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. …
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 …
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
… and compare the performance of different ultrasound-based International Ovarian Tumor
Analysis (IOTA) strategies and subjective assessment for the diagnosis of early stage ovarian …
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 …
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 …
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…
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 …
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 Ovarian … analysis. Further, we
did not assess these markers' diagnostic efficiency stratified by the stage and type of tumour …
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. …
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 …
likely to have introduced bias, as patient outcomes were blinded when calculating predicted …