Genetics

Genetics

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

11,104 articles

Subcategories: Genetics

Showing 3823-3843 of 11,104 articles

Cross-species cell-type assignment from single-cell RNA-seq data by a heterogeneous graph neural network.

Cross-species comparative analyses of single-cell RNA sequencing (scRNA-seq) data allow us to explor...

Dec 2022 36526433

Accuracy and data efficiency in deep learning models of protein expression.

Synthetic biology often involves engineering microbial strains to express high-value proteins. Thank...

Dec 2022 36517468

Operon Finder: A Deep Learning-based Web Server for Accurate Prediction of Prokaryotic Operons.

Operons are groups of consecutive genes that transcribe together under the regulation of a common pr...

Dec 2022 37356898

Molecular modeling of C1-inhibitor as SARS-CoV-2 target identified from the immune signatures of multiple tissues: An integrated bioinformatics study.

The expeditious transmission of the severe acute respiratory coronavirus 2 (SARS-CoV-2), a strain of...

Dec 2022 36517964

Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review.

Single-cell RNA sequencing (scRNA-seq) has become a routinely used technique to quantify the gene ex...

Dec 2022 36528240

Predicting RNA secondary structure by a neural network: what features may be learned?

Deep learning is a class of machine learning techniques capable of creating internal representation ...

Dec 2022 36530406

Boosting tissue-specific prediction of active cis-regulatory regions through deep learning and Bayesian optimization techniques.

BACKGROUND: Cis-regulatory regions (CRRs) are non-coding regions of the DNA that fine control the sp...

Dec 2022 36510125

DeepTSS: multi-branch convolutional neural network for transcription start site identification from CAGE data.

BACKGROUND: The widespread usage of Cap Analysis of Gene Expression (CAGE) has led to numerous break...

Dec 2022 36510136

Perspectives on the future of dysmorphology.

The field of clinical genetics and genomics continues to evolve. In the past few decades, milestones...

Dec 2022 36484420

Pattern recognition of topologically associating domains using deep learning.

BACKGROUND: Recent increasing evidence indicates that three-dimensional chromosome structure plays a...

Dec 2022 36482308

Deep-Learning Algorithm and Concomitant Biomarker Identification for NSCLC Prediction Using Multi-Omics Data Integration.

Early diagnosis of lung cancer to increase the survival rate, which is currently at a low range of m...

Dec 2022 36551266

Accurate Prediction of Human Essential Proteins Using Ensemble Deep Learning.

Essential proteins are considered the foundation of life as they are indispensable for the survival ...

Dec 2022 34699365

Protein-DNA Binding Residue Prediction via Bagging Strategy and Sequence-Based Cube-Format Feature.

Protein-DNA interactions play an important role in diverse biological processes. Accurately identify...

Dec 2022 34714748

Prediction of Transcription Factor Binding Sites With an Attention Augmented Convolutional Neural Network.

Identification of transcription factor binding sites (TFBSs) is essential for revealing the rules of...

Dec 2022 34752400

Geographical classification of malaria parasites through applying machine learning to whole genome sequence data.

Malaria, caused by Plasmodium parasites, is a major global health challenge. Whole genome sequencing...

Dec 2022 36476815

Predicting N6-Methyladenosine Sites in Multiple Tissues of Mammals through Ensemble Deep Learning.

N6-methyladenosine (mA) is the most abundant within eukaryotic messenger RNA modification, which pla...

Dec 2022 36555143

A machine learning method for improving the accuracy of radiation biodosimetry by combining data from the dicentric chromosomes and micronucleus assays.

A large-scale malicious or accidental radiological event can expose vast numbers of people to ionizi...

Dec 2022 36473912

An automated, fully-integrated nucleic acid analyzer based on microfluidic liquid handling robot technique.

On-site nucleic acid testing (NAT) plays an important role for disease monitoring and pathogen diagn...

Dec 2022 36628766

Implementation of Nutrigenetics and Nutrigenomics Research and Training Activities for Developing Precision Nutrition Strategies in Malaysia.

Nutritional epidemiological studies show a triple burden of malnutrition with disparate prevalence a...

Dec 2022 36501140

3D CT-Inclusive Deep-Learning Model to Predict Mortality, ICU Admittance, and Intubation in COVID-19 Patients.

Chest CT is a useful initial exam in patients with coronavirus disease 2019 (COVID-19) for assessing...

Nov 2022 36450922

Artificial intelligence model with deep learning in nonalcoholic fatty liver disease diagnosis: genetic based artificial neural networks.

Nonalcoholic fatty liver disease (NAFLD) is one of the most common causes of chronic liver disease i...

Nov 2022 36448439

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