ISSN 3060-4745 Open Access · Peer Reviewed
NON-INVASIVE BIOMARKERS AND ADVANCED IMAGING FOR EARLY DETECTION OF ENDOMETRIOSIS: DIAGNOSTIC PERFORMANCE, REAL-WORLD EVIDENCE, ARTIFICIAL INTELLIGENCE, AND IMPLEMENTATION PRIORITIES
AIJMR ACUMEN: INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH
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Keywords

endometriosis; early diagnosis; non-invasive biomarkers; microRNA; saliva; transvaginal ultrasound; magnetic resonance imaging; deep endometriosis; real world evidence; diagnostic accuracy; machine learning; precision medicine; Uzbekistan.

How to Cite

NON-INVASIVE BIOMARKERS AND ADVANCED IMAGING FOR EARLY DETECTION OF ENDOMETRIOSIS: DIAGNOSTIC PERFORMANCE, REAL-WORLD EVIDENCE, ARTIFICIAL INTELLIGENCE, AND IMPLEMENTATION PRIORITIES. (2026). ACUMEN: INTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH, 3(10), 222-250. https://doi.org/10.66301/tprcz211

Abstract

 Endometriosis  is  a  chronic,  heterogeneous  inflammatory  disease  for  which delayed recognition and unequal access to specialist imaging remain important  clinical problems. The transition from surgically centered diagnosis to an integrated,  non-invasive  strategy  has  increased  interest  in  expert  transvaginal  ultrasonography,  magnetic  resonance  imaging,  circulating  biomarkers,  and  saliva-based  microRNA  signatures. Objective: To critically appraise the diagnostic role of these modalities and  describe how real-world data, causal inference and artificial intelligence can support  safe implementation. Methods:

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References

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2. Becker CM, et al. ESHRE guideline: endometriosis. Hum Reprod Open. 2022;2022(2):hoac009. Available from: https://academic.oup.com/hropen/article/2022/2/hoac009/6537540

3. European Society of Human Reproduction and Embryology. Endometriosis guideline. 2022. Available from: https://www.eshre.eu/Guidelines-andLegal/Guidelines/Endometriosis-guideline

4. Validation of a Saliva Micro-RNA Signature for Endometriosis. NEJM Evid. 2025. doi:10.1056/EVIDoa2400195. Available from: https://pubmed.ncbi.nlm.nih.gov/41147827/

5. Transvaginal ultrasound and magnetic resonance imaging in detecting rectosigmoid deep infiltrating endometriosis: a comparative meta-analysis. 2025. Available from:

https://pmc.ncbi.nlm.nih.gov/articles/PMC11955469/

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