Genetics

Genetics

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

11,273 articles

Subcategories: Genetics

Showing 9283-9303 of 11,273 articles

An efficient graph kernel method for non-coding RNA functional prediction.

MOTIVATION: The importance of RNA protein-coding gene regulation is by now well appreciated. Non-cod...

Sep 2017 28475710

A deep boosting based approach for capturing the sequence binding preferences of RNA-binding proteins from high-throughput CLIP-seq data.

Characterizing the binding behaviors of RNA-binding proteins (RBPs) is important for understanding t...

Aug 2017 28575488

Swarm Intelligence-Enhanced Detection of Non-Small-Cell Lung Cancer Using Tumor-Educated Platelets.

Blood-based liquid biopsies, including tumor-educated blood platelets (TEPs), have emerged as promis...

Aug 2017 28810146

CMDR based differential evolution identifies the epistatic interaction in genome-wide association studies.

MOTIVATION: Detecting epistatic interactions in genome-wide association studies (GWAS) is a computat...

Aug 2017 28379338

Identification of human flap endonuclease 1 (FEN1) inhibitors using a machine learning based consensus virtual screening.

Human Flap endonuclease1 (FEN1) is an enzyme that is indispensable for DNA replication and repair pr...

Jul 2017 28685785

Identification of microRNA precursors using reduced and hybrid features.

MicroRNAs (also called miRNAs) are a group of short non-coding RNA molecules. They play a vital role...

Jul 2017 28686281

Denoising genome-wide histone ChIP-seq with convolutional neural networks.

MOTIVATION: Chromatin immune-precipitation sequencing (ChIP-seq) experiments are commonly used to ob...

Jul 2017 28881977

When loss-of-function is loss of function: assessing mutational signatures and impact of loss-of-function genetic variants.

MOTIVATION: Loss-of-function genetic variants are frequently associated with severe clinical phenoty...

Jul 2017 28882004

High-speed all-optical DNA local sequence alignment based on a three-dimensional artificial neural network.

This paper presents an optical processing approach for exploring a large number of genome sequences....

Jul 2017 29036127

HIPred: an integrative approach to predicting haploinsufficient genes.

MOTIVATION: A major cause of autosomal dominant disease is haploinsufficiency, whereby a single copy...

Jun 2017 28137713

nala: text mining natural language mutation mentions.

MOTIVATION: The extraction of sequence variants from the literature remains an important task. Exist...

Jun 2017 28200120

The cancer precision medicine knowledge base for structured clinical-grade mutations and interpretations.

OBJECTIVE: This paper describes the Precision Medicine Knowledge Base (PMKB; https://pmkb.weill.corn...

May 2017 27789569

RED-ML: a novel, effective RNA editing detection method based on machine learning.

With the advancement of second generation sequencing techniques, our ability to detect and quantify ...

May 2017 28328004

Semantic closure demonstrated by the evolution of a universal constructor architecture in an artificial chemistry.

We present a novel stringmol-based artificial chemistry system modelled on the universal constructor...

May 2017 28515326

Feature selection using a one dimensional naïve Bayes' classifier increases the accuracy of support vector machine classification of CDR3 repertoires.

MOTIVATION: Somatic DNA recombination, the hallmark of vertebrate adaptive immunity, has the potenti...

Apr 2017 28073756

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