Genetics

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

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Showing 5020-5040 of 11,138 articles
Anatomical pathology (human structural biopathology) in the era of "Big Data", digitalization, 5G and artificial intelligence: Evolution or Revolution?

A proposal of an updated system of the Organization of Scientific Biomedical Kowledge is presented, ...

May 2020 33012492
Machine Learning and Multiparametric Brain MRI to Differentiate Hereditary Diffuse Leukodystrophy with Spheroids from Multiple Sclerosis.

BACKGROUND AND PURPOSE: Hereditary diffuse leukoencephalopathy with spheroids (HDLS) and multiple sc...

May 2020 32453488
Artificial intelligence in gastroenterology: where are we heading?

Artificial intelligence (AI) is coming to medicine in a big wave. From making diagnosis in various m...

May 2020 32458189
Predicting host taxonomic information from viral genomes: A comparison of feature representations.

The rise in metagenomics has led to an exponential growth in virus discovery. However, the majority ...

May 2020 32453718
Identifying barley pan-genome sequence anchors using genetic mapping and machine learning.

We identified 1.844 million barley pan-genome sequence anchors from 12,306 genotypes using genetic m...

May 2020 32448920
CHEER: HierarCHical taxonomic classification for viral mEtagEnomic data via deep leaRning.

The fast accumulation of viral metagenomic data has contributed significantly to new RNA virus disco...

May 2020 32454212
LPI-CNNCP: Prediction of lncRNA-protein interactions by using convolutional neural network with the copy-padding trick.

Long noncoding RNAs (lncRNAs) play critical roles in many pathological and biological processes, suc...

May 2020 32454029
Rosetta custom score functions accurately predict ΔΔG of mutations at protein-protein interfaces using machine learning.

Protein-protein interfaces play essential roles in a variety of biological processes and many therap...

May 2020 32441721
A biochemically-interpretable machine learning classifier for microbial GWAS.

Current machine learning classifiers have successfully been applied to whole-genome sequencing data ...

May 2020 32444610
Combining gene expression profiling and machine learning to diagnose B-cell non-Hodgkin lymphoma.

Non-Hodgkin B-cell lymphomas (B-NHLs) are a highly heterogeneous group of mature B-cell malignancies...

May 2020 32444689
Prediction of breast cancer proteins involved in immunotherapy, metastasis, and RNA-binding using molecular descriptors and artificial neural networks.

Breast cancer (BC) is a heterogeneous disease where genomic alterations, protein expression deregula...

May 2020 32444848
A novel graph attention adversarial network for predicting disease-related associations.

Identifying complex human diseases at molecular level is very helpful, especially in diseases diagno...

May 2020 32446956
Drug Resistance Prediction Using Deep Learning Techniques on HIV-1 Sequence Data.

The fast replication rate and lack of repair mechanisms of human immunodeficiency virus (HIV) contri...

May 2020 32438586
Jupyter notebook-based tools for building structured datasets from the Sequence Read Archive.

The Sequence Read Archive (SRA) is a large public repository that stores raw next-generation sequenc...

May 2020 32864105
Putative cell type discovery from single-cell gene expression data.

We present the Single-Cell Clustering Assessment Framework, a method for the automated identificatio...

May 2020 32424270
Single-cell transcriptome reveals the novel role of T-bet in suppressing the immature NK gene signature.

The transcriptional activation and repression during NK cell ontology are poorly understood. Here, u...

May 2020 32406817
CNN-Peaks: ChIP-Seq peak detection pipeline using convolutional neural networks that imitate human visual inspection.

ChIP-seq is one of the core experimental resources available to understand genome-wide epigenetic in...

May 2020 32404971
RadAtlas 1.0: a knowledgebase focusing on radiation-associated genes.

Ionizing radiation has very complex biological effects, such as inducing damage to DNA and proteins...

May 2020 32338561
Nonsurgical Prevention Strategies in and Mutation Carriers.

BACKGROUND: Female carriers of a or germline mutation face a high lifetime risk to develop breast ...

May 2020 34012368
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