Artificial intelligence in the fertility clinic: status, pitfalls and possibilities
MA Riegler, MH Stensen, O Witczak… - Human …, 2021 - academic.oup.com
In recent years, the amount of data produced in the field of ART has increased exponentially.
The diversity of data is large, ranging from videos to tabular data. At the same time, artificial …
The diversity of data is large, ranging from videos to tabular data. At the same time, artificial …
The prospect of artificial intelligence to personalize assisted reproductive technology
Abstract Infertility affects 1-in-6 couples, with repeated intensive cycles of assisted
reproductive technology (ART) required by many to achieve a desired live birth. In ART …
reproductive technology (ART) required by many to achieve a desired live birth. In ART …
Deep learning based evaluation of spermatozoid motility for artificial insemination
V Valiuškaitė, V Raudonis, R Maskeliūnas… - Sensors, 2020 - mdpi.com
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 …
Networks (R-CNN) architecture for the evaluation of sperm head motility in human semen …
Impact of transfer learning for human sperm segmentation using deep learning
R Marín, V Chang - Computers in Biology and Medicine, 2021 - Elsevier
Background and objective Infertility affects approximately one in ten couples, and almost half
of the infertility cases are due to the malefactor. To diagnose infertility and determine future …
of the infertility cases are due to the malefactor. To diagnose infertility and determine future …
Current updates on involvement of artificial intelligence and machine learning in semen analysis
MK Panner Selvam, AK Moharana, S Baskaran… - Medicina, 2024 - mdpi.com
Background and Objectives: Infertility rates and the number of couples undergoing
reproductive care have both increased substantially during the last few decades. Semen …
reproductive care have both increased substantially during the last few decades. Semen …
[HTML][HTML] Male infertility: new developments, current challenges, and future directions
There have been many significant scientific advances in the diagnostics and treatment
modalities in the field of male infertility in recent decades. Examples of these include …
modalities in the field of male infertility in recent decades. Examples of these include …
Application of artificial intelligence in gametes and embryos selection
K Si, B Huang, L Jin - Human Fertility, 2023 - Taylor & Francis
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 …
Technology (ART) cycles, but there remains a lack of methods to accurately measure the …
[HTML][HTML] A review of different deep learning techniques for sperm fertility prediction
Sperm morphology analysis (SMA) is a significant factor in diagnosing male infertility.
Therefore, healthy sperm detection is of great significance in this process. However, the …
Therefore, healthy sperm detection is of great significance in this process. However, the …
RETRACTED ARTICLE: An improved convolutional neural network for abnormality detection and segmentation from human sperm images
L Prabaharan, A Raghunathan - Journal of Ambient Intelligence and …, 2021 - Springer
Recent days, the infertility is affecting one of every ten couples. This makes the negative
effect on the quality of a couple's life, social causes, and psychological problems. Here the …
effect on the quality of a couple's life, social causes, and psychological problems. Here the …
An assessment tool for computer-assisted semen analysis (CASA) algorithms
J Choi, L Alkhoury, LF Urbano, P Masson… - Scientific reports, 2022 - nature.com
Abstract Computer-Assisted Semen Analysis (CASA) enables reliable analysis of semen
images, and is designed to process large number of images with high consistency …
images, and is designed to process large number of images with high consistency …