Genetics

Genetics

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

11,138 articles

Subcategories: Genetics

Showing 5188-5208 of 11,138 articles

The integrative knowledge base for miRNA-mRNA expression in colorectal cancer.

"miRNA colorectal cancer" (https://mirna-coadread.omics.si/) is a freely available web application f...

Dec 2019 31792281

TSLRF: Two-Stage Algorithm Based on Least Angle Regression and Random Forest in genome-wide association studies.

One of the most important tasks in genome-wide association analysis (GWAS) is the detection of singl...

Dec 2019 31792302

CDSeq: A novel complete deconvolution method for dissecting heterogeneous samples using gene expression data.

Quantifying cell-type proportions and their corresponding gene expression profiles in tissue samples...

Dec 2019 31790389

RNA secondary structure prediction using an ensemble of two-dimensional deep neural networks and transfer learning.

The majority of our human genome transcribes into noncoding RNAs with unknown structures and functio...

Nov 2019 31776342

Machine Learning Approaches for the Prioritization of Genomic Variants Impacting Pre-mRNA Splicing.

Defects in pre-mRNA splicing are frequently a cause of Mendelian disease. Despite the advent of next...

Nov 2019 31779139

Point-of-care cervical cancer screening using deep learning-based microholography.

Most deaths (80%) from cervical cancer occur in regions lacking adequate screening infrastructures o...

Nov 2019 31879529

DualWMDR: Detecting epistatic interaction with dual screening and multifactor dimensionality reduction.

Detecting epistatic interaction is a typical way of identifying the genetic susceptibility of comple...

Nov 2019 31705708

ImaGene: a convolutional neural network to quantify natural selection from genomic data.

BACKGROUND: The genetic bases of many complex phenotypes are still largely unknown, mostly due to th...

Nov 2019 31757205

A 21‑gene Support Vector Machine classifier and a 10‑gene risk score system constructed for patients with gastric cancer.

Gastric cancer (GC) ranks fifth in terms of incidence and third in terms of tumor mortality worldwid...

Nov 2019 31939629

Unsupervised feature selection algorithm for multiclass cancer classification of gene expression RNA-Seq data.

This paper presents a Grouping Genetic Algorithm (GGA) to solve a maximally diverse grouping problem...

Nov 2019 31759118

Artificial intelligence in genetic services delivery: Utopia or apocalypse?

Artificial intelligence (AI) technologies have a long history, with increasing presence and potentia...

Nov 2019 31749317

Ranking of non-coding pathogenic variants and putative essential regions of the human genome.

A gene is considered essential if loss of function results in loss of viability, fitness or in disea...

Nov 2019 31748530

The complete chloroplast genome of , an important tropical crop.

(Willd. ex Spreng.) K. Schum., an economically important tree in the family Malvaceae, is native to...

Nov 2019 33366361

Machine learning-based quantitative texture analysis of conventional MRI combined with ADC maps for assessment of IDH1 mutation in high-grade gliomas.

PURPOSE: To assess the performance of texture analysis of conventional magnetic resonance imaging (M...

Nov 2019 31741126

Characterization of the complete chloroplast genome of sunflower family species (Compositae).

is a perennial medicinal plant belong the sunflower family Compositae, which is widely distributed ...

Nov 2019 33366335

Genetic Variation in Cytochrome P450 2R1 and Vitamin D Binding Protein Genes are associated with Vitamin D Deficiency in Adolescents.

Genome Wide Association Studies (GWAS) have evaluated several genes related to vitamin D synthesis,...

Nov 2019 32517587

CPEM: Accurate cancer type classification based on somatic alterations using an ensemble of a random forest and a deep neural network.

With recent advances in DNA sequencing technologies, fast acquisition of large-scale genomic data ha...

Nov 2019 31729414

Gene expression based survival prediction for cancer patients-A topic modeling approach.

Cancer is one of the leading cause of death, worldwide. Many believe that genomic data will enable u...

Nov 2019 31730620

Extractive single document summarization using binary differential evolution: Optimization of different sentence quality measures.

With the increase in the amount of text information in different real-life applications, automatic t...

Nov 2019 31725721

An improved deep learning method for predicting DNA-binding proteins based on contextual features in amino acid sequences.

As the number of known proteins has expanded, how to accurately identify DNA binding proteins has be...

Nov 2019 31725778

A gastric cancer LncRNAs model for MSI and survival prediction based on support vector machine.

BACKGROUND: Recent studies have shown that long non-coding RNAs (lncRNAs) play a crucial role in the...

Nov 2019 31722674

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