AIMC Topic: Time-Lapse Imaging

Clear Filters Showing 31 to 40 of 75 articles

Rapid, label-free classification of tumor-reactive T cell killing with quantitative phase microscopy and machine learning.

Scientific reports Sep 30, 2021
Quantitative phase microscopy (QPM) enables studies of living biological systems without exogenous labels. To increase the utility of QPM, machine-learning methods have been adapted to extract additional information from the quantitative phase data. ...
T-Lymphocytes Cell Line, Tumor Microscopy, Phase-Contrast Time-Lapse Imaging Humans Machine Learning Melanoma
View on PubMed DOI

Pregnancy prediction performance of an annotation-free embryo scoring system on the basis of deep learning after single vitrified-warmed blastocyst transfer: a single-center large cohort retrospective study.

Fertility and sterility Jul 8, 2021
OBJECTIVE: To analyze the performance of an annotation-free embryo scoring system on the basis of deep learning for pregnancy prediction after single vitrified blastocyst transfer (SVBT) compared with the performance of other blastocyst grading syste...
Humans Time-Lapse Imaging Cryopreservation Infertility Fertilization in Vitro Treatment Outcome Single Embryo Transfer Adult Blastocyst Vitrification Middle Aged Image Interpretation, Computer-Assisted Heart Rate, Fetal Embryo Implantation Deep Learning Retrospective Studies Maternal Age Predictive Value of Tests Pregnancy Rate Embryo Culture Techniques Pregnancy Female
View on PubMed DOI

Adaptive adversarial neural networks for the analysis of lossy and domain-shifted datasets of medical images.

Nature biomedical engineering Jun 10, 2021
In machine learning for image-based medical diagnostics, supervised convolutional neural networks are typically trained with large and expertly annotated datasets obtained using high-resolution imaging systems. Moreover, the network's performance can...
Plasmodium falciparum Spermatozoa Supervised Machine Learning Microscopy Neural Networks, Computer Female Male Datasets as Topic Histocytochemistry Time-Lapse Imaging Embryo, Mammalian Malaria, Falciparum Image Interpretation, Computer-Assisted Humans
View on PubMed DOI

Recursive Deep Prior Video: A super resolution algorithm for time-lapse microscopy of organ-on-chip experiments.

Medical image analysis Jun 4, 2021
Biological experiments based on organ-on-chips (OOCs) exploit light Time-Lapse Microscopy (TLM) for a direct observation of cell movement that is an observable signature of underlying biological processes. A high spatial resolution is essential to ca...
Neural Networks, Computer Algorithms Time-Lapse Imaging Image Processing, Computer-Assisted Microscopy
View on PubMed DOI

End-to-end deep learning for recognition of ploidy status using time-lapse videos.

Journal of assisted reproduction and genetics May 22, 2021
PURPOSE: Our retrospective study is to investigate an end-to-end deep learning model in identifying ploidy status through raw time-lapse video.
Preimplantation Diagnosis Aneuploidy Calibration Time-Lapse Imaging Diploidy Fertilization in Vitro Area Under Curve Blastocyst Humans Retrospective Studies Deep Learning Female Image Processing, Computer-Assisted Adult
View on PubMed DOI

Evaluation of artificial intelligence using time-lapse images of IVF embryos to predict live birth.

Reproductive biomedicine online May 15, 2021
RESEARCH QUESTION: Can artificial intelligence (AI) improve the prediction of live births based on embryo images?
Retrospective Studies Pregnancy Time-Lapse Imaging Humans Artificial Intelligence Embryo Transfer Fertilization in Vitro Female Embryo, Mammalian Adult Live Birth Cohort Studies
View on PubMed DOI

Deep Convolutional and Recurrent Neural Networks for Cell Motility Discrimination and Prediction.

IEEE/ACM transactions on computational biology and bioinformatics Apr 8, 2021
Cells in culture display diverse motility behaviors that may reflect differences in cell state and function, providing motivation to discriminate between different motility behaviors. Current methods to do so rely upon manual feature engineering. How...
Computational Biology Animals Neural Networks, Computer Cell Movement Time-Lapse Imaging Deep Learning Cells, Cultured Mice
View on PubMed DOI

Review of computer vision application in in vitro fertilization: the application of deep learning-based computer vision technology in the world of IVF.

Journal of assisted reproduction and genetics Apr 3, 2021
In vitro fertilization has been regarded as a forefront solution in treating infertility for over four decades, yet its effectiveness has remained relatively low. This could be attributed to the lack of advancements for the method of observing and se...
Cell Count Blastocyst Time-Lapse Imaging Deep Learning Image Processing, Computer-Assisted Humans Fertilization in Vitro Neural Networks, Computer Treatment Outcome Pregnancy Female
View on PubMed DOI

3DeeCellTracker, a deep learning-based pipeline for segmenting and tracking cells in 3D time lapse images.

eLife Mar 30, 2021
Despite recent improvements in microscope technologies, segmenting and tracking cells in three-dimensional time-lapse images (3D + T images) to extract their dynamic positions and activities remains a considerable bottleneck in the field. We develope...
Imaging, Three-Dimensional Caenorhabditis elegans Zebrafish Time-Lapse Imaging Image Processing, Computer-Assisted Brain Tumor Cells, Cultured Heart Spheroids, Cellular Animals Cell Tracking Deep Learning
View on PubMed DOI

Development of deep learning algorithms for predicting blastocyst formation and quality by time-lapse monitoring.

Communications biology Mar 26, 2021
Approaches to reliably predict the developmental potential of embryos and select suitable embryos for blastocyst culture are needed. The development of time-lapse monitoring (TLM) and artificial intelligence (AI) may help solve this problem. Here, we...
Humans Embryonic Development Time-Lapse Imaging Algorithms Deep Learning Blastocyst
View on PubMed DOI
Popular Topics
Recent Journals