Genetics

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

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Showing 4075-4095 of 11,104 articles
Deep learning of a bacterial and archaeal universal language of life enables transfer learning and illuminates microbial dark matter.

The majority of microbial genomes have yet to be cultured, and most proteins identified in microbial...

May 2022 35545619
Compare the performance of multiple binary classification models in microbial high-throughput sequencing datasets.

The development of machine learning and deep learning provided solutions for predicting microbiota r...

May 2022 35537509
Deepm5C: A deep-learning-based hybrid framework for identifying human RNA N5-methylcytosine sites using a stacking strategy.

As one of the most prevalent post-transcriptional epigenetic modifications, N5-methylcytosine (m5C) ...

May 2022 35526094
CancerVar: An artificial intelligence-empowered platform for clinical interpretation of somatic mutations in cancer.

Several knowledgebases are manually curated to support clinical interpretations of thousands of hots...

May 2022 35544644
iProm-Zea: A two-layer model to identify plant promoters and their types using convolutional neural network.

A promoter is a short DNA sequence near the start codon, responsible for initiating the transcriptio...

May 2022 35533969
A deep learning framework for enhancer prediction using word embedding and sequence generation.

Enhancers are non-coding DAN fragments that play key roles in gene regulations and can promote the t...

May 2022 35605495
A nonlinear neural network based on an analog DNA toehold mediated strand displacement reaction circuit.

The DNA toehold mediated strand displacement reaction is one of the semi-synthetic biology technolog...

May 2022 35421885
An improved genetic algorithm and its application in neural network adversarial attack.

The choice of crossover and mutation strategies plays a crucial role in the searchability, convergen...

May 2022 35511778
Evolving neural networks through bio-inspired parent selection in dynamic environments.

Environmental variability often degrades the performance of algorithms designed to capture the globa...

May 2022 35525435
Molecular Visualization of Early-Stage Acute Kidney Injury with a DNA Framework Nanodevice.

DNA nanomachines with artificial intelligence have attracted great interest, which may open a new er...

May 2022 35508712
Benchmarking weakly-supervised deep learning pipelines for whole slide classification in computational pathology.

Artificial intelligence (AI) can extract visual information from histopathological slides and yield ...

May 2022 35588568
Deep-Learning-Assisted Stratification of Amyloid Beta Mutants Using Drying Droplet Patterns.

The development of simple and accurate methods to predict mutations in proteins remains an unsolved ...

May 2022 35405768
DeepTESR: A Deep Learning Framework to Predict the Degree of Translational Elongation Short Ramp for Gene Expression Control.

Controlling translational elongation is essential for efficient protein synthesis. Ribosome profilin...

May 2022 35502843
Challenges for machine learning in RNA-protein interaction prediction.

RNA-protein interactions have long being recognised as crucial regulators of gene expression. Recent...

May 2022 35073469
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation.

Due to the lack of properly annotated medical data, exploring the generalization capability of the d...

May 2022 34843432
Reliable CA-(Q)SAR generation based on entropy weight optimized by grid search and correction factors.

Chromosome aberration (CA) is a serious genotoxicity of a compound, leading to carcinogenicity and d...

Apr 2022 35533460
An integrated network representation of multiple cancer-specific data for graph-based machine learning.

Genomic profiles of cancer cells provide valuable information on genetic alterations in cancer. Seve...

Apr 2022 35487924
Classification of non-coding variants with high pathogenic impact.

Whole genome sequencing is increasingly used to diagnose medical conditions of genetic origin. While...

Apr 2022 35486646
Spatial analysis of tumor-infiltrating lymphocytes in histological sections using deep learning techniques predicts survival in colorectal carcinoma.

This study aimed to explore the prognostic impact of spatial distribution of tumor-infiltrating lymp...

Apr 2022 35484698
Building a model for predicting metabolic syndrome using artificial intelligence based on an investigation of whole-genome sequencing.

BACKGROUND: The circadian system is responsible for regulating various physiological activities and ...

Apr 2022 35484552
High-Speed Ultraviolet Photoacoustic Microscopy for Histological Imaging with Virtual-Staining assisted by Deep Learning.

Surgical margin analysis (SMA), an essential procedure to confirm the complete excision of cancerous...

Apr 2022 35575523
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