Genetics

Genetics

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

11,117 articles

Subcategories: Genetics

Showing 4201-4221 of 11,117 articles

Genetic data sharing and artificial intelligence in the era of personalized medicine based on a cross-sectional analysis of the Saudi human genome program.

The success of the Saudi Human Genome Program (SHGP), one of the top ten genomic programs worldwide,...

Jan 2022 35082362

Marker effects and heritability estimates using additive-dominance genomic architectures via artificial neural networks in Coffea canephora.

Many methodologies are used to predict the genetic merit in animals and plants, but some of them req...

Jan 2022 35081139

The application of a deep learning system developed to reduce the time for RT-PCR in COVID-19 detection.

Reducing the time to diagnose COVID-19 helps to manage insufficient isolation-bed resources and adeq...

Jan 2022 35075153

Evaluation of deep convolutional neural networks for in situ hybridization gene expression image representation.

High resolution in situ hybridization (ISH) images of the brain capture spatial gene expression at c...

Jan 2022 35073334

DNA Methylation Biomarkers-Based Human Age Prediction Using Machine Learning.

PURPOSE: Age can be an important clue in uncovering the identity of persons that left biological evi...

Jan 2022 35111213

Genetic prediction of ICU hospitalization and mortality in COVID-19 patients using artificial neural networks.

There is an unmet need of models for early prediction of morbidity and mortality of Coronavirus dise...

Jan 2022 35064759

Sub-micro scale cell segmentation using deep learning.

Automated cell segmentation is key for rapid and accurate investigation of cell responses. As instru...

Jan 2022 35000269

Machine learning classification of trajectories from molecular dynamics simulations of chromosome segregation.

In contrast to the well characterized mitotic machinery in eukaryotes it seems as if there is no uni...

Jan 2022 35061790

Memristive Behaviors Dominated by Reversible Nucleation Dynamics of Phase-Change Nanoclusters.

One of the important steps for realizing artificial intelligence is identifying elementary units tha...

Jan 2022 35048484

PhenoApt leverages clinical expertise to prioritize candidate genes via machine learning.

In recent years, exome sequencing (ES) has shown great utility in the diagnoses of Mendelian disorde...

Jan 2022 35063063

CRBPDL: Identification of circRNA-RBP interaction sites using an ensemble neural network approach.

Circular RNAs (circRNAs) are non-coding RNAs with a special circular structure produced formed by th...

Jan 2022 35051187

A Hybrid CNN-GLCM Classifier For Detection And Grade Classification Of Brain Tumor.

A supervised CNN Deep net classifier is proposed for the detection, classification and diagnosis of ...

Jan 2022 35048264

A deep learning model for early risk prediction of heart failure with preserved ejection fraction by DNA methylation profiles combined with clinical features.

BACKGROUND: Heart failure with preserved ejection fraction (HFpEF), affected collectively by genetic...

Jan 2022 35045866

Domain-adaptive neural networks improve cross-species prediction of transcription factor binding.

The intrinsic DNA sequence preferences and cell type-specific cooperative partners of transcription ...

Jan 2022 35042722

A neural network-based method for exhaustive cell label assignment using single cell RNA-seq data.

The fast-advancing single cell RNA sequencing (scRNA-seq) technology enables researchers to study th...

Jan 2022 35042860

Application of DNA-Binding Protein Prediction Based on Graph Convolutional Network and Contact Map.

DNA contains the genetic information for the synthesis of proteins and RNA, and it is an indispensab...

Jan 2022 35083336

StrVCTVRE: A supervised learning method to predict the pathogenicity of human genome structural variants.

Whole-genome sequencing resolves many clinical cases where standard diagnostic methods have failed. ...

Jan 2022 35032432

[Moving towards a personalized oncology: The contribution of genomic techniques and artificial intelligence in the use of circulating tumor biomarkers].

Technological advances, in particular the development of high-throughput sequencing, have led to the...

Jan 2022 35034786

Genetic Programming for Instance Transfer Learning in Symbolic Regression.

Transfer learning has attracted more attention in the machine-learning community recently. It aims t...

Jan 2022 32092029

Application of deep learning algorithm on whole genome sequencing data uncovers structural variants associated with multiple mental disorders in African American patients.

Mental disorders present a global health concern, while the diagnosis of mental disorders can be cha...

Jan 2022 34997195

DFpin: Deep learning-based protein-binding site prediction with feature-based non-redundancy from RNA level.

The interaction between proteins and RNA is closely related to various human diseases. Computer-aide...

Jan 2022 35030497

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