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Updated: Jun 7, 2025

Combination of High Ligation and Intraoperative Embolization using Polidocanol for Treatment of Varicoceles
Published on: December 22, 2023
Enhancing Male Fertility Through AI-Based Management of Varicoceles
Zhongwei Huang1,2,3, Germar-M Pinggera4,3, Ashok Agarwal5,6
1Department of Obstetrics & Gynaecology, National University Hospital, Singapore, Singapore.
Review Purpose:
The clinical management of subclinical and symptomatic varicoceles in male infertility remains challenging. Current guidelines focus on treating men with abnormal semen analyses, but a more precise approach to identify, stratify, and prognosticate men with varicoceles and fertility issues is essential.
Recent Findings:
Multiple studies have utilized Artificial Intelligence (AI) to analyze clinical-demographic characteristics, semen analyses, pre-operative imaging findings, and intra-operative clinical data. These AI-driven approaches aim to discover novel biomarkers that can assess, stratify, and prognosticate men with subclinical and symptomatic varicoceles requiring early intervention. These sophisticated methodologies offer new insights and strategies for understanding normal spermatogenesis and the pathophysiology of varicocele-related male infertility. The application of AI strategies is expected to revolutionize varicocele management, enhancing male fertility and optimizing reproductive outcomes.
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