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Eurasian Journal of
            Medicine and Oncology                                                     Ovarian cyst differentiation score



            the uniqueness and effectiveness of our CT and clinical   moderate density heterogeneity, and marginal adhesions.
            feature-based scoring system. This comparison can also   This scoring system demonstrates strong predictive ability,
            provide insights into how different imaging modalities   enhancing the diagnostic confidence of radiologists
            can be complementary in the accurate diagnosis of these   and clinicians, and holds substantial clinical value in
            ovarian cystic lesions.                            distinguishing between these two types of ovarian cystic

              In clinical practice, the scoring system can streamline   lesions.
            the diagnostic process. For patients with suspected ovarian   Acknowledgments
            cystic masses, instead of relying solely on the radiologist’s
            experience, the scoring system can provide a more objective   None.
            and standardized assessment. This can lead to more timely
            and accurate diagnosis, reducing the time to appropriate   Funding
            treatment. It also helps in communication between   None.
            different departments, such as radiology and gynecology,
            as the scoring system provides a unified and standardized   Conflict of interest
            system  for  simplifying  the  nature  and  classification  of   The authors declare no conflict of interest.
            cystic lesions. 38
              Moreover, findings from advanced MRI techniques   Author contributions
            in  endometriosis can potentially offer a  comparative   Conceptualization: Ri-Sheng Yu
            perspective to the CT-based approach. Specifically,   Data curation: Xue-Liu
            comparing MRI and CT might help in further validating   Formal analysis: Jin-Er Shu, Jian-Bin He
            the utility and uniqueness of our scoring system for   Investigation: Xue-Liu
            differentiating ovarian endometriotic cysts and ovarian   Methodology: Xiao-Ming Wu, Ri-Sheng Yu
            cystadenomas.  In addition, considering relevant research   Software: Qiao-Ling Ding
                        37
            findings, offering comprehensive reproductive counseling   Supervision: Xiao-Ming Wu, Ri-Sheng Yu
            for patients with ovarian endometriotic cysts has grown   Validation: Xiao-Chen Xu, Ting-Ting Xu
            in importance. Our scoring system, by enabling accurate   Writing – original draft: Xue-Liu, Jian-Xia Xu
            diagnosis, can better inform such counseling sessions. 39  Writing – review & editing: Qiao-Ling Ding
              This study has several limitations. First, the retrospective
            design may introduce selection bias. For example, patients   Ethics approval and consent to participate
            with more severe symptoms or more complex cases may be   This study was approved by the Medical Ethics Committee
            more likely to be included in the study, while milder cases   (ky-2023-0827) and the requirement for patient consent
            may be under-represented. This can lead to an over - or   was waived.
            under-estimation of the scoring system’s performance.
            Second, despite the use of multicenter data, the sample   Consent for publication
            size was relatively small, which may have led to overfitting.   Not applicable.
            In addition, the validation cohort showed slightly lower
            predictive accuracy than the training cohort, potentially   Availability of data
            due to its smaller size, which increases variability and bias.   The data and materials supporting the conclusion of this
            Future studies should focus on conducting prospective,   article can be provided by the author upon reasonable
            multicenter, large-scale studies to confirm the robustness   request.
            and generalizability of the scoring system. Moreover,
            incorporating more diverse patient populations, including   References
            different ethnic groups and those with comorbidities, can
            further improve the scoring system’s applicability. 40  1.   Taylor HS, Kotlyar AM, Flores VA. Endometriosis is a
                                                                  chronic systemic disease: Clinical challenges and novel
            5. Conclusion                                         innovations. Lancet. 2021;397(10276):839-852.
                                                                  doi: 10.1016/S0140-6736(21)00389-5
            In summary, we developed a CT feature-based
            scoring system for the differential diagnosis of ovarian   2.   Chapron C, Marcellin L, Borghese B, Santulli P. Rethinking
            endometriotic cysts and ovarian cystadenomas. The     mechanisms, diagnosis and management of endometriosis.
            system integrates five key variables: elevated CA125   Nat Rev Endocrinol. 2019;15(11):666-682.
            levels, age (21 – 50 years), wall thickness ≥2 mm, mild to      doi: 10.1038/s41574-019-0245-z


            Volume 9 Issue 2 (2025)                        139                              doi: 10.36922/ejmo.8507
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