Multi-task deep learning for medical image computing and analysis: A review

Y Zhao, X Wang, T Che, G Bao, S Li - Computers in Biology and Medicine, 2023 - Elsevier
The renaissance of deep learning has provided promising solutions to various tasks. While
conventional deep learning models are constructed for a single specific task, multi-task deep …

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 …

SVIA dataset: A new dataset of microscopic videos and images for computer-aided sperm analysis

A Chen, C Li, S Zou, MM Rahaman, Y Yao… - Biocybernetics and …, 2022 - Elsevier
Abstract Computer-Aided Sperm Analysis (CASA) is a widely studied topic in the diagnosis
and treatment of male reproductive health. Although CASA has been evolving, there is still a …

Simultaneous sEMG recognition of gestures and force levels for interaction with prosthetic hand

B Fang, C Wang, F Sun, Z Chen, J Shan… - … on Neural Systems …, 2022 - ieeexplore.ieee.org
The natural interaction between the prosthetic hand and the upper limb amputation patient is
important and directly affects the rehabilitation effect and operation ability. Most previous …

A machine learning method to identify umami peptide sequences by using multiplicative LSTM embedded features

J Jiang, J Li, J Li, H Pei, M Li, Q Zou, Z Lv - Foods, 2023 - mdpi.com
Umami peptides enhance the umami taste of food and have good food processing
properties, nutritional value, and numerous potential applications. Wet testing for the …

[HTML][HTML] A review of different deep learning techniques for sperm fertility prediction

M Suleman, M Ilyas, MIU Lali, HT Rauf… - AIMS Mathematics, 2023 - aimspress.com
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 …

[HTML][HTML] Male infertility: new developments, current challenges, and future directions

M Gül, GI Russo, H Kandil, F Boitrelle, R Saleh… - The World Journal of …, 2024 - wjmh.org
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 …

The prospect of artificial intelligence to personalize assisted reproductive technology

S Hanassab, A Abbara, AC Yeung, M Voliotis… - npj Digital …, 2024 - nature.com
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 …

YOLOv5s-SA: Light-Weighted and Improved YOLOv5s for Sperm Detection

R Zhu, Y Cui, J Huang, E Hou, J Zhao, Z Zhou, H Li - Diagnostics, 2023 - mdpi.com
Sperm detection performance is particularly critical for sperm motility tracking. However,
there are a large number of non-sperm objects, sperm occlusion and poorly detailed texture …

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 …