Artificial Intelligence for Clinical Management of Male Infertility, a Scoping Review

被引:1
|
作者
Naik, Noopur [1 ]
Roth, Bradley [2 ]
Lundy, Scott D. [3 ]
机构
[1] Case Western Reserve Univ, Cleveland Clin Lerner Coll Med, Cleveland Hts, OH 44106 USA
[2] Univ Calif Irvine, Sch Med, Tustin, CA USA
[3] Cleveland Clin Fdn, Glickman Urol & Kidney Inst, Dept Urol, Cleveland, OH 44195 USA
关键词
Male Infertility; Artificial Intelligence; Machine Learning; ChatGPT; CONVOLUTIONAL NEURAL-NETWORKS; INSURANCE-COVERAGE; SPERM; MODELS; MEN;
D O I
10.1007/s11934-024-01239-z
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Purpose of ReviewInfertility impacts one in six couples worldwide, with male infertility contributing to approximately half of these cases. However, the causes of infertility remain incompletely understood, and current methods of clinical management are cost-restrictive, time-intensive, and have limited success. Artificial intelligence (AI) may help address some of these challenges. In this review, we synthesize recent literature in AI with implications for the clinical management of male infertility.Recent FindingsArtificial intelligence may offer opportunities for proactive, cost-effective, and efficient management of male infertility, specifically in the areas of hypogonadism, semen analysis, and interventions such as assisted reproductive technology.SummaryPatients may benefit from the integration of AI into a male infertility specialist's clinical workflow. The ability of AI to integrate large volumes of data into predictive models could help clinicians guide conversations with patients on the value of various treatment options in infertility, but caution must be taken to ensure the quality of care being delivered remains high.
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页数:16
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