Genetics

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

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Deep representation learning improves prediction of LacI-mediated transcriptional repression.

Recent progress in DNA synthesis and sequencing technology has enabled systematic studies of protein...

Jul 2021 34187888
Malware detection based on semi-supervised learning with malware visualization.

The traditional signature-based detection method requires detailed manual analysis to extract the si...

Jul 2021 34517520
Research on automatic preprocessing equipment of salivary analyte for PCR inspection of coronavirus.

Polymerase chain reaction (PCR) inspection of salivary analyte is performed by pretreatment, RNA ext...

Jul 2021 35900142
High-throughput developability assays enable library-scale identification of producible protein scaffold variants.

Proteins require high developability-quantified by expression, solubility, and stability-for robust ...

Jun 2021 34078670
Probabilistic Contextual and Structural Dependencies Learning in Grammar-Based Genetic Programming.

Genetic Programming is a method to automatically create computer programs based on the principles of...

Jun 2021 33047611
Semi-supervised random forest regression model based on co-training and grouping with information entropy for evaluation of depression symptoms severity.

Semi-supervised learning has always been a hot topic in machine learning. It uses a large number of ...

May 2021 34198455
GraphBind: protein structural context embedded rules learned by hierarchical graph neural networks for recognizing nucleic-acid-binding residues.

Knowledge of the interactions between proteins and nucleic acids is the basis of understanding vario...

May 2021 33577689
Deep4mC: systematic assessment and computational prediction for DNA N4-methylcytosine sites by deep learning.

DNA N4-methylcytosine (4mC) modification represents a novel epigenetic regulation. It involves in va...

May 2021 32578842
DeepTorrent: a deep learning-based approach for predicting DNA N4-methylcytosine sites.

DNA N4-methylcytosine (4mC) is an important epigenetic modification that plays a vital role in regul...

May 2021 32608476
DeepATT: a hybrid category attention neural network for identifying functional effects of DNA sequences.

Quantifying DNA properties is a challenging task in the broad field of human genomics. Since the vas...

May 2021 32778871
RNA-binding protein recognition based on multi-view deep feature and multi-label learning.

RNA-binding protein (RBP) is a class of proteins that bind to and accompany RNAs in regulating biolo...

May 2021 32808039
scCancer: a package for automated processing of single-cell RNA-seq data in cancer.

Molecular heterogeneities and complex microenvironments bring great challenges for cancer diagnosis ...

May 2021 34020534
Interpretation of deep learning in genomics and epigenomics.

Machine learning methods have been widely applied to big data analysis in genomics and epigenomics r...

May 2021 34020542
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning.

MOTIVATION: The genome-wide discovery of microRNAs (miRNAs) involves identifying sequences having th...

May 2021 34020552
Pathogenic potential assessment of the Shiga toxin-producing by a source attribution-considered machine learning model.

Instead of conventional serotyping and virulence gene combination methods, methods have been develop...

May 2021 33986113
Prediction of Chemosensitivity in Multiple Primary Cancer Patients Using Machine Learning.

BACKGROUND/AIM: Many cancer patients face multiple primary cancers. It is challenging to find an ant...

May 2021 33952467
[Application of the artificial intelligence-rapid whole-genome sequencing diagnostic system in the neonatal/pediatric intensive care unit].

Pediatric patients in the neonatal intensive care unit (NICU) and the pediatric intensive care unit ...

May 2021 34020729
Dual high-stroke and high-work capacity artificial muscles inspired by DNA supercoiling.

Powering miniature robots using actuating materials that mimic skeletal muscle is attractive because...

Apr 2021 34043569
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