Genetics

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

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Showing 4915-4935 of 11,117 articles
Calculation of immune cell proportion from batch tumor gene expression profile based on support vector regression.

In addition to tumor cells, a large number of immune cells are found in the tumor microenvironment (...

Aug 2020 32825808
Detecting Interactive Gene Groups for Single-Cell RNA-Seq Data Based on Co-Expression Network Analysis and Subgraph Learning.

High-throughput sequencing technologies have enabled the generation of single-cell RNA-seq (scRNA-se...

Aug 2020 32825786
Machine learning for RNA sequencing-based intrinsic subtyping of breast cancer.

Stratification of breast cancer (BC) into molecular subtypes by multigene expression assays is of de...

Aug 2020 32826944
GeFeS: A generalized wrapper feature selection approach for optimizing classification performance.

In this paper, we propose a generalized wrapper-based feature selection, called GeFeS, which is base...

Aug 2020 32890978
Establishment and Analysis of a Combined Diagnostic Model of Polycystic Ovary Syndrome with Random Forest and Artificial Neural Network.

Polycystic ovary syndrome (PCOS) is one of the most common metabolic and reproductive endocrinopathi...

Aug 2020 32884937
Discriminating between sleep and exercise-induced fatigue using computer vision and behavioral genetics.

Following prolonged swimming, cycle between active swimming bouts and inactive quiescent bouts. Swi...

Aug 2020 32811254
Spiking Neural P Systems with Extended Channel Rules.

This paper discusses a new variant of spiking neural P systems (in short, SNP systems), spiking neur...

Aug 2020 32808853
Learning machine approach reveals microbial signatures of diet and sex in dog.

The characterization of the microbial population of many niches of the organism, as the gastrointest...

Aug 2020 32804973
A data-driven approach to build a predictive model of cancer patients' disease outcome by utilizing co-expression networks.

BACKGROUND: Next Generation Sequencing (NGS) technologies have revolutionized genomics data research...

Aug 2020 32861050
Deep Learning Modeling of Androgen Receptor Responses to Prostate Cancer Therapies.

Gain-of-function mutations in human androgen receptor (AR) are among the major causes of drug resist...

Aug 2020 32823970
Machine Learning based histology phenotyping to investigate the epidemiologic and genetic basis of adipocyte morphology and cardiometabolic traits.

Genetic studies have recently highlighted the importance of fat distribution, as well as overall adi...

Aug 2020 32797044
A Linear Regression and Deep Learning Approach for Detecting Reliable Genetic Alterations in Cancer Using DNA Methylation and Gene Expression Data.

DNA methylation change has been useful for cancer biomarker discovery, classification, and potential...

Aug 2020 32806782
Artificial intelligence powered statistical genetics in biobanks.

Large-scale, sometimes nationwide, prospective genomic cohorts biobanking rich biological specimens ...

Aug 2020 32782383
Deep learning based genome analysis and NGS-RNA LL identification with a novel hybrid model.

The conventional image segmentation techniques have a lot of issues with highest computational cost ...

Aug 2020 32795485
A machine learning framework to trace tumor tissue-of-origin of 13 types of cancer based on DNA somatic mutation.

Carcinoma of unknown primary (CUP), defined as metastatic cancers with unknown cancer origin, occurs...

Aug 2020 32771416
Enhancing the interpretability of transcription factor binding site prediction using attention mechanism.

Transcription factors (TFs) regulate the gene expression of their target genes by binding to the reg...

Aug 2020 32770026
Design of Festival Sentiment Classifier Based on Social Network.

With the development of society, more and more attention has been paid to cultural festivals. In add...

Aug 2020 32831820
Sequencing enabling design and learning in synthetic biology.

The ability to read and quantify nucleic acids such as DNA and RNA using sequencing technologies has...

Aug 2020 32771905
Integrating multi-omics data by learning modality invariant representations for improved prediction of overall survival of cancer.

Breast and ovarian cancers are the second and the fifth leading causes of cancer death among women. ...

Aug 2020 32763377
autoBioSeqpy: A Deep Learning Tool for the Classification of Biological Sequences.

Deep learning has proven to be a powerful method with applications in various fields including image...

Aug 2020 32786512
Classifying Breast Cancer Subtypes Using Deep Neural Networks Based on Multi-Omics Data.

With the high prevalence of breast cancer, it is urgent to find out the intrinsic difference between...

Aug 2020 32759821
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