

… (8) used a fine-tuned VGG-16 deep learning network in order to detect whether an ovarian
cyst … deep learning approaches for ovarian tumor classification based on ultrasound images. …

… image diagnosis system for classifying the ovarian cysts in color ultrasound images, which
novelly applies the image … by the deep neural network from the medical ultrasound image can …

… Using deep learning technology, we aimed to develop a … the different diagnosis of ovarian
tumors in ultrasound images. … for the ultrasound imaging of ovarian tumor classification. In …

… distinction between malignant and benign ovarian tumors. However, … Machine Learning
(ML) systems to perform the automatic categorization of ovarian tumors from ultrasound images…

… rupture and even ovarian cancer. … ultrasound images of ovaries in order to detect ovarian
cyst [5]. Jyothi R Tegnoor detected and classified ovarian cysts by preprocessing the ultrasound …

… test for preoperative diagnosis of ovarian cancer. Deep learning is making advances in
image-recognition tasks; therefore, we aimed to develop a deep convolutional neural network (…

… feature extraction, and optimisation and also classification. Primary, speckle noise … ovarian
ultrasound images. Following the classification system, irregular Ovarian tumour (US) images …