Genetics

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

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Showing 3634-3654 of 11,104 articles
Prediction of stock price movement using an improved NSGA-II-RF algorithm with a three-stage feature engineering process.

Prediction of stock price has been a hot topic in artificial intelligence field. Computational intel...

Jun 2023 37379318
A one-stage deep learning based method for automatic analysis of droplet-based digital PCR images.

Droplet-based dPCR offers many advantages over chip-based dPCR, such as lower processing cost, highe...

Jun 2023 37305953
Accurate prediction of isothermal gas chromatographic Kováts retention indices.

We describe a freely available web server called Retention Index Predictor (RIpred) (https://ripred....

Jun 2023 37413909
An automated framework for evaluation of deep learning models for splice site predictions.

A novel framework for the automated evaluation of various deep learning-based splice site detectors ...

Jun 2023 37353532
A systematic review on machine learning approaches in the diagnosis and prognosis of rare genetic diseases.

BACKGROUND: The diagnosis of rare genetic diseases is often challenging due to the complexity of the...

Jun 2023 37352901
DeepASDPred: a CNN-LSTM-based deep learning method for Autism spectrum disorders risk RNA identification.

BACKGROUND: Autism spectrum disorders (ASD) are a group of neurodevelopmental disorders characterize...

Jun 2023 37349705
Diagnosis of invasive fungal infections: challenges and recent developments.

BACKGROUND: The global burden of invasive fungal infections (IFIs) has shown an upsurge in recent ye...

Jun 2023 37337179
How should the best human embryo in vitro be? Current and future challenges for embryo selection.

In-vitro fertilization (IVF) aims at overcoming the causes of infertility and lead to a healthy live...

Jun 2023 37326354
DNA protein binding recognition based on lifelong learning.

In recent years, research in the field of bioinformatics has focused on predicting the raw sequences...

Jun 2023 37459792
SENet: A deep learning framework for discriminating super- and typical enhancers by sequence information.

Super-enhancers are large domains on the genome where multiple short typical enhancers within a spec...

Jun 2023 37348298
An Attention-Aware Long Short-Term Memory-Like Spiking Neural Model for Sentiment Analysis.

LSTM-SNP model is a recently developed long short-term memory (LSTM) network, which is inspired from...

Jun 2023 37303084
Geometric graph neural networks on multi-omics data to predict cancer survival outcomes.

The advance of sequencing technologies has enabled a thorough molecular characterization of the geno...

Jun 2023 37329617
An enhanced grey wolf optimizer boosted machine learning prediction model for patient-flow prediction.

Large and medium-sized general hospitals have adopted artificial intelligence big data systems to op...

Jun 2023 37364530
Validation of a Salivary miRNA Signature of Endometriosis - Interim Data.

BACKGROUND: The discovery of a saliva-based micro–ribonucleic acid (miRNA) signature for endometrios...

Jun 2023 38320163
Plasma Exosome Analysis for Protein Mutation Identification Using a Combination of Raman Spectroscopy and Deep Learning.

Protein mutation detection using liquid biopsy can be simply performed periodically, making it easy ...

Jun 2023 37279515
A Hybrid Two-Stage Teaching-Learning-Based Optimization Algorithm for Feature Selection in Bioinformatics.

The "curse of dimensionality" brings new challenges to the feature selection (FS) problem, especiall...

Jun 2023 36251903
DeepCGP: A Deep Learning Method to Compress Genome-Wide Polymorphisms for Predicting Phenotype of Rice.

Genomic selection (GS) is expected to accelerate plant and animal breeding. During the last decade, ...

Jun 2023 37018338
Harnessing deep learning into hidden mutations of neurological disorders for therapeutic challenges.

The relevant study of transcriptome-wide variations and neurological disorders in the evolved field ...

Jun 2023 37261600
The Association Between Clozapine Plasma Concentration, CYP2D6 (*10, *2) Polymorphisms and Risk of Adverse Reactions.

BACKGROUND: The aim of this article was to study the relationships between the risk of adverse react...

Jun 2023 38765922
The Deep Learning Generative Adversarial Random Neural Network in data marketplaces: The digital creative.

Generative Adversarial Networks (GANs) have been proposed as a method to generate multiple replicas ...

May 2023 37331232
A light-operated integrated DNA walker-origami system beyond bridge burning.

Integrating rationally designed DNA molecular walkers and DNA origami platforms is a promising route...

May 2023 37038716
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