Genetics

Genetics

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

11,117 articles

Subcategories: Genetics

Showing 4474-4494 of 11,117 articles

Gene Mutation Classification through Text Evidence Facilitating Cancer Tumour Detection.

A cancer tumour consists of thousands of genetic mutations. Even after advancement in technology, th...

Jul 2021 34367540

A Framework for Efficient N-Way Interaction Testing in Case/Control Studies With Categorical Data.

Most common diseases are influenced by multiple gene interactions and interactions with the environ...

Jul 2021 35402966

Identification of Tissue of Origin and Guided Therapeutic Applications in Cancers of Unknown Primary Using Deep Learning and RNA Sequencing (TransCUPtomics).

Cancers of unknown primary (CUP) are metastatic cancers for which the primary tumor is not found des...

Jul 2021 34325056

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks.

With the development of deep learning, the design of an appropriate network structure becomes fundam...

Jul 2021 34304718

Deep Learning with Neuroimaging and Genomics in Alzheimer's Disease.

A growing body of evidence currently proposes that deep learning approaches can serve as an essentia...

Jul 2021 34360676

i4mC-Deep: An Intelligent Predictor of N4-Methylcytosine Sites Using a Deep Learning Approach with Chemical Properties.

DNA is subject to epigenetic modification by the molecule N4-methylcytosine (4mC). N4-methylcytosine...

Jul 2021 34440291

Learning the Fastest RNA Folding Path Based on Reinforcement Learning and Monte Carlo Tree Search.

RNA molecules participate in many important biological processes, and they need to fold into well-de...

Jul 2021 34361572

iDNA6mA-Rice-DL: A local web server for identifying DNA N6-methyladenine sites in rice genome by deep learning method.

Accurate detection of N6-methyladenine (6mA) sites by biochemical experiments will help to reveal th...

Jul 2021 34291710

Prediction model for malignant pulmonary nodules based on cfMeDIP-seq and machine learning.

Cell-free methylated DNA immunoprecipitation and high-throughput sequencing (cfMeDIP-seq) is a new b...

Jul 2021 34251068

DBP-GAPred: An intelligent method for prediction of DNA-binding proteins types by enhanced evolutionary profile features with ensemble learning.

DNA-binding proteins (DBPs) perform an influential role in diverse biological activities like DNA re...

Jul 2021 34291709

Machine learning approach for discrimination of genotypes based on bright-field cellular images.

Morphological profiling is a combination of established optical microscopes and cutting-edge machine...

Jul 2021 34290253

The impact of site-specific digital histology signatures on deep learning model accuracy and bias.

The Cancer Genome Atlas (TCGA) is one of the largest biorepositories of digital histology. Deep lear...

Jul 2021 34285218

Prioritization of disease genes from GWAS using ensemble-based positive-unlabeled learning.

A primary challenge in understanding disease biology from genome-wide association studies (GWAS) ari...

Jul 2021 34276057

Populational and individual information based PET image denoising using conditional unsupervised learning.

Our study aims to improve the signal-to-noise ratio of positron emission tomography (PET) imaging us...

Jul 2021 34198277

A deep learning model for predicting next-generation sequencing depth from DNA sequence.

Targeted high-throughput DNA sequencing is a primary approach for genomics and molecular diagnostics...

Jul 2021 34282137

Performance Comparisons of AlexNet and GoogLeNet in Cell Growth Inhibition IC50 Prediction.

Drug responses in cancer are diverse due to heterogenous genomic profiles. Drug responsiveness predi...

Jul 2021 34299341

BrcaSeg: A Deep Learning Approach for Tissue Quantification and Genomic Correlations of Histopathological Images.

Epithelial and stromal tissues are components of the tumor microenvironment and play a major role in...

Jul 2021 34280546

Analysis of DNA Sequence Classification Using CNN and Hybrid Models.

In a general computational context for biomedical data analysis, DNA sequence classification is a cr...

Jul 2021 34306171

PyPEF-An Integrated Framework for Data-Driven Protein Engineering.

Data-driven strategies are gaining increased attention in protein engineering due to recent advances...

Jul 2021 34260225

Use of Deep-Learning Genomics to Discriminate Healthy Individuals from Those with Alzheimer's Disease or Mild Cognitive Impairment.

OBJECTIVES: Alzheimer's disease (AD) is the most prevalent neurodegenerative disorder and the most c...

Jul 2021 34336000

Transcriptome profiling by combined machine learning and statistical R analysis identifies TMEM236 as a potential novel diagnostic biomarker for colorectal cancer.

Colorectal cancer (CRC) is a common cause of cancer-related deaths worldwide. The CRC mRNA gene expr...

Jul 2021 34253750

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