Genetics

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

11,104 articles
Stay Ahead - Weekly Genetics research updates
Subscribe
Browse Categories
Subcategories: Genetics
Showing 3865-3885 of 11,104 articles
Using Machine Learning for Predicting the Effect of Mutations in the Initiation Codon.

The effect of mutations has been traditionally predicted by studying what may happen due to the subs...

Nov 2022 35998169
Utilizing machine learning algorithms to predict subject genetic mutation class from in silico models of neuronal networks.

BACKGROUND: Epilepsy is the fourth-most common neurological disorder, affecting an estimated 50 mill...

Nov 2022 36352381
Systematic tissue annotations of genomics samples by modeling unstructured metadata.

There are currently >1.3 million human -omics samples that are publicly available. This valuable res...

Nov 2022 36347858
Microfluidics guided by deep learning for cancer immunotherapy screening.

Immunocyte infiltration and cytotoxicity play critical roles in both inflammation and immunotherapy....

Nov 2022 36343225
Deep learning to estimate durable clinical benefit and prognosis from patients with non-small cell lung cancer treated with PD-1/PD-L1 blockade.

Different biomarkers based on genomics variants have been used to predict the response of patients t...

Nov 2022 36420269
Comparison of artificial intelligence algorithms and their ranking for the prediction of genetic merit in sheep.

As the amount of data on farms grows, it is important to evaluate the potential of artificial intell...

Nov 2022 36333409
Revealing low-temperature plasma efficacy through a dose-rate assessment by DNA damage detection combined with machine learning models.

Low-temperature plasmas have quickly emerged as alternative and unconventional types of radiation th...

Nov 2022 36319720
An Unsupervised Deep Learning-Based Model Using Multiomics Data to Predict Prognosis of Patients with Stomach Adenocarcinoma.

METHODS: Patients (363 in total) with stomach adenocarcinoma from The Cancer Genome Atlas (TCGA) coh...

Oct 2022 36339684
Addressing Noise and Estimating Uncertainty in Biomedical Data through the Exploration of Chemical Space.

Noise is a basic ingredient in data, since observed data are always contaminated by unwanted deviati...

Oct 2022 36361765
Current understanding of biological interactions and processing of DNA origami nanostructures: Role of machine learning and implications in drug delivery.

DNA origami has emerged as an exciting avenue that provides a versatile two and three-dimensional DN...

Oct 2022 36307050
Raman spectroscopy combined with deep learning for rapid detection of melanoma at the single cell level.

Melanoma is an aggressive and metastatic skin cancer caused by genetic mutations in melanocytes, and...

Oct 2022 36323090
Deep mendelian randomization: Investigating the causal knowledge of genomic deep learning models.

Multi-task deep learning (DL) models can accurately predict diverse genomic marks from sequence, but...

Oct 2022 36265006
Nonlinear decision-making with enzymatic neural networks.

Artificial neural networks have revolutionized electronic computing. Similarly, molecular networks w...

Oct 2022 36261553
ModuleNet: Knowledge-Inherited Neural Architecture Search.

Although neural the architecture search (NAS) can bring improvement to deep models, it always neglec...

Oct 2022 34097629
A deep learning approach to real-time HIV outbreak detection using genetic data.

Pathogen genomic sequence data are increasingly made available for epidemiological monitoring. A mai...

Oct 2022 36240224
Comprehensive analysis of epigenomics and transcriptome data to identify potential target genes associated with obesity.

DNA methylation is closely related to the occurrence and development of many diseases, but its role ...

Oct 2022 36313453
Deep learning of cross-species single-cell landscapes identifies conserved regulatory programs underlying cell types.

Despite extensive efforts to generate and analyze reference genomes, genetic models to predict gene ...

Oct 2022 36229673
Deep mutational scanning and machine learning reveal structural and molecular rules governing allosteric hotspots in homologous proteins.

A fundamental question in protein science is where allosteric hotspots - residues critical for allos...

Oct 2022 36226916
Browse Categories