Genetics

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

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Establishment of a SVM classifier to predict recurrence of ovarian cancer.

Gene expression data using retrieved ovarian cancer (OC) samples were used to identify genes of inte...

Aug 2018 30106117
Weakly-Supervised Convolutional Neural Network Architecture for Predicting Protein-DNA Binding.

Although convolutional neural networks (CNN) have outperformed conventional methods in predicting th...

Aug 2018 30106688
A machine learning-based prediction model of H3K27M mutations in brainstem gliomas using conventional MRI and clinical features.

BACKGROUND: H3K27M is the most frequent mutation in brainstem gliomas (BSGs), and it has great signi...

Aug 2018 30097251
Learning for Personalized Medicine: A Comprehensive Review From a Deep Learning Perspective.

With the recent advancements in analyzing high-volume, complex, and unstructured data, modern learni...

Aug 2018 30106692
Deep learning to predict the lab-of-origin of engineered DNA.

Genetic engineering projects are rapidly growing in scale and complexity, driven by new tools to des...

Aug 2018 30087331
A heuristic method for fast and accurate phasing and imputation of single-nucleotide polymorphism data in bi-parental plant populations.

Key message New fast and accurate method for phasing and imputation of SNP chip genotypes within dip...

Aug 2018 30078163
Supervised machine learning outperforms taxonomy-based environmental DNA metabarcoding applied to biomonitoring.

Biodiversity monitoring is the standard for environmental impact assessment of anthropogenic activit...

Aug 2018 30014577
Top-Down Fabricated Silicon Nanowire Arrays for Field-Effect Detection of Prostate-Specific Antigen.

Highly sensitive electrical detection of biomarkers for the early stage screening of cancer is desir...

Aug 2018 31458975
Monitoring changes in the Gene Ontology and their impact on genomic data analysis.

BACKGROUND: The Gene Ontology (GO) is one of the most widely used resources in molecular and cellula...

Aug 2018 30107399
Improving eQTL Analysis Using a Machine Learning Approach for Data Integration: A Logistic Model Tree Solution.

Expression quantitative trait loci (eQTL) analysis is an emerging method for establishing the impact...

Jul 2018 30052049
A Rapid Bacteriophage DNA Extraction Method.

Bacteriophages (phages) are intensely investigated as non-antibiotic alternatives to circumvent anti...

Jul 2018 31164569
Machine learning-based identification of genetic interactions from heterogeneous gene expression profiles.

The identification of disease-related genes and disease mechanisms is an important research goal; ma...

Jul 2018 30048494
Automation of the Differential Digestion Process of Sexual Assault Evidence.

Sexual assault evidence samples require the use of a specific process known as a differential digest...

Jul 2018 30044890
Class Balanced Multifactor Dimensionality Reduction to Detect Gene-Gene Interactions.

Detecting gene-gene interactions in single-nucleotide polymorphism data is vital for understanding d...

Jul 2018 30040653
EL_LSTM: Prediction of DNA-Binding Residue from Protein Sequence by Combining Long Short-Term Memory and Ensemble Learning.

Most past works for DNA-binding residue prediction did not consider the relationships between residu...

Jul 2018 30040656
RNA-seq assistant: machine learning based methods to identify more transcriptional regulated genes.

BACKGROUND: Although different quality controls have been applied at different stages of the sample ...

Jul 2018 30029596
iMethyl-STTNC: Identification of N-methyladenosine sites by extending the idea of SAAC into Chou's PseAAC to formulate RNA sequences.

N- methyladenosine (mA) is a vital post-transcriptional modification, which adds another layer of ep...

Jul 2018 30031793
GOATOOLS: A Python library for Gene Ontology analyses.

The biological interpretation of gene lists with interesting shared properties, such as up- or down-...

Jul 2018 30022098
A Machine Learning Approach for Predicting HIV Reverse Transcriptase Mutation Susceptibility of Biologically Active Compounds.

HIV resistance emerging against antiretroviral drugs represents a great threat to the continued prol...

Jul 2018 29953819
Molecular Genotyping of Species Isolated from Patients in Tehran, Iran, by Repetitive Element PCR Fingerprinting.

BACKGROUND & OBJECTIVE: is an opportunistic pathogen with high pathogenic and antibiotic-resistance...

Jul 2018 30697283
Deep learning sequence-based ab initio prediction of variant effects on expression and disease risk.

Key challenges for human genetics, precision medicine and evolutionary biology include deciphering t...

Jul 2018 30013180
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