Can the combination of time-lapse parameters and clinical features predict embryonic ploidy status or implantation?

An investigation into the effect of potential confounding patient and treatment parameters on human embryo morphokinetics

(2021) Amy Barrie et al.   FERTILITY AND STERILITY

The morphokinetic signature of mosaic embryos: evidence in support of their own genetic identity

(2021) Ángel Martín et al.   FERTILITY AND STERILITY

Next-generation sequencing is more efficient at detecting mosaic embryos and improving pregnancy outcomes than single-nucleotide polymorphism array analysis

(2021) Min Xiao et al.   JOURNAL OF MOLECULAR DIAGNOSTICS

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

(2021) Qiuyue Liao et al.   Communications Biology

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

(2021) Chun-I Lee et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

An artificial intelligence model (euploid prediction algorithm) can predict embryo ploidy status based on time-lapse data

(2021) Bo Huang et al.   Reproductive Biology and Endocrinology

MicroRNA expression profile analysis in sperm reveals hsa-mir-191 as an auspicious omen of in vitro fertilization

(2020) Hua Xu et al.   BMC GENOMICS

Embryo Ranking Intelligent Classification Algorithm (ERICA): artificial intelligence clinical assistant predicting embryo ploidy and implantation

(2020) Alejandro Chavez-Badiola et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Novel and conventional embryo parameters as input data for artificial neural networks: an artificial intelligence model applied for prediction of the implantation potential

(2020) Lorena Bori et al.   FERTILITY AND STERILITY

Can embryo morphokinetic parameters predict euploid pregnancy loss?

(2020) Dana B. McQueen et al.   FERTILITY AND STERILITY

Prediction of implantation after blastocyst transfer in in vitro fertilization: a machine-learning perspective

(2019) Celine Blank et al.   FERTILITY AND STERILITY

Maternal body mass index affects embryo morphokinetics: a time-lapse study

(2019) Alessandro Bartolacci et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

Effect of body mass index on pregnancy outcomes in a freeze-all policy: an analysis of 22,043 first autologous frozen-thawed embryo transfer cycles in China

(2019) Jie Zhang et al.   BMC Medicine

Can novel early non-invasive biomarkers of embryo quality be identified with time-lapse imaging to predict live birth?

(2019) J Barberet et al.   HUMAN REPRODUCTION

Embryo morphokinetics is potentially associated with clinical outcomes of single-embryo transfers in preimplantation genetic testing for aneuploidy cycles

(2019) Chun-I Lee et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Comparison of risk models for mortality and cardiovascular events between machine learning and conventional logistic regression analysis

(2019) Shinya Suzuki et al.   PLoS One

MicroRNA-451 is downregulated in the follicular fluid of women with endometriosis and influences mouse and human embryonic potential

(2019) Xiong Li et al.   Reproductive Biology and Endocrinology

Time of morulation and trophectoderm quality are predictors of a live birth after euploid blastocyst transfer: a multicenter study

(2019) Laura Rienzi et al.   FERTILITY AND STERILITY

Chromosomal mosaicism in human blastocysts: the ultimate diagnostic dilemma

(2019) Mina Popovic et al.   HUMAN REPRODUCTION UPDATE

Are cleavage anomalies, multinucleation, or specific cell cycle kinetics observed with time-lapse imaging predictive of embryo developmental capacity or ploidy?

(2018) Nina Desai et al.   FERTILITY AND STERILITY

Comparison of the effect of immediate versus delayed transfer following a stimulated IVF cycle on the ongoing pregnancy rate of frozen-thawed embryo transfer cycles: a study protocol for a randomised controlled trial

(2018) He Li et al.   BMJ Open

Predicting live birth by combining cleavage and blastocyst-stage time-lapse variables using a hierarchical and a data mining-based statistical model

(2018) Daniel Bodri et al.   Reproductive Biology

Type of chromosome abnormality affects embryo morphology dynamics

(2017) Maria Del Carmen Nogales et al.   FERTILITY AND STERILITY

Time-lapse morphokinetic assessment has low to moderate ability to predict euploidy when patient– and ovarian stimulation–related factors are taken into account with the use of clustered data analysis

(2017) Sezcan Mumusoglu et al.   FERTILITY AND STERILITY

Examining the efficacy of six published time-lapse imaging embryo selection algorithms to predict implantation to demonstrate the need for the development of specific, in-house morphokinetic selection algorithms

(2017) Amy Barrie et al.   FERTILITY AND STERILITY

Morphokinetic parameters from a time-lapse monitoring system cannot accurately predict the ploidy of embryos

(2017) Jingye Zhang et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

No evidence of association between blastocyst aneuploidy and morphokinetic assessment in a selected population of poor-prognosis patients: a longitudinal cohort study

(2015) L. Rienzi et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Proposed guidelines on the nomenclature and annotation of dynamic human embryo monitoring by a time-lapse user group

(2014) H. Nadir Ciray et al.   HUMAN REPRODUCTION

Correlation between standard blastocyst morphology, euploidy and implantation: an observational study in two centers involving 956 screened blastocysts

(2014) Antonio Capalbo et al.   HUMAN REPRODUCTION

Predictive Modeling of Implantation Outcome in an In Vitro Fertilization Setting

(2014) Asli Uyar et al.   MEDICAL DECISION MAKING

History of endometriosis may adversely affect the outcome in menopausal recipients of sibling oocytes

(2012) Yannis Prapas et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW