Using Deep Learning in a Monocentric Study to Characterize Maternal Immune Environment for Predicting Pregnancy Outcomes in the Recurrent Reproductive Failure Patients

Machine Learning (ML) based-method applied in recurrent pregnancy loss (RPL) patients diagnostic work-up: a potential innovation in common clinical practice

(2020) V. Bruno et al.   Scientific Reports

Machine learning vs. classic statistics for the prediction of IVF outcomes

(2020) Zohar Barnett-Itzhaki et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

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

(2019) Celine Blank et al.   FERTILITY AND STERILITY

Artificial intelligence and machine learning for human reproduction and embryology presented at ASRM and ESHRE 2018

(2019) Carol Lynn Curchoe et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

Big data and machine learning algorithms for health-care delivery

(2019) Kee Yuan Ngiam et al.   LANCET ONCOLOGY

An artificial neural network for the prediction of assisted reproduction outcome

(2019) Paraskevi Vogiatzi et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

Personalized prediction of live birth prior to the first in vitro fertilization treatment: a machine learning method

(2019) Jiahui Qiu et al.   Journal of Translational Medicine

Next-Generation Machine Learning for Biological Networks

(2018) Diogo M. Camacho et al.   CELL

Prediction of Shigellosis outcomes in Israel using machine learning classifiers

(2018) G. Adamker et al.   EPIDEMIOLOGY AND INFECTION

Time-lapse algorithms and morphological selection of day-5 embryos for transfer: a preclinical validation study

(2018) Ashleigh Storr et al.   FERTILITY AND STERILITY

A Neural Network-Based Identification of Developmentally Competent or Incompetent Mouse Fully-Grown Oocytes

(2018) Federica Cavalera et al.   Jove-Journal of Visualized Experiments

Are computational applications the “crystal ball” in the IVF laboratory? The evolution from mathematics to artificial intelligence

(2018) Mara Simopoulou et al.   JOURNAL OF ASSISTED REPRODUCTION AND GENETICS

A machine learning approach for prediction of pregnancy outcome following IVF treatment

(2018) Md Rafiul Hassan et al.   NEURAL COMPUTING & APPLICATIONS

Which factors are most predictive for live birth after in vitro fertilization and intracytoplasmic sperm injection (IVF/ICSI) treatments? Analysis of 100 prospectively recorded variables in 8,400 IVF/ICSI single-embryo transfers

(2017) Katarina Kebbon Vaegter et al.   FERTILITY AND STERILITY

The role of decidual immune cells on human pregnancy

(2017) Su Liu et al.   JOURNAL OF REPRODUCTIVE IMMUNOLOGY

Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images

(2017) Guannan Li et al.   MEDICAL IMAGE ANALYSIS

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

(2016) Ziad Obermeyer et al.   NEW ENGLAND JOURNAL OF MEDICINE

Machine Learning in Medicine

(2015) R. C. Deo   CIRCULATION

Predicting the chance of live birth for women undergoing IVF: a novel pretreatment counselling tool

(2015) R.K. Dhillon et al.   HUMAN REPRODUCTION

Estimating the chance of success in IVF treatment using a ranking algorithm

(2015) H. Altay Güvenir et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Immune mechanisms at the maternal-fetal interface: perspectives and challenges

(2015) Mercy PrabhuDas et al.   NATURE IMMUNOLOGY

Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation

(2015) Snehashis Roy et al.   IEEE Journal of Biomedical and Health Informatics

Experience in IVIg Therapy for Selected Women with Recurrent Reproductive Failure and NK Cell Expansion

(2014) Rocio Ramos-Medina et al.   AMERICAN JOURNAL OF REPRODUCTIVE IMMUNOLOGY

Sparse representation approaches for the classification of high-dimensional biological data

(2013) Yifeng Li et al.   BMC Systems Biology

Implantation in assisted reproduction: a look at endometrial receptivity

(2013) H.M. Fatemi et al.   REPRODUCTIVE BIOMEDICINE ONLINE

Evaluation and treatment of recurrent pregnancy loss: a committee opinion

(2012)   FERTILITY AND STERILITY

Sparse Representation for Classification of Tumors Using Gene Expression Data

(2009) Xiyi Hang et al.   JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY

Bidirectional effects on autoimmunity and reproduction

(2008) R. Cervera et al.   HUMAN REPRODUCTION UPDATE