Genetics

Latest AI and machine learning research in genetics for healthcare professionals.

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Showing 5062-5082 of 11,138 articles
Predicting the short-term success of human influenza virus variants with machine learning.

Seasonal influenza viruses are constantly changing and produce a different set of circulating strain...

Apr 2020 32259469
Biohorology and biomarkers of aging: Current state-of-the-art, challenges and opportunities.

The aging process results in multiple traceable footprints, which can be quantified and used to esti...

Apr 2020 32272169
The International Conference on Intelligent Biology and Medicine 2019 (ICIBM 2019): computational methods and applications in medical genomics.

In this editorial, we briefly summarized the International Conference on Intelligent Biology and Med...

Apr 2020 32241271
Machine learning and clinical epigenetics: a review of challenges for diagnosis and classification.

BACKGROUND: Machine learning is a sub-field of artificial intelligence, which utilises large data se...

Apr 2020 32245523
A fast conformal predictive system with regularized extreme learning machine.

A conformal predictive system(CPS) is based on the learning framework of conformal prediction, which...

Apr 2020 32289654
Meta-Analysis Based on Nonconvex Regularization.

The widespread applications of high-throughput sequencing technology have produced a large number of...

Apr 2020 32238826
Where medical education meets artificial intelligence: 'Does technology care?'.

'COLD' TECHNOLOGIES AND 'WARM' HANDS-ON MEDICINE NEED TO WALK HAND-IN-HAND: Technologies, such as de...

Mar 2020 32078175
Estimating gene expression from DNA methylation and copy number variation: A deep learning regression model for multi-omics integration.

Gene expression analysis plays a significant role for providing molecular insights in cancer. Variou...

Mar 2020 32234433
Brain MRI analysis using a deep learning based evolutionary approach.

Convolutional neural network (CNN) models have recently demonstrated impressive performance in medic...

Mar 2020 32259762
HMMPred: Accurate Prediction of DNA-Binding Proteins Based on HMM Profiles and XGBoost Feature Selection.

Prediction of DNA-binding proteins (DBPs) has become a popular research topic in protein science due...

Mar 2020 32300371
DDBJ Data Analysis Challenge: a machine learning competition to predict Arabidopsis chromatin feature annotations from DNA sequences.

Recently, the prospect of applying machine learning tools for automating the process of annotation a...

Mar 2020 32213716
DeepMILO: a deep learning approach to predict the impact of non-coding sequence variants on 3D chromatin structure.

Non-coding variants have been shown to be related to disease by alteration of 3D genome structures. ...

Mar 2020 32216817
Artificial Intelligence and Machine learning based prediction of resistant and susceptible mutations in Mycobacterium tuberculosis.

Tuberculosis (TB), an infectious disease caused by Mycobacterium tuberculosis (M.tb), causes highest...

Mar 2020 32218465
Transfer learning with convolutional neural networks for cancer survival prediction using gene-expression data.

Precision medicine in oncology aims at obtaining data from heterogeneous sources to have a precise e...

Mar 2020 32214348
An Intelligent Optimization Algorithm for Constructing a DNA Storage Code: NOL-HHO.

The high density, large capacity, and long-term stability of DNA molecules make them an emerging sto...

Mar 2020 32235762
Diagnostic accuracy and potential covariates for machine learning to identify IDH mutations in glioma patients: evidence from a meta-analysis.

OBJECTIVES: To assess the diagnostic accuracy of machine learning (ML) in predicting isocitrate dehy...

Mar 2020 32193643
Machine Learning Techniques for Classifying the Mutagenic Origins of Point Mutations.

There is increasing interest in developing diagnostics that discriminate individual mutagenic mechan...

Mar 2020 32193188
MethylNet: an automated and modular deep learning approach for DNA methylation analysis.

BACKGROUND: DNA methylation (DNAm) is an epigenetic regulator of gene expression programs that can b...

Mar 2020 32183722
Nonlinear Spiking Neural P Systems.

This paper proposes a new variant of spiking neural P systems (in short, SNP systems), nonlinear spi...

Mar 2020 32169006
Mb-level CpG and TFBS islands visualized by AI and their roles in the nuclear organization of the human genome.

Unsupervised machine learning that can discover novel knowledge from big sequence data without prior...

Mar 2020 32161227
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