Artificial intelligence has revolutionized many fields, and there is no doubt that medicine—across its specialties—is among the areas benefiting most from AI. Recently, AI has begun to be used in diagnosing and treating male infertility, achieving promising results in semen analysis and improving outcomes of certain medical procedures such as microscopic testicular sperm extraction and ICSI. So how does AI help in treating male infertility?
What Is the Role of Artificial Intelligence in Medicine?
Artificial intelligence is distinguished by an exceptional ability to analyze data with great accuracy in record time, making it widely applicable across various medical fields. Many AI models have been developed to help diagnose and treat health problems by analyzing patient data. With the ongoing advancement of these technologies, AI’s contributions to medicine are expected to increase in the following areas:
- Enhancing the quality of imaging tests and diagnostic procedures.
- Increasing the speed and accuracy of medical decisions.
- Early detection of diseases.
- Improving the quality of medical care.
- Personalizing treatment plans for each patient.
- Supporting medical research and discovering new drugs.
- Reducing costs and improving the use of medical resources.
Male Infertility Treatment
Infertility treatment depends on its cause. In many cases, a man can regain his ability to conceive simply by treating the underlying cause of infertility, such as microsurgery to treat varicocele. In other cases, infertility treatment may require the use of assisted reproductive techniques, while some complex infertility cases remain untreatable.
Male infertility cases can be classified as follows:
- Correctable and treatable infertility: This includes infertility caused by health problems that can be corrected, allowing natural fertility to be restored, such as obstructive azoospermia, varicocele, and hormonal disorders. This type represents 18% of male infertility cases.
- Non-correctable infertility: This includes cases that do not respond to treatment, but infertility can be overcome through assisted reproductive techniques, such as ICSI, including sperm abnormalities and some cases of non-obstructive azoospermia. These cases represent 70% of male infertility.
- Untreatable infertility: This refers to infertility cases that are resistant to treatment, in which no sperm are available for ICSI, such as testicular atrophy or removal of both testicles, and certain genetic problems. These account for about 12% of infertility cases.
How Does Artificial Intelligence Help in Treating Male Infertility?
AI helps improve the quality of medical services provided for evaluating, diagnosing, and treating male infertility by developing machine learning models and artificial neural networks capable of handling and analyzing patient data with high accuracy. This supports the medical team in making optimal clinical decisions. The advantages of AI in treating male infertility include:
- Improving the accuracy of diagnosing the causes of infertility.
- More accurate sperm analysis.
- Predicting Micro-TESE outcomes and improving the sperm retrieval rate.
- Increasing ICSI success rates.
- Speeding up medical procedures and reducing human error.
AI Technologies for Infertility Treatment
AI models are used in many medical procedures related to diagnosing and treating male infertility. Below, we highlight the most important of these technologies and how they help you restore fertility.
Sperm Analysis
AI has brought a major leap in semen analysis through various techniques and models, foremost among them computer-assisted semen analysis (CASA). This technology is characterized by an exceptional ability to track sperm in a semen sample while providing accurate measurements of sperm movement. It also allows a larger number of semen samples to be analyzed in less time than usual.
A number of AI models have also been developed to analyze sperm morphology and compare it with the standard features of normal sperm, enabling the diagnosis of abnormalities in the sperm head or other parts. Some studies indicate that certain models have succeeded in assessing sperm morphology with accuracy reaching 94%.
Some promising AI applications also contribute to evaluating sperm cellular functions and diagnosing certain infertility-causing disorders, such as DNA fragmentation in the sperm head.
These modern technologies help enhance the quality of semen analysis, reduce the rate of human error in sample assessment, and predict infertility or reduced fertility.
Predicting Micro-TESE Outcomes
Micro-TESE (Micro-TESE) is performed to retrieve sperm from the testicle to treat infertility in cases of non-obstructive azoospermia. AI models can estimate the likelihood of Micro-TESE success by analyzing certain patient data, such as:
- Age.
- Smoking.
- Testicular size.
- Overall health status.
- Body mass index (BMI).
- Hormone levels.
- Presence of varicocele.
- Cause of azoospermia.
A 2024 medical study revealed that one artificial neural network was able to predict Micro-TESE outcomes based on data from 1,026 patients, with a success rate of 60%. Despite these promising results, further improvements in the future are believed to make predictions more accurate.
