AIMC Topic: Spermatozoa

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Can methods of artificial intelligence aid in optimizing patient selection in patients undergoing intrauterine inseminations?

Journal of assisted reproduction and genetics May 24, 2021
PURPOSE: AI and its machine learning algorithms have proven useful in several fields of medicine, including medically assisted reproduction. The purpose of the study was to construct several predictive models based on clinical data and select the bes...
Humans Neural Networks, Computer Gonadotropins Spermatozoa Patient Selection Insemination, Artificial Adult Clomiphene Male Fertility Agents, Female Support Vector Machine Artificial Intelligence Letrozole Pregnancy Decision Making, Computer-Assisted Female
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Machine learning for sperm selection.

Nature reviews. Urology May 17, 2021
Infertility rates and the number of couples seeking fertility care have increased worldwide over the past few decades. Over 2.5 million cycles of assisted reproductive technologies are being performed globally every year, but the success rate has rem...
Male Fertilization in Vitro Sperm Retrieval Humans Machine Learning Sperm Motility Sperm Injections, Intracytoplasmic DNA Damage Cell Shape Semen Analysis Infertility Spermatozoa
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Can artificial intelligence drive optimal sperm selection for in vitro fertilization?

Fertility and sterility Feb 26, 2021
Fertilization in Vitro Spermatozoa Humans Artificial Intelligence Male
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Deep Learning Based Evaluation of Spermatozoid Motility for Artificial Insemination.

Sensors (Basel, Switzerland) Dec 24, 2020
We propose a deep learning method based on the Region Based Convolutional Neural Networks (R-CNN) architecture for the evaluation of sperm head motility in human semen videos. The neural network performs the segmentation of sperm heads, while the pro...
Semen Analysis Spermatozoa Insemination, Artificial Neural Networks, Computer Male Deep Learning Humans
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High spatially sensitive quantitative phase imaging assisted with deep neural network for classification of human spermatozoa under stressed condition.

Scientific reports Aug 4, 2020
Sperm cell motility and morphology observed under the bright field microscopy are the only criteria for selecting a particular sperm cell during Intracytoplasmic Sperm Injection (ICSI) procedure of Assisted Reproductive Technology (ART). Several fact...
Image Processing, Computer-Assisted Cryopreservation Ethanol Signal-To-Noise Ratio Spermatozoa Microscopy Deep Learning Hydrogen Peroxide Oxidative Stress Humans Male
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Reproductive outcomes predicted by phase imaging with computational specificity of spermatozoon ultrastructure.

Proceedings of the National Academy of Sciences of the United States of America Jul 20, 2020
The ability to evaluate sperm at the microscopic level, at high-throughput, would be useful for assisted reproductive technologies (ARTs), as it can allow specific selection of sperm cells for in vitro fertilization (IVF). The tradeoff between intrin...
Female Animals Male Image Processing, Computer-Assisted Ovum Cattle Ovarian Follicle Neural Networks, Computer Cattle Diseases Semen Analysis Spermatozoa Infertility, Male
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Artificial intelligence in the IVF laboratory: overview through the application of different types of algorithms for the classification of reproductive data.

Journal of assisted reproduction and genetics Jul 11, 2020
Over the past years, the assisted reproductive technologies (ARTs) have been accompanied by constant innovations. For instance, intracytoplasmic sperm injection (ICSI), time-lapse monitoring of the embryonic morphokinetics, and PGS are innovative tec...
Algorithms Reproductive Techniques, Assisted Female Male Humans Reproduction Artificial Intelligence Sperm Injections, Intracytoplasmic Fertilization in Vitro Spermatozoa
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A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods.

Medical & biological engineering & computing Mar 6, 2020
Sperm morphology, as an indicator of fertility, is a critical tool in semen analysis. In this study, a smartphone-based hybrid system that fully automates the sperm morphological analysis is introduced with the aim of eliminating unwanted human facto...
Image Interpretation, Computer-Assisted Wavelet Analysis Support Vector Machine Semen Analysis Spermatozoa Adult Humans Male Deep Learning Neural Networks, Computer Smartphone Young Adult
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Transcriptome analysis and identification of genes associated with chicken sperm storage duration.

Poultry science Dec 13, 2019
The sperm storage tubules located in the mucosal folds of the uterovaginal junction (UVJ) are the primary site of sperm storage in chicken hens after natural mating or artificial insemination (AI). The short-term sperm storage (24 h after mating or A...
Spermatozoa Avian Proteins Insemination, Artificial Gene Expression Profiling Transcriptome Chickens Animals Male
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Sperm Tail Defects and Abnormal Testicular Blood Flow in a Beagle Dog: A Case Report.

Topics in companion animal medicine Nov 8, 2019
A 5-year-old male Beagle dog produced ejaculates with a high percentage of spermatozoa with abnormal morphology, especially sperm tail defects. Although libido and semen volume were normal, ejaculates showed asthenospermia, oligozoospermia, and terat...
Dogs Testis Ultrasonography, Doppler Dog Diseases Animals Semen Analysis Sperm Tail Spermatozoa Male Testosterone
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