Genetics

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

11,138 articles
Stay Ahead - Weekly Genetics research updates
Subscribe
Browse Categories
Subcategories: Genetics
Showing 5083-5103 of 11,138 articles
Identification of a novel gene signature for the prediction of recurrence in HCC patients by machine learning of genome-wide databases.

Hepatocellular carcinoma (HCC) is a common malignant tumor in China. In the present study, we aimed ...

Mar 2020 32157118
Application of Artificial Neural Network for Prediction of Risk of Multiple Sclerosis Based on Single Nucleotide Polymorphism Genotypes.

The artificial neural network (ANN) is a sort of machine learning method which has been used in dete...

Mar 2020 32152937
Molecular and DNA Artificial Neural Networks via Fractional Coding.

This article considers implementation of artificial neural networks (ANNs) using molecular computing...

Mar 2020 32149654
Machine Learning-Guided Prediction of Antigen-Reactive In Silico Clonotypes Based on Changes in Clonal Abundance through Bio-Panning.

c-Met is a promising target in cancer therapy for its intrinsic oncogenic properties. However, there...

Mar 2020 32182714
Classification models for Invasive Ductal Carcinoma Progression, based on gene expression data-trained supervised machine learning.

Early detection of breast cancer and its correct stage determination are important for prognosis and...

Mar 2020 32139710
ProNA2020 predicts protein-DNA, protein-RNA, and protein-protein binding proteins and residues from sequence.

The intricate details of how proteins bind to proteins, DNA, and RNA are crucial for the understandi...

Mar 2020 32142788
Graph embedding and unsupervised learning predict genomic sub-compartments from HiC chromatin interaction data.

Chromatin interaction studies can reveal how the genome is organized into spatially confined sub-com...

Mar 2020 32127534
Collective effects of long-range DNA methylations predict gene expressions and estimate phenotypes in cancer.

DNA methylation of various genomic regions has been found to be associated with gene expression in d...

Mar 2020 32127627
DeepSurvNet: deep survival convolutional network for brain cancer survival rate classification based on histopathological images.

Histopathological whole slide images of haematoxylin and eosin (H&E)-stained biopsies contain valuab...

Mar 2020 32124225
Big data in IBD: big progress for clinical practice.

IBD is a complex multifactorial inflammatory disease of the gut driven by extrinsic and intrinsic fa...

Feb 2020 32111636
Machine learning methods for microbiome studies.

Researches on the microbiome have been actively conducted worldwide and the results have shown human...

Feb 2020 32108316
Machine learning on genome-wide association studies to predict the risk of radiation-associated contralateral breast cancer in the WECARE Study.

The purpose of this study was to identify germline single nucleotide polymorphisms (SNPs) that optim...

Feb 2020 32106268
Prediction of Side Effects Using Comprehensive Similarity Measures.

Identifying the potential side effects of drugs is crucial in clinical trials in the pharmaceutical ...

Feb 2020 32190647
Alendronate/Vitamin D for attenuating bone mineral density loss during antiretroviral initiation: a pilot randomized controlled trial.

Antiretroviral therapy (ART) initiation is associated with decreases in bone mineral density (BMD)....

Feb 2020 32106792
In vivo imaging of phosphocreatine with artificial neural networks.

Phosphocreatine (PCr) plays a vital role in neuron and myocyte energy homeostasis. Currently, there ...

Feb 2020 32102999
Exploring the Consistency of the Quality Scores with Machine Learning for Next-Generation Sequencing Experiments.

BACKGROUND: Next-generation sequencing enables massively parallel processing, allowing lower cost th...

Feb 2020 32219145
Convolutional Neural Networks-Based Image Analysis for the Detection and Quantification of Neutrophil Extracellular Traps.

Over a decade ago, the formation of neutrophil extracellular traps (NETs) was described as a novel m...

Feb 2020 32102320
GenEpi: gene-based epistasis discovery using machine learning.

BACKGROUND: Genome-wide association studies (GWAS) provide a powerful means to identify associations...

Feb 2020 32093643
Second-Generation Sequencing with Deep Reinforcement Learning for Lung Infection Detection.

Recently, deep reinforcement learning, associated with medical big data generated and collected from...

Feb 2020 32184978
Invited Review: DNA methylation-based classification of paediatric brain tumours.

DNA methylation-based machine learning algorithms represent powerful diagnostic tools that are curre...

Feb 2020 31955441
Radiogenomic Models Using Machine Learning Techniques to Predict EGFR Mutations in Non-Small Cell Lung Cancer.

BACKGROUND: The purpose of this study was to build radiogenomics models from texture signatures deri...

Feb 2020 32063026
Browse Categories