AIMC Topic: Spermatozoa

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Testing the generalizability and effectiveness of deep learning models among clinics: sperm detection as a pilot study.

Reproductive biology and endocrinology : RB&E May 22, 2024
BACKGROUND: Deep learning has been increasingly investigated for assisting clinical in vitro fertilization (IVF). The first technical step in many tasks is to visually detect and locate sperm, oocytes, and embryos in images. For clinical deployment o...
Humans Male Fertilization in Vitro Semen Analysis Spermatozoa Deep Learning Pilot Projects Image Processing, Computer-Assisted
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Evaluation of an artificial intelligence-facilitated sperm detection tool in azoospermic samples for use in ICSI.

Reproductive biomedicine online Feb 22, 2024
RESEARCH QUESTION: Can artificial intelligence (AI) improve the efficiency and efficacy of sperm searches in azoospermic samples?
Sperm Injections, Intracytoplasmic Azoospermia Proof of Concept Study Neural Networks, Computer Male Humans Sperm Retrieval Spermatozoa Artificial Intelligence Adult
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Only the Best of the Bunch-Sperm Preparation Is Not Just about Numbers.

Seminars in reproductive medicine Dec 19, 2023
In this , we present an overview of the current and emerging methods and technologies for optimizing the man and the sperm sample for fertility treatment. We argue that sperms are the secret to success, and that there are many avenues for improving b...
Humans Artificial Intelligence Spermatozoa Fertility Male Semen
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Application of artificial intelligence in gametes and embryos selection.

Human fertility (Cambridge, England) Sep 14, 2023
Gamete and embryo quality are critical to the success rate of Assisted Reproductive Technology (ART) cycles, but there remains a lack of methods to accurately measure the quality of sperm, oocytes and embryos. The ability of Artificial Intelligence (...
Humans Artificial Intelligence Male Germ Cells Semen Spermatozoa Oocytes
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Deep learning-based method for analyzing the optically trapped sperm rotation.

Scientific reports Aug 3, 2023
Optical tweezers exert a strong trapping force on cells, making it crucial to analyze the movement of trapped cells. The rotation of cells plays a significant role in their swimming patterns, such as in sperm cells. We proposed a fast deep-learning-b...
Lasers Optical Tweezers Humans Male Deep Learning Semen Spermatozoa
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A Dual Architecture Fusion and AutoEncoder for Automatic Morphological Classification of Human Sperm.

Sensors (Basel, Switzerland) Jul 22, 2023
Infertility has become a common problem in global health, and unsurprisingly, many couples need medical assistance to achieve reproduction. Many human behaviors can lead to infertility, which is none other than unhealthy sperm. The important thing is...
Semen Spermatozoa Infertility Reproducibility of Results Male Humans Artificial Intelligence
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Improving outcomes of assisted reproductive technologies using artificial intelligence for sperm selection.

Fertility and sterility Jun 10, 2023
Within the field of assisted reproductive technology, artificial intelligence has become an attractive tool for potentially improving success rates. Recently, artificial intelligence-based tools for sperm evaluation and selection during intracytoplas...
Humans Spermatozoa Artificial Intelligence Sperm Injections, Intracytoplasmic Male Reproductive Techniques, Assisted Pregnancy Pregnancy Rate Female Semen
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Structures of sperm flagellar doublet microtubules expand the genetic spectrum of male infertility.

Cell Jun 8, 2023
Sperm motility is crucial for successful fertilization. Highly decorated doublet microtubules (DMTs) form the sperm tail skeleton, which propels the movement of spermatozoa. Using cryo-electron microscopy (cryo-EM) and artificial intelligence (AI)-ba...
Humans Artificial Intelligence Microtubules Microtubule Proteins Male Spermatozoa Sperm Tail Infertility, Male Semen Cryoelectron Microscopy Sperm Motility
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Artificial intelligence for sperm selection-a systematic review.

Fertility and sterility May 24, 2023
Despite the increasing number of assisted reproductive technologies based treatments being performed worldwide, there has been little improvement in fertilization and pregnancy outcomes. Male infertility is a major contributing factor, and sperm eval...
Pregnancy Female Infertility, Male Reproducibility of Results Humans Male Artificial Intelligence Semen Spermatozoa
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New horizons in human sperm selection for assisted reproduction.

Frontiers in endocrinology Feb 22, 2023
Male infertility is a commonly encountered pathology that is estimated to be a contributory factor in approximately 50% of couples seeking recourse to assisted reproductive technologies. Upon clinical presentation, such males are commonly subjected t...
Proteomics Spermatozoa Semen Pregnancy Infertility, Male Humans Female Reproduction Artificial Intelligence Male
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