Detecting Sperm in a Testicular Sample
AI’s role in Micro-TESE is not limited to predicting outcomes; SpermSearch AI also helps analyze the testicular sample after Micro-TESE. This technology relies on an artificial neural network trained on thousands of sperm images, offering exceptional speed and greater accuracy in scanning the testicular sample compared to traditional visual screening.
Several studies have proven that SpermSearch AI outperforms the human factor in finding sperm in a testicular sample, improving the chances of treating male infertility and enabling the retrieval of a larger number of sperm that can be used for ICSI or frozen.
Enhancing ICSI Outcomes
ICSI aims to treat severe male infertility by selecting high-quality sperm and injecting it into eggs in the IVF lab to form embryos. AI contributes by analyzing case-specific data to predict ICSI success rates, which depend on many factors, most importantly sperm quality.
Therefore, AI models specialized in analyzing sperm movement and morphology, as well as the genetic material within the sperm head, are believed to help select high-quality sperm for ICSI, enhancing embryo quality and consequently increasing pregnancy and live birth rates over time.
Infertility Treatment at Dr. Mohamed Wael Ragab’s Clinics
Dr. Mohamed Wael Ragab is one of the experts in andrology and male infertility in Egypt and the Middle East. Day after day, his successes continue in diagnosing and treating various cases of male infertility, relying on the latest diagnostic and therapeutic technologies. He also holds:
- A fellowship from the University of Münster, Germany.
- Membership in the European Academy of Andrology.
- A fellowship of the European Society for Sexual Medicine.
- Consultant degree in microsurgical procedures for male infertility treatment.
Dr. Mohamed Wael Ragab’s clinics provide the latest AI technologies for infertility treatment, such as SpermSearch AI, which has made a breakthrough in Micro-TESE outcomes and the treatment of azoospermia. Do not hesitate to contact us now to book your medical consultation appointment and begin your journey to parenthood!
Frequently Asked Questions About Male Infertility
At the end of the article, we answer the most important questions about male infertility, whether it can be cured, and the key signs that indicate infertility:
How Long Does Male Infertility Treatment Take?
The duration of infertility treatment varies from one case to another depending on the cause of infertility and the patient’s condition. Male infertility treatment may take a few days in simple cases, and may extend to months in more difficult cases. The doctor determines the treatment duration after diagnostic examinations and setting a treatment plan to improve fertility.
What Are the Signs of Male Infertility?
Delayed conception for a year or more after marriage—despite regular marital relations—is the main sign of infertility, which may be in the husband, the wife, or both, as shown by diagnostic tests. Signs of male infertility include:
- Low libido.
- Large varicocele.
- Testicular shrinkage or atrophy.
- Gynecomastia and reduced muscle mass.
- Retrograde ejaculation or absent ejaculation.
- Abnormal semen analysis results.
Can Infertility Be Cured?
Yes, male infertility can be cured in most cases, especially with the advancement of diagnostic and treatment methods compared to the past. In simple cases, some medical advice may be sufficient for recovery, while other cases may require certain medications or surgical procedures to cure infertility—something determined by the specialist physician.
Which Infertility Cases Cannot Be Treated?
Cases of non-obstructive azoospermia represent a medical challenge in treating infertility resulting from them. However, modern techniques such as Micro-TESE contribute to treating a large number of these cases. Nevertheless, some patients may have a complete absence of sperm production in the testicle, such that Micro-TESE fails to find any sperm at all.
Is an Infertile Man Sexually Weak?
No, not necessarily. Most men with infertility or reduced fertility retain sexual function. However, some health problems may lead to both infertility and erectile dysfunction together, such as:
- Obesity.
- Diabetes.
- High blood pressure.
- Low testosterone.
Sources
- AI in healthcare | European Commission
- Male Infertility – StatPearls | NCBI Bookshelf
- Artificial intelligence for sperm selection | ScienceDirect
- Artificial intelligence in andrology | Asian Journal of Andrology
- Integrating AI in surgical SR techniques | Wiley Online Library
- A Review of the Role of Artificial Intelligence in Healthcare | PMC
- AI predictive models and advancements in Micro-TESE for NOA | PMC
- Artificial intelligence in assisted reproductive technology | ScienceDirect