Genetics

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

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Showing 4348-4368 of 11,117 articles
Correlation of serum microRNA-122 level with the levels of Alanine aminotransferase and HBV-DNA in Chronic HBV-infected patients.

The microRNA-122 (miR-122) is a liver-specific microRNA that can be used as a potential molecular m...

Oct 2021 35321390
Connecting MHC-I-binding motifs with HLA alleles via deep learning.

The selection of peptides presented by MHC molecules is crucial for antigen discovery. Previously, s...

Oct 2021 34663927
A GO catalogue of human DNA-binding transcription factors.

To control gene transcription, DNA-binding transcription factors recognise specific sequence motifs ...

Oct 2021 34673265
Application of Neural Network Model Based on Multispecies Evolutionary Genetic Algorithm to Planning and Design of Diverse Plant Landscape.

In order to explore the feasibility of applying neural network model to landscape planning, based on...

Oct 2021 34707654
Machine-learning algorithms predict breast cancer patient survival from UK Biobank whole-exome sequencing data.

We tested whether machine-learning algorithm could find biomarkers predicting overall survival in b...

Oct 2021 34651513
Scaling up DNA digital data storage by efficiently predicting DNA hybridisation using deep learning.

Deoxyribonucleic acid (DNA) has shown great promise in enabling computational applications, most not...

Oct 2021 34654863
Effectiveness of Create ML in microscopy image classifications: a simple and inexpensive deep learning pipeline for non-data scientists.

Observing chromosomes is a time-consuming and labor-intensive process, and chromosomes have been ana...

Oct 2021 34648121
Artificial intelligence enables comprehensive genome interpretation and nomination of candidate diagnoses for rare genetic diseases.

BACKGROUND: Clinical interpretation of genetic variants in the context of the patient's phenotype is...

Oct 2021 34645491
Using a multi-head, convolutional neural network with data augmentation to improve electropherogram classification performance.

DNA profiles are generated in forensic biology laboratories around the world. It is possible that th...

Oct 2021 34688114
The BrAID study protocol: integration of machine learning and transcriptomics for brugada syndrome recognition.

BACKGROUND: Type 1 Brugada syndrome (BrS) is a hereditary arrhythmogenic disease showing peculiar el...

Oct 2021 34645390
miRbiom: Machine-learning on Bayesian causal nets of RBP-miRNA interactions successfully predicts miRNA profiles.

Formation of mature miRNAs and their expression is a highly controlled process. It is very much depe...

Oct 2021 34637468
Genetic variant effect prediction by supervised nonnegative matrix tri-factorization.

Discriminating between deleterious and neutral mutations among numerous non-synonymous single nucleo...

Oct 2021 34164638
Improved prediction of smoking status via isoform-aware RNA-seq deep learning models.

Most predictive models based on gene expression data do not leverage information related to gene spl...

Oct 2021 34634029
Automatic Film Label Acquisition Method Based on Improved Neural Networks Optimized by Mutation Ant Colony Algorithm.

Nowadays, with the constant change of public aesthetic standards, a large number of new types and th...

Oct 2021 34671392
Artificial image objects for classification of breast cancer biomarkers with transcriptome sequencing data and convolutional neural network algorithms.

BACKGROUND: Transcriptome sequencing has been broadly available in clinical studies. However, it rem...

Oct 2021 34629099
Stem-cell based, machine learning approach for optimizing natural killer cell-based personalized immunotherapy for high-grade ovarian cancer.

Advanced high-grade serous ovarian cancer continues to be a therapeutic challenge for those affected...

Oct 2021 34582617
A Survey of Autoencoder Algorithms to Pave the Diagnosis of Rare Diseases.

Rare diseases (RDs) concern a broad range of disorders and can result from various origins. For a lo...

Oct 2021 34639231
Audience Evaluation and Analysis of Symphony Performance Effects Based on the Genetic Neural Network Algorithm for the Multilayer Perceptron (GA-MLP-NN).

Traditional symphony performances need to obtain a large amount of data in terms of effect evaluatio...

Oct 2021 34659391
Predicting TF-DNA Binding Motifs from ChIP-seq Datasets Using the Bag-Based Classifier Combined With a Multi-Fold Learning Scheme.

The rapid development of high-throughput sequencing technology provides unique opportunities for stu...

Oct 2021 32946398
Multi-Scale Capsule Network for Predicting DNA-Protein Binding Sites.

Discovering DNA-protein binding sites, also known as motif discovery, is the foundation for further ...

Oct 2021 32960766
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