Embryo Ranking Intelligent Classification Algorithm

Embryo Ranking Intelligent Classification Algorithm (ERICA) is a deep learning[1] AI software designed to assist embryologists and clinicians during the embryo selection process leading to embryo transfer,[2] a critical step of in vitro fertilisation treatments (IVF). This AI-based software relies on artificial vision to extract features not identifiable with the use of conventional microscopy.[3] Following feature extraction, ERICA accurately ranks embryos according to their prognosis (defined as euploidy and implantation potential). In this way, ERICA removes the subjectivity inherent to previously existing classifications and, by efficiently assisting clinicians, increases the chances of selecting the one embryo with the best chances to become a baby.[4]

ERICA's algorithms and the EmbryoRanking.com associated software are cloud-based and base their ranking system on predicting individual embryo's genetic status in a non-invasive fashion.[5][6]

## See also

* Embryo selection
* In vitro fertilisation and embryo selection

## References

1. ↑ "P-413 - DEEP LEARNING FOR AUTOMATIC DETERMINATION OF BLASTOCYST EMBRYO DEVELOPMENT STAGE". https://www.onlineevent.com/asrm/events/1598/video_presentations/145039.
2. ↑ Chavez-Badiola, Alejandro; Flores-Saiffe Farias, Adolfo; Mendizabal-Ruiz, Gerardo; Garcia-Sanchez, Rodolfo; Drakeley, Andrew J. (September 2019). "Development and preliminary validation of an automated static digital image analysis system utilizing machine learning for blastocyst selection". Fertility and Sterility 112 (3): e149–e150. doi:10.1016/j.fertnstert.2019.07.511.
3. ↑ Chavez-Badiola, Alejandro; Flores-Saiffe Farias, Adolfo; Mendizabal-Ruiz, Gerardo; Drakeley, Andrew J.; Garcia-Sánchez, Rodolfo; Zhang, John J. (September 2019). "Artificial vision and machine learning designed to predict PGT-A results". Fertility and Sterility 112 (3): e231. doi:10.1016/j.fertnstert.2019.07.715.
4. ↑ Chavez-Badiola, Alejandro; Flores-Saiffe Farias, Adolfo; Mendizabal-Ruiz, Gerardo; Garcia-Sanchez, Rodolfo; Drakeley, Andrew J.; Garcia-Sandoval, Juan Paulo (10 March 2020). "Predicting pregnancy test results after embryo transfer by image feature extraction and analysis using machine learning". Scientific Reports 10 (1): 4394. doi:10.1038/s41598-020-61357-9. PMID 32157183. Bibcode: 2020NatSR..10.4394C.
5. ↑ Chavez-Badiola, Alejandro; Mendizabal-Ruiz, Gerardo; Ocegueda-Hernandez, Vladimir; Flores-Saiffe Farias, Adolfo; Drakeley, Andrew J. (September 2019). "Deep learning for automatic determination of blastocyst embryo development stage". Fertility and Sterility 112 (3): e273. doi:10.1016/j.fertnstert.2019.07.809.
6. ↑ "Presenting Erica, an artificial intelligence clinical assistant for embryo ranking – Machine Learning". https://www.machinelearning.ai/artificial-intelligence/presenting-erica-an-artificial-intelligence-clinical-assistant-for-embryo-ranking/.

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Assisted reproductive technology

Infertility|

* Female
* Male
* Fertility clinic
* Fertility testing
* Fertility tourism

Fertility medication|

* Estrogen antagonists
* aromatase inhibitor
* clomifene
* FSH
* GnRH agonists
* Gonadotropins
* menotropins
* hCG

In vitro fertilisation (IVF)
and expansions|

* Assisted zona hatching
* Autologous endometrial coculture
* Cytoplasmic transfer
* Embryo transfer
* Gestational carrier
* In vitro maturation
* Intracytoplasmic sperm injection
* Oocyte selection
* Ovarian hyperstimulation
* Preimplantation genetic diagnosis
* Snowflake children
* Transvaginal ovum retrieval
* Zygote intrafallopian transfer

Other methods|

* Artificial insemination
* Ovulation induction
* Cryopreservation
* embryos
* oocyte
* ovarian tissue
* semen
* Gamete intrafallopian transfer
* Reproductive surgery
* Vasectomy reversal
* Selective reduction
* Sex selection
* Surrogacy

Donation|

* Donor registration
* Donor Sibling Registry
* Egg donation
* Embryo
* Sperm
* Semen collection
* Sperm bank
* Ova bank

Ethics|

* Accidental incest
* Genetic diagnosis of intersex
* Religious response to ART
* Mitochondrial donation
* Sex selection

In fiction|

* See subsection in sperm donation
* Reproduction and pregnancy in speculative fiction

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