Genetics

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

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Showing 4810-4830 of 11,117 articles
Using chatbots to screen for heritable cancer syndromes in patients undergoing routine colonoscopy.

BACKGROUND: Hereditary colorectal cancer (HCRC) syndromes account for 10% of colorectal cancers but ...

Nov 2020 33168571
Evolution-Communication Spiking Neural P Systems.

Spiking neural P systems (SNP systems) are a class of distributed and parallel computation models, w...

Nov 2020 33161789
Deep learning approach for predicting functional Z-DNA regions using omics data.

Computational methods to predict Z-DNA regions are in high demand to understand the functional role ...

Nov 2020 33154517
A DNA-Based Intelligent Expert System for Personalised Skin-Health Recommendations.

Intensive attention on personalised skin-health solutions is on account of incomparable love of skin...

Nov 2020 32149660
A data-driven dimensionality-reduction algorithm for the exploration of patterns in biomedical data.

Dimensionality reduction is widely used in the visualization, compression, exploration and classific...

Nov 2020 33139824
Single-Cell Techniques and Deep Learning in Predicting Drug Response.

Rapidly developing single-cell sequencing analyses produce more comprehensive profiles of the genomi...

Nov 2020 33153777
Transfer learning enables prediction of CYP2D6 haplotype function.

Cytochrome P450 2D6 (CYP2D6) is a highly polymorphic gene whose protein product metabolizes more tha...

Nov 2020 33137098
The proliferative history shapes the DNA methylome of B-cell tumors and predicts clinical outcome.

We report a systematic analysis of the DNA methylation variability in 1,595 samples of normal cell s...

Nov 2020 34079956
m5CPred-SVM: a novel method for predicting m5C sites of RNA.

BACKGROUND: As one of the most common post-transcriptional modifications (PTCM) in RNA, 5-cytosine-m...

Oct 2020 33126851
Network-based machine learning in colorectal and bladder organoid models predicts anti-cancer drug efficacy in patients.

Cancer patient classification using predictive biomarkers for anti-cancer drug responses is essentia...

Oct 2020 33127883
Scalable classification of organisms into a taxonomy using hierarchical supervised learners.

Accurately identifying organisms based on their partially available genetic material is an important...

Oct 2020 33125294
Correlations Between Phenotypes and Biological Process Ontologies in Monogenic Human Diseases.

A substantial body of research is focused to improve the understanding of the relationship between g...

Oct 2020 33113078
Automatic Gene Function Prediction in the 2020's.

The current rate at which new DNA and protein sequences are being generated is too fast to experimen...

Oct 2020 33120976
Discrimination of alcohol dependence based on the convolutional neural network.

In this paper, a total of 20 sites of single nucleotide polymorphisms (SNPs) on the serotonin 3 rece...

Oct 2020 33108388
Prediction of rifampicin resistance beyond the RRDR using structure-based machine learning approaches.

Rifampicin resistance is a major therapeutic challenge, particularly in tuberculosis, leprosy, P. ae...

Oct 2020 33093532
A Comprehensive Analysis of MicroRNAs in Human Osteoporosis.

MicroRNAs (miRNAs) are single-stranded RNA molecules that control gene expression in various process...

Oct 2020 33193074
Unlocking the efficiency of genomics laboratories with robotic liquid-handling.

In research and clinical genomics laboratories today, sample preparation is the bottleneck of experi...

Oct 2020 33081689
The implementation of a rapid sample preparation method for the detection of SARS-CoV-2 in a diagnostic laboratory in South Africa.

The SARS-CoV-2 pandemic has resulted in shortages of both critical reagents for nucleic acid purific...

Oct 2020 33079951
Codon optimization with deep learning to enhance protein expression.

Heterologous expression is the main approach for recombinant protein production ingenetic synthesis,...

Oct 2020 33077783
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