Genetics

Genetics

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

11,255 articles

Subcategories: Genetics

Showing 8632-8652 of 11,255 articles

Inferring Historical Introgression with Deep Learning.

Resolving phylogenetic relationships among taxa remains a challenge in the era of big data due to th...

Nov 2023 37257491

ORI-Explorer: a unified cell-specific tool for origin of replication sites prediction by feature fusion.

MOTIVATION: The origins of replication sites (ORIs) are precise regions inside the DNA sequence wher...

Nov 2023 37929975

SSLpheno: a self-supervised learning approach for gene-phenotype association prediction using protein-protein interactions and gene ontology data.

MOTIVATION: Medical genomics faces significant challenges in interpreting disease phenotype and gene...

Nov 2023 37941450

ReGeNNe: genetic pathway-based deep neural network using canonical correlation regularizer for disease prediction.

MOTIVATION: Common human diseases result from the interplay of genes and their biologically associat...

Nov 2023 37963055

Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.

SUMMARY: Federated learning enables collaboration in medicine, where data is scattered across multip...

Nov 2023 37988152

Inference of Coalescence Times and Variant Ages Using Convolutional Neural Networks.

Accurate inference of the time to the most recent common ancestor (TMRCA) between pairs of individua...

Oct 2023 37738175

DeepCCI: a deep learning framework for identifying cell-cell interactions from single-cell RNA sequencing data.

MOTIVATION: Cell-cell interactions (CCIs) play critical roles in many biological processes such as c...

Oct 2023 37740953

Facilitating the Molecular Diagnosis of Rare Genetic Disorders Through Facial Phenotypic Scores.

With recent advances in computer vision, many applications based on artificial intelligence have bee...

Oct 2023 37812136

[Comparative analysis of two assaysin detection of sperm DNA fragmentation index, flow cytometry and AI-based fluorescence microscopy, based on AO staining: A multicentre study].

OBJECTIVE: To study the correlation, consistency, and variations between two assays of DNA fragmenta...

Oct 2023 38639663

GOWDL: gene ontology-driven wide and deep learning model for cell typing of scRNA-seq data.

Single-cell RNA-sequencing (scRNA-seq) allows for obtaining genomic and transcriptomic profiles of i...

Sep 2023 37756593

Benchmarking deep learning methods for predicting CRISPR/Cas9 sgRNA on- and off-target activities.

In silico design of single guide RNA (sgRNA) plays a critical role in clustered regularly interspace...

Sep 2023 37775147

Accurately identifying nucleic-acid-binding sites through geometric graph learning on language model predicted structures.

The interactions between nucleic acids and proteins are important in diverse biological processes. T...

Sep 2023 37824738

Application of deep learning in cancer epigenetics through DNA methylation analysis.

DNA methylation is a fundamental epigenetic modification involved in various biological processes an...

Sep 2023 37985455

scDeepInsight: a supervised cell-type identification method for scRNA-seq data with deep learning.

Annotation of cell-types is a critical step in the analysis of single-cell RNA sequencing (scRNA-seq...

Sep 2023 37523217

DeepICSH: a complex deep learning framework for identifying cell-specific silencers and their strength from the human genome.

Silencers are noncoding DNA sequence fragments located on the genome that suppress gene expression. ...

Sep 2023 37643374

Chatbot Artificial Intelligence for Genetic Cancer Risk Assessment and Counseling: A Systematic Review and Meta-Analysis.

PURPOSE: Most individuals with a hereditary cancer syndrome are unaware of their genetic status to u...

Sep 2023 37934933

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