Genetics

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

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Showing 8884-8904 of 11,273 articles
Machine learning for identifying resistance features of using whole-genome sequence single nucleotide polymorphisms.

, a gram-negative bacterium, is a common pathogen causing nosocomial infection. The drug-resistance...

Nov 2021 34812714
Asymmetric Three-dimensional Convolutions For Preterm Infants' Pose Estimation.

Computer-assisted tools for preterm infants' movement monitoring in neonatal intensive care unit (NI...

Nov 2021 34891880
Multi-modal deep learning of functional and structural neuroimaging and genomic data to predict mental illness.

Neuropsychiatric disorders such as schizophrenia are very heterogeneous in nature and typically diag...

Nov 2021 34891938
Deep Phenotypic Cell Classification using Capsule Neural Network.

Recent developments in ultra-high-throughput microscopy have created a new generation of cell classi...

Nov 2021 34892115
Use of deep learning genomics to discriminate Alzheimer's disease and healthy controls.

Alzheimer's disease (AD) is the most prevalent neurodegenerative disorder and the most common form o...

Nov 2021 34892435
Exploring deep neural networks via layer-peeled model: Minority collapse in imbalanced training.

In this paper, we introduce the , a nonconvex, yet analytically tractable, optimization program, in ...

Oct 2021 34675075
New approach of prediction of recurrence in thyroid cancer patients using machine learning.

Although papillary thyroid cancers are known to have a relatively low risk of recurrence, several fa...

Oct 2021 34678881
CoCoNet: an efficient deep learning tool for viral metagenome binning.

MOTIVATION: Metagenomic approaches hold the potential to characterize microbial communities and unra...

Sep 2021 33822891
Deep and accurate detection of m6A RNA modifications using miCLIP2 and m6Aboost machine learning.

N6-methyladenosine (m6A) is the most abundant internal RNA modification in eukaryotic mRNAs and infl...

Sep 2021 34157120
Bioinformatics and machine learning methodologies to identify the effects of central nervous system disorders on glioblastoma progression.

Glioblastoma (GBM) is a common malignant brain tumor which often presents as a comorbidity with cent...

Sep 2021 33406529
Classification and gene selection of triple-negative breast cancer subtype embedding gene connectivity matrix in deep neural network.

Triple-negative breast cancer (TNBC) has been a challenging breast cancer subtype for oncological th...

Sep 2021 33415328
Computational methods for the prediction of chromatin interaction and organization using sequence and epigenomic profiles.

The exploration of three-dimensional chromatin interaction and organization provides insight into me...

Sep 2021 33454752
MSIsensor-ct: microsatellite instability detection using cfDNA sequencing data.

MOTIVATION: Microsatellite instability (MSI) is a promising biomarker for cancer prognosis and chemo...

Sep 2021 33461213
Locating transcription factor binding sites by fully convolutional neural network.

Transcription factors (TFs) play an important role in regulating gene expression, thus identificatio...

Sep 2021 33498086
jSRC: a flexible and accurate joint learning algorithm for clustering of single-cell RNA-sequencing data.

Single-cell RNA-sequencing (scRNA-seq) explores the transcriptome of genes at cell level, which shed...

Sep 2021 33535230
Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease.

Alkaptonuria (AKU, OMIM: 203500) is an autosomal recessive disorder caused by mutations in the Homog...

Sep 2021 33538294
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information.

Recently, language representation models have drawn a lot of attention in the natural language proce...

Sep 2021 33539511
Feature extraction approaches for biological sequences: a comparative study of mathematical features.

As consequence of the various genomic sequencing projects, an increasing volume of biological sequen...

Sep 2021 33585910
Evaluation of machine learning approaches for cell-type identification from single-cell transcriptomics data.

Single-cell transcriptomics technologies have vast potential in advancing our understanding of cellu...

Sep 2021 33611343
A sequence-based deep learning approach to predict CTCF-mediated chromatin loop.

Three-dimensional (3D) architecture of the chromosomes is of crucial importance for transcription re...

Sep 2021 33634313
Knowledge-based classification of fine-grained immune cell types in single-cell RNA-Seq data.

Single-cell RNA sequencing (scRNA-Seq) is an emerging strategy for characterizing immune cell popula...

Sep 2021 33681983
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