Genetics

Genetics

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

11,273 articles

Subcategories: Genetics

Showing 8968-8988 of 11,273 articles

Modeling multi-species RNA modification through multi-task curriculum learning.

N6-methyladenosine (m6A) is the most pervasive modification in eukaryotic mRNAs. Numerous biological...

Apr 2021 33744973

High-dimensional profiling clusters asthma severity by lymphoid and non-lymphoid status.

Clinical definitions of asthma fail to capture the heterogeneity of immune dysfunction in severe, tr...

Apr 2021 33852838

Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences.

In the field of artificial intelligence, a combination of scale in data and model capacity enabled b...

Apr 2021 33876751

Opportunities and challenges for the computational interpretation of rare variation in clinically important genes.

Genome sequencing is enabling precision medicine-tailoring treatment to the unique constellation of ...

Apr 2021 33798442

Noninvasive early diagnosis of intestinal diseases based on artificial intelligence in genomics and microbiome.

The maturing development in artificial intelligence (AI) and genomics has propelled the advances in ...

Apr 2021 33880763

Artificial intelligence and metagenomics in intestinal diseases.

Gut microbiota has been shown to associate with the development of gastrointestinal diseases. In the...

Apr 2021 33880764

Dual-responsive biohybrid neutrobots for active target delivery.

Swimming biohybrid microsized robots (e.g., bacteria- or sperm-driven microrobots) with self-propell...

Mar 2021 34043546

DeepCPP: a deep neural network based on nucleotide bias information and minimum distribution similarity feature selection for RNA coding potential prediction.

The development of deep sequencing technologies has led to the discovery of novel transcripts. Many ...

Mar 2021 32227075

Computational prediction and interpretation of both general and specific types of promoters in Escherichia coli by exploiting a stacked ensemble-learning framework.

Promoters are short consensus sequences of DNA, which are responsible for transcription activation o...

Mar 2021 32363397

A novel machine learning approach (svmSomatic) to distinguish somatic and germline mutations using next-generation sequencing data.

Somatic mutations are a large category of genetic variations, which play an essential role in tumori...

Mar 2021 33709636

Integration and transfer learning of single-cell transcriptomes via cFIT.

Large, comprehensive collections of single-cell RNA sequencing (scRNA-seq) datasets have been genera...

Mar 2021 33658382

Computational studies of anaplastic lymphoma kinase mutations reveal common mechanisms of oncogenic activation.

Kinases play important roles in diverse cellular processes, including signaling, differentiation, pr...

Mar 2021 33674381

Prediction of bio-sequence modifications and the associations with diseases.

Modifications of protein, RNA and DNA play an important role in many biological processes and are re...

Mar 2021 33313647

A machine-learning approach to map landscape connectivity in with genetic and environmental data.

Mapping landscape connectivity is important for controlling invasive species and disease vectors. Cu...

Mar 2021 33619083

Categorization of birth weight phenotypes for inclusion in genetic evaluations using a deep neural network.

Birth weight (BW) serves as a valuable indicator of the economically relevant trait of calving ease ...

Mar 2021 33599698

CRISPRidentify: identification of CRISPR arrays using machine learning approach.

CRISPR-Cas are adaptive immune systems that degrade foreign genetic elements in archaea and bacteria...

Feb 2021 33290505

Fully automated hybrid approach to predict the IDH mutation status of gliomas via deep learning and radiomics.

BACKGROUND: Glioma prognosis depends on isocitrate dehydrogenase (IDH) mutation status. We aimed to ...

Feb 2021 32706862

[Banded chromosome images recognition based on dense convolutional network with segmental recalibration].

Human chromosomes karyotyping is an important means to diagnose genetic diseases. Chromosome image t...

Feb 2021 33899436

A machine learning-based framework for modeling transcription elongation.

RNA polymerase II (Pol II) generally pauses at certain positions along gene bodies, thereby interrup...

Feb 2021 33526657

Feasibility Study on Automatic Interpretation of Radiation Dose Using Deep Learning Technique for Dicentric Chromosome Assay.

The interpretation of radiation dose is an important procedure for both radiological operators and p...

Feb 2021 33316052

Deep learning for nanopore ionic current blockades.

DNA molecules can electrophoretically be driven through a nanoscale opening in a material, giving ri...

Jan 2021 33514094

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