Genetics

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

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Showing 4831-4851 of 11,117 articles
Predicting antimicrobial resistance using conserved genes.

A growing number of studies are using machine learning models to accurately predict antimicrobial re...

Oct 2020 33075053
Path Planning of Mobile Robots Based on a Multi-Population Migration Genetic Algorithm.

In the field of robot path planning, aiming at the problems of the standard genetic algorithm, such ...

Oct 2020 33080811
Development of a prognostic model for mortality in COVID-19 infection using machine learning.

Coronavirus disease 2019 (COVID-19) is a novel disease resulting from infection with severe acute re...

Oct 2020 33067522
Using Deep Learning to Extrapolate Protein Expression Measurements.

Mass spectrometry (MS)-based quantitative proteomics experiments typically assay a subset of up to 6...

Oct 2020 32937025
Machine learning discriminates a movement disorder in a zebrafish model of Parkinson's disease.

Animal models of human disease provide an system that can reveal molecular mechanisms by which muta...

Oct 2020 32859696
Non-invasive decision support for NSCLC treatment using PET/CT radiomics.

Two major treatment strategies employed in non-small cell lung cancer, NSCLC, are tyrosine kinase in...

Oct 2020 33067442
Implementing logical inference based on DNA assembly.

Algorithms and information processing, fundamental to biological system, are an essential aspect of ...

Oct 2020 33068673
Identification of an epigenetic signature in human induced pluripotent stem cells using a linear machine learning model.

The use of human induced pluripotent stem cells (iPSCs), used as an alternative to human embryonic s...

Oct 2020 33047283
Deep learning in next-generation sequencing.

Next-generation sequencing (NGS) methods lie at the heart of large parts of biological and medical r...

Oct 2020 33059075
DeepC: predicting 3D genome folding using megabase-scale transfer learning.

Predicting the impact of noncoding genetic variation requires interpreting it in the context of thre...

Oct 2020 33046896
Predicting 3D genome folding from DNA sequence with Akita.

In interphase, the human genome sequence folds in three dimensions into a rich variety of locus-spec...

Oct 2020 33046897
A Deep Machine Learning Method for Concurrent and Interleaved Human Activity Recognition.

Human activity recognition has become an important research topic within the field of pervasive comp...

Oct 2020 33053720
Spage2vec: Unsupervised representation of localized spatial gene expression signatures.

Investigations of spatial cellular composition of tissue architectures revealed by multiplexed in si...

Oct 2020 32976679
Application of deep learning in genomics.

In recent years, deep learning has been widely used in diverse fields of research, such as speech re...

Oct 2020 33051704
Ensemble learning models that predict surface protein abundance from single-cell multimodal omics data.

Single-cell protein abundance is a fundamental type of information to characterize cell states. Due ...

Oct 2020 33039573
Gut microbiome-mediated epigenetic regulation of brain disorder and application of machine learning for multi-omics data analysis.

The gut-brain axis (GBA) is a biochemical link that connects the central nervous system (CNS) and en...

Oct 2020 33031715
A deep learning approach to programmable RNA switches.

Engineered RNA elements are programmable tools capable of detecting small molecules, proteins, and n...

Oct 2020 33028812
Application of BERT to Enable Gene Classification Based on Clinical Evidence.

The identification of profiled cancer-related genes plays an essential role in cancer diagnosis and ...

Oct 2020 33083472
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