Egg Freezing with AI (VIOLET)
What is egg freezing with AI (VIOLET)
Egg freezing is a modern fertility preservation method that allows eggs to be used at a later time.
The integration of artificial intelligence (AI), through advanced systems such as VIOLET, makes the egg-freezing process more evidence-based, offering a clearer picture of the eggs’ potential.
How artificial intelligence works in egg freezing
Artificial intelligence is applied in the embryology laboratory immediately after egg retrieval, with the aim of providing a more objective and well-documented assessment of the eggs.
Through specialized algorithms, images and data from the eggs are analyzed and compared with a large number of similar cases whose outcomes are known.
In this way, the assessment of egg quality is not based solely on the embryologist’s experience, but is supported by data and statistical models, offering a more reliable picture of their reproductive potential.
What data artificial intelligence provides and how it is used
The assessment of eggs through artificial intelligence is not limited to a simple laboratory evaluation, but leads to specific data that contribute to a more evidence-based understanding of the procedure’s outcome.
What information emerges from the analysis
After processing the data, estimates can be provided regarding:
- the likelihood of egg fertilization
- the likelihood of development into good-quality embryos (blastocysts)
- the overall likelihood of achieving pregnancy
What is the practical value of this data
The use of artificial intelligence contributes to:
- A clearer picture of the freezing outcome
A clearer representation of the potential of the eggs that have been preserved. - Better assessment of egg adequacy
It becomes easier to evaluate whether the number and quality of the eggs are considered satisfactory. - More evidence-based planning of next steps
It supports the decision on whether the procedure may need to be repeated. - Reduced uncertainty
The assessment is based on data rather than exclusively on estimates.
In which cases is egg freezing with artificial intelligence recommended
The use of artificial intelligence in egg freezing can be particularly valuable in cases where evaluating egg quality and estimating reproductive potential play a decisive role in treatment planning. Specifically:
When there is a need for a more accurate estimate of the outcome
In cases where a better understanding of egg quality and the chances of using them in the future is required, analysis through artificial intelligence provides more evidence-based data.
When the adequacy of the eggs is in question
Assessing whether the number and quality of the eggs are sufficient is one of the most common questions in egg freezing. The use of AI contributes to a more objective evaluation of this issue.
For women who choose fertility preservation for the future
In cases of elective egg freezing, where there is no immediate need to use the eggs, having data about their potential can facilitate future planning.
In cases where better planning of next steps is required
The availability of detailed data can support the planning of the overall strategy, such as the decision to repeat a cycle or to make use of already cryopreserved eggs.
The combined evaluation of artificial intelligence data with each woman’s medical history and needs allows for a more comprehensive approach to fertility preservation.
Understanding the potential of the eggs can contribute to planning the most appropriate strategy, whether it concerns preserving already cryopreserved eggs or deciding on further steps.
Frequently Asked Questions (FAQ)
No. Artificial intelligence provides estimates based on data and statistical models, but it cannot guarantee the outcome. The predictions concern probabilities and serve as support in decision-making.
The estimates are based on the analysis of a large volume of data and comparison with cases whose outcomes are known. However, they remain indications rather than certainties, as every case is unique.
The analysis can provide data regarding the quality and potential of the eggs, contributing to a more evidence-based assessment of whether their number is considered sufficient or whether repeating the procedure may be considered.
No. Egg freezing with the use of artificial intelligence can also be applied in fertility preservation cases, regardless of whether there is an immediate plan for in vitro fertilization.
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