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
… the detection of a tumour by increasing its efficiency in terms of time and accuracy. … ovarian
tumours using Machine Learning and Deep Learning algorithms, using CT images of ovaries. …

Performance of the IOTA ADNEX model on selected group of patients with borderline ovarian tumours

A Gaurilcikas, M Gedgaudaite, A Cizauskas… - Medicina, 2020 - mdpi.com
… of these tumours. The aim of this study was to evaluate the performance of ADNEX model
for preoperative diagnosis of BOTs. Methods: retrospective analysis of preoperative ultrasound …

Validation of the performance of International Ovarian Tumor Analysis (IOTA) methods in the diagnosis of early stage ovarian cancer in a non-screening population

W Froyman, L Wynants, C Landolfo, T Bourne… - Diagnostics, 2017 - mdpi.com
… and compare the performance of different ultrasound-based International Ovarian Tumor
Analysis (IOTA) strategies and subjective assessment for the diagnosis of early stage ovarian

Methods of assessing ovarian masses: international ovarian tumor analysis approach

W Froyman, D Timmerman - Obstetrics and Gynecology …, 2019 - obgyn.theclinics.com
Ovarian Tumor Analysis (IOTA) approaches have been validated and show the best
performance … masses: findings of the International Ovarian Tumour Analysis (IOTA) studies. Facts …

Quantitative histology analysis of the ovarian tumour microenvironment

C Lan, A Heindl, X Huang, S Xi, S Banerjee, J Liu… - Scientific reports, 2015 - nature.com
… We demonstrate how automated image analysis enables objective quantification of … of
ovarian tumours. Our analysis reveals a strong effect of the tumour microenvironment on …

Presurgical diagnosis of adnexal tumours using mathematical models and scoring systems: a systematic review and meta-analysis

J Kaijser, A Sayasneh, K Van Hoorde… - Human reproduction …, 2014 - academic.oup.com
… differentiates between epithelial ovarian cancer and benign … ovarian tumours, metastatic
disease, non-ovarian primary … known effect on diagnostic test performance, we acknowledge that…

… performance of MR imaging findings and quantitative values in the differentiation of seromucinous borderline tumour from endometriosis-related malignant ovarian …

Y Kurata, A Kido, Y Moribata, K Kameyama… - European …, 2017 - Springer
… The frequency of patients with elevated tumour markers, occurrence of bilateral ovarian
tumours and coexistent uterine endometrial cancers, each imaging finding, fluid SI on T1WI, and …

Diagnostic measures comparison for ovarian malignancy risk in Epithelial ovarian cancer patients: A meta-analysis

A Suri, V Perumal, P Ammalli, V Suryan, SK Bansal - Scientific reports, 2021 - nature.com
… Our study elucidates the diagnostic performance of Risk of Ovariananalysis. Further, we
did not assess these markers' diagnostic efficiency stratified by the stage and type of tumour

Utility of DWI with quantitative ADC values in ovarian tumors: a meta-analysis of diagnostic test performance

S Pi, R Cao, JW Qiang, YH Guo - Acta Radiologica, 2018 - journals.sagepub.com
… searched for studies assessing ovarian tumors using quantitative ADC values. We quantitatively
analyzed the diagnostic … Subgroup analyses were used to analyze study heterogeneity. …

[HTML][HTML] Towards an evidence-based approach for diagnosis and management of adnexal masses: findings of the International Ovarian Tumour Analysis (IOTA) …

J Kaijser - Facts, views & vision in ObGyn, 2015 - ncbi.nlm.nih.gov
… The retrospective evaluation of test performance of both strategies in this study is not very
likely to have introduced bias, as patient outcomes were blinded when calculating predicted …