Genetics

Genetics

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

11,138 articles

Subcategories: Genetics

Showing 5041-5061 of 11,138 articles

Haruspex: A Neural Network for the Automatic Identification of Oligonucleotides and Protein Secondary Structure in Cryo-Electron Microscopy Maps.

In recent years, three-dimensional density maps reconstructed from single particle images obtained b...

May 2020 32187813

Deep learning enables accurate clustering with batch effect removal in single-cell RNA-seq analysis.

Single-cell RNA sequencing (scRNA-seq) can characterize cell types and states through unsupervised c...

May 2020 32393754

Sparsity-Penalized Stacked Denoising Autoencoders for Imputing Single-Cell RNA-Seq Data.

Single-cell RNA-seq (scRNA-seq) is quite prevalent in studying transcriptomes, but it suffers from e...

May 2020 32403260

COVID-19 on Chest Radiographs: A Multireader Evaluation of an Artificial Intelligence System.

Background Chest radiography may play an important role in triage for coronavirus disease 2019 (COVI...

May 2020 32384019

Predicting cancer origins with a DNA methylation-based deep neural network model.

Cancer origin determination combined with site-specific treatment of metastatic cancer patients is c...

May 2020 32384093

Deep Dive into Machine Learning Models for Protein Engineering.

Protein redesign and engineering has become an important task in pharmaceutical research and develop...

May 2020 32250622

Analysis of Drug Effects on iPSC Cardiomyocytes with Machine Learning.

Patient-specific induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) offer an attractive...

May 2020 32367466

Machine learning-guided evolution of BMP-2 knuckle Epitope-Derived osteogenic peptides to target BMP receptor II.

Bone morphogenetic protein-2 (BMP-2) is a key regulator of bone formation, growth and regeneration, ...

May 2020 32354236

Photosynthetic protein classification using genome neighborhood-based machine learning feature.

Identification of novel photosynthetic proteins is important for understanding and improving photosy...

Apr 2020 32346070

Evaluation of off-targets predicted by sgRNA design tools.

The ease of programming CRISPR/Cas9 system for targeting a specific location within the genome has p...

Apr 2020 32353475

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution-based convolutional neural networks.

Early classification of 2019 novel coronavirus disease (COVID-19) is essential for disease cure and ...

Apr 2020 32337662

Machine learning using intrinsic genomic signatures for rapid classification of novel pathogens: COVID-19 case study.

The 2019 novel coronavirus (renamed SARS-CoV-2, and generally referred to as the COVID-19 virus) has...

Apr 2020 32330208

BioConceptVec: Creating and evaluating literature-based biomedical concept embeddings on a large scale.

A massive number of biological entities, such as genes and mutations, are mentioned in the biomedica...

Apr 2020 32324731

Age estimation using bloodstain miRNAs based on massive parallel sequencing and machine learning: A pilot study.

Age estimation is one of the most important components in the practice of forensic science, especial...

Apr 2020 32353697

gammaBOriS: Identification and Taxonomic Classification of Origins of Replication in Gammaproteobacteria using Motif-based Machine Learning.

The biology of bacterial cells is, in general, based on information encoded on circular chromosomes....

Apr 2020 32317695

Combination Strategies for Immune-Checkpoint Blockade and Response Prediction by Artificial Intelligence.

The therapeutic concept of unleashing a pre-existing immune response against the tumor by the applic...

Apr 2020 32325898

Dendrite P systems.

It was recently found that dendrites are not just a passive channel. They can perform mixed computat...

Apr 2020 32339806

Fold-Change-Specific Enrichment Analysis (FSEA): Quantification of Transcriptional Response Magnitude for Functional Gene Groups.

Gene expression profiling data contains more information than is routinely extracted with standard a...

Apr 2020 32316383

PredDBP-Stack: Prediction of DNA-Binding Proteins from HMM Profiles using a Stacked Ensemble Method.

DNA-binding proteins (DBPs) play vital roles in all aspects of genetic activities. However, the iden...

Apr 2020 32352006

A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data.

Cancer classification is a topic of major interest in medicine since it allows accurate and efficien...

Apr 2020 33816921

Random forest machine learning algorithm predicts virologic outcomes among HIV infected adults in Lausanne, Switzerland using electronically monitored combined antiretroviral treatment adherence.

Machine Learning (ML) can improve the analysis of complex and interrelated factors that place adhere...

Apr 2020 32266825

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