Genetics

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

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Showing 9094-9114 of 11,273 articles
Using Machine Learning to Identify True Somatic Variants from Next-Generation Sequencing.

BACKGROUND: Molecular profiling has become essential for tumor risk stratification and treatment sel...

Jan 2020 31672855
Convolutional Neural Network Visualization for Identification of Risk Genes in Bipolar Disorder.

BACKGROUND: Bipolar disorder (BD) is a type of chronic emotional disorder with a complex genetic str...

Jan 2020 31782363
PAGE-Net: Interpretable and Integrative Deep Learning for Survival Analysis Using Histopathological Images and Genomic Data.

The integration of multi-modal data, such as histopathological images and genomic data, is essential...

Jan 2020 31797610
Statistical and Machine Learning Methods for eQTL Analysis.

An immense amount of observable diversity exists for all traits and across global populations. In th...

Jan 2020 31849010
Ensemble-Based Somatic Mutation Calling in Cancer Genomes.

Identification of somatic mutations in tumor tissue is challenged by both technical artifacts, diver...

Jan 2020 32124310
SomaticSeq: An Ensemble and Machine Learning Method to Detect Somatic Mutations.

A standard strategy to discover somatic mutations in a cancer genome is to use next-generation seque...

Jan 2020 32124311
Antioxidant Proteins' Identification Based on Support Vector Machine.

BACKGROUND: Evidence have increasingly indicated that for human disease, cell metabolism are deeply ...

Jan 2020 32141416
Identification of 2'-O-methylation Site by Investigating Multi-feature Extracting Techniques.

BACKGROUND: RNA methylation is a reversible post-transcriptional modification involving numerous bio...

Jan 2020 32334499
Gene Ontology Curation of Neuroinflammation Biology Improves the Interpretation of Alzheimer's Disease Gene Expression Data.

BACKGROUND: Gene Ontology (GO) is a major bioinformatic resource used for analysis of large biomedic...

Jan 2020 32417785
[Artificial intelligence-guided precision medicine in hematological disorders].

Precision medicine in oncology uses genomic data to provide the right intervention in the right pati...

Jan 2020 32507824
CHDGKB: a knowledgebase for systematic understanding of genetic variations associated with non-syndromic congenital heart disease.

Congenital heart disease (CHD) is one of the most common birth defects, with complex genetic and env...

Jan 2020 32608479
The Genome3D Consortium for Structural Annotations of Selected Model Organisms.

Genome3D consortium is a collaborative project involving protein structure prediction and annotation...

Jan 2020 32621218
VacPred: Sequence-based prediction of plant vacuole proteins using machine-learning techniques.

Subcellular localization prediction of the proteome is one of major goals of large-scale genome or p...

Jan 2020 32975233
Revisiting CRISPR/Cas-mediated crop improvement: Special focus on nutrition.

Genome editing (GE) technology has emerged as a multifaceted strategy that instantaneously popularis...

Jan 2020 33361628
Mediated Synthesis of Silver Nanoparticles and Its Evaluation of Antineoplastic Activity to Combat Colorectal Cancer Cell Line.

Several formulations of herbal plants have been extensively applied to treat diseases. ( is an Iran...

Jan 2020 33841533
Deep learning of the back-splicing code for circular RNA formation.

MOTIVATION: Circular RNAs (circRNAs) are a new class of endogenous RNAs in animals and plants. Durin...

Dec 2019 31077303
Machine learning approach to identify a resting-state functional connectivity pattern serving as an endophenotype of autism spectrum disorder.

Endophenotype refers to a measurable and heritable component between genetics and diagnosis, and the...

Dec 2019 30280304
iRNAD: a computational tool for identifying D modification sites in RNA sequence.

MOTIVATION: Dihydrouridine (D) is a common RNA post-transcriptional modification found in eukaryotes...

Dec 2019 31077296
Biogenesis mechanisms of circular RNA can be categorized through feature extraction of a machine learning model.

MOTIVATION: In recent years, multiple circular RNAs (circRNA) biogenesis mechanisms have been discov...

Dec 2019 31529043
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