Genetics

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

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Showing 5272-5292 of 11,138 articles
Precise Pollen Grain Detection in Bright Field Microscopy Using Deep Learning Techniques.

The determination of daily concentrations of atmospheric pollen is important in the medical and biol...

Aug 2019 31426511
Bacterial classification with convolutional neural networks based on different data reduction layers.

For high accuracy classification of DNA sequences through Convolutional Neural Networks (CNNs), it i...

Aug 2019 31418627
Identification of the expressome by machine learning on omics data.

Accurate annotation of plant genomes remains complex due to the presence of many pseudogenes arising...

Aug 2019 31420517
BindSpace decodes transcription factor binding signals by large-scale sequence embedding.

The decoding of transcription factor (TF) binding signals in genomic DNA is a fundamental problem. H...

Aug 2019 31406384
BERMUDA: a novel deep transfer learning method for single-cell RNA sequencing batch correction reveals hidden high-resolution cellular subtypes.

To fully utilize the power of single-cell RNA sequencing (scRNA-seq) technologies for identifying ce...

Aug 2019 31405383
Amperometric genosensor for culture independent bacterial count.

Bacterial plate count for general assessment of water quality requires lengthy bacterial culturing. ...

Aug 2019 32009738
Cross-registry neural domain adaptation to extract mutational test results from pathology reports.

OBJECTIVE: We study the performance of machine learning (ML) methods, including neural networks (NNs...

Aug 2019 31401235
Hierarchical Hidden Markov models enable accurate and diverse detection of antimicrobial resistance sequences.

The characterization of antimicrobial resistance genes from high-throughput sequencing data has beco...

Aug 2019 31396574
Gene Ontology and Expression Studies of Strigolactone Analogues on a Hepatocellular Carcinoma Cell Line.

Human hepatocellular carcinoma (HCC) is the most common and recurrent type of primary adult liver ca...

Aug 2019 31482051
Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality.

Analysis dictionary learning (ADL) has been successfully applied to a variety of learning systems. H...

Aug 2019 31404806
Characterizing Alzheimer's Disease With Image and Genetic Biomarkers Using Supervised Topic Models.

Neuroimaging and genetic biomarkers have been widely studied from discriminative perspectives toward...

Jul 2019 31380772
Automated lesion segmentation with BIANCA: Impact of population-level features, classification algorithm and locally adaptive thresholding.

White matter hyperintensities (WMH) or white matter lesions exhibit high variability in their charac...

Jul 2019 31376518
Single T Cell Sequencing Demonstrates the Functional Role of TCR Pairing in Cell Lineage and Antigen Specificity.

Although structural studies of individual T cell receptors (TCRs) have revealed important roles for ...

Jul 2019 31417541
Inferring Gene Regulatory Networks of Metabolic Enzymes Using Gradient Boosted Trees.

Metabolic reprogramming is a hallmark of cancer. In cancer cells, transcription factors (TFs) govern...

Jul 2019 31380773
A novel bio-heuristic computing algorithm to solve the capacitated vehicle routing problem based on Adleman-Lipton model.

DNA computing, as one of potential means to solve complicated computational problems, is a new field...

Jul 2019 31369836
A New Nonlinear Sparse Component Analysis for a Biologically Plausible Model of Neurons.

It is known that brain can create a sparse representation of the environment in both sensory and mne...

Jul 2019 31335293
A Guide for Using Deep Learning for Complex Trait Genomic Prediction.

Deep learning (DL) has emerged as a powerful tool to make accurate predictions from complex data suc...

Jul 2019 31330861
Wx: a neural network-based feature selection algorithm for transcriptomic data.

Next-generation sequencing (NGS), which allows the simultaneous sequencing of billions of DNA fragme...

Jul 2019 31324856
Opportunities and Challenges in Phenotypic Screening for Neurodegenerative Disease Research.

Toxic misfolded proteins potentially underly many neurodegenerative diseases, but individual targets...

Jul 2019 31268707
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