AIMC Topic: Time-Lapse Imaging

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Bound2Learn: a machine learning approach for classification of DNA-bound proteins from single-molecule tracking experiments.

Nucleic acids research Aug 20, 2021
DNA-bound proteins are essential elements for the maintenance, regulation, and use of the genome. The time they spend bound to DNA provides useful information on their stability within protein complexes and insight into the understanding of biologica...
Escherichia coli DNA Protein Binding Computational Biology Saccharomyces cerevisiae Single Molecule Imaging Time-Lapse Imaging Algorithms Computer Simulation Machine Learning Kinetics DNA-Binding Proteins
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Can deep learning automatically predict fetal heart pregnancy with almost perfect accuracy?

Human reproduction (Oxford, England) Jun 1, 2020
Female Deep Learning Humans Pregnancy Fetal Heart Embryo Transfer Time-Lapse Imaging
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Reply: Can deep learning automatically predict fetal heart pregnancy with almost perfect accuracy?

Human reproduction (Oxford, England) Jun 1, 2020
Humans Pregnancy Fetal Heart Embryo Transfer Time-Lapse Imaging Female Deep Learning
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Consistency and objectivity of automated embryo assessments using deep neural networks.

Fertility and sterility Apr 1, 2020
OBJECTIVE: To evaluate the consistency and objectivity of deep neural networks in embryo scoring and making disposition decisions for biopsy and cryopreservation in comparison to grading by highly trained embryologists.
Double-Blind Method Embryo, Mammalian Time-Lapse Imaging Embryology Retrospective Studies Humans Deep Learning Neural Networks, Computer Prospective Studies
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Embryo through the lens: from time-lapse cinematography to artificial intelligence.

Fertility and sterility Feb 1, 2020
"Once a new technology rolls over you, if you're not part of the steamroller, you're part of the road." -Stewart Brand.
Artificial Intelligence Pregnancy Female Animals Humans Embryo, Mammalian Embryo Culture Techniques Microscopy, Video Time-Lapse Imaging Image Processing, Computer-Assisted Fertilization in Vitro Male Time Factors
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Deep learning as a predictive tool for fetal heart pregnancy following time-lapse incubation and blastocyst transfer.

Human reproduction (Oxford, England) Jun 4, 2019
STUDY QUESTION: Can a deep learning model predict the probability of pregnancy with fetal heart (FH) from time-lapse videos?
Image Processing, Computer-Assisted Fetal Heart Embryo Transfer Time-Lapse Imaging Deep Learning ROC Curve Infertility Embryo Implantation Female Pregnancy Rate Predictive Value of Tests Retrospective Studies Young Adult Treatment Outcome Adult Pregnancy Humans Middle Aged Prospective Studies
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