Genetics

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

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Standardizing Automated DNA Assembly: Best Practices, Metrics, and Protocols Using Robots.

The advancement of synthetic biology requires the ability to create new DNA sequences to produce uni...

Feb 2019 30768372
ClinTAD: a tool for copy number variant interpretation in the context of topologically associated domains.

Standard clinical interpretation of DNA copy number variants (CNVs) identified by cytogenomic microa...

Feb 2019 30765865
Automation of the standard DNA differential extraction on the Hamilton AutoLys STAR system: A proof-of-concept study.

For several decades, a common approach for processing sexual assault evidence has been to use the "s...

Feb 2019 30785062
Statistical outbreak detection by joining medical records and pathogen similarity.

We present a statistical inference model for the detection and characterization of outbreaks of hosp...

Feb 2019 30771483
NCBoost classifies pathogenic non-coding variants in Mendelian diseases through supervised learning on purifying selection signals in humans.

State-of-the-art methods assessing pathogenic non-coding variants have mostly been characterized on ...

Feb 2019 30744685
Prediction of IDH1 Mutation Status in Glioblastoma Using Machine Learning Technique Based on Quantitative Radiomic Data.

OBJECTIVE: Isocitrate dehydrogenase 1 (IDH1) mutation status is an independent favorable prognostic ...

Feb 2019 30735871
The International Conference on Intelligent Biology and Medicine (ICIBM) 2018: genomics with bigger data and wider applications.

The sixth International Conference on Intelligent Biology and Medicine (ICIBM) took place in Los Ang...

Feb 2019 30712512
Hepatitis Screening and Treatment Campaign in Malaysia-Validation of Low-cost Point of Care Screening Tests and Nucleic Acid Tests for Hepatitis B and C.

BACKGROUND: Two major challenges in implementing budget-constrained Hepatitis screening and treatmen...

Feb 2019 30828549
Using Machine Learning To Predict Antimicrobial MICs and Associated Genomic Features for Nontyphoidal .

Nontyphoidal species are the leading bacterial cause of foodborne disease in the United States. Who...

Jan 2019 30333126
Attribute selection and model evaluation for the maternal and paternal imprinted genes in bovine (Bos Taurus) using supervised machine learning algorithms.

Imprinted genes display biased expression of paternal and maternal alleles in mammals. They are mark...

Jan 2019 30697835
Preparation of albendazole-loaded liposomes by supercritical carbon dioxide processing.

Supercritical fluid (SCF) technology offers a potential green alternative to organic solvent-based m...

Jan 2019 30688100
tRNA-DL: A Deep Learning Approach to Improve tRNAscan-SE Prediction Results.

BACKGROUND: tRNAscan-SE is the leading tool for transfer RNA (tRNA) annotation, which has been widel...

Jan 2019 30685762
Xrare: a machine learning method jointly modeling phenotypes and genetic evidence for rare disease diagnosis.

PURPOSE: Despite the successful progress next-generation sequencing technologies has achieved in dia...

Jan 2019 30675030
Learning from Longitudinal Data in Electronic Health Record and Genetic Data to Improve Cardiovascular Event Prediction.

Current approaches to predicting a cardiovascular disease (CVD) event rely on conventional risk fact...

Jan 2019 30679510
A Computational Framework for Genome-wide Characterization of the Human Disease Landscape.

A key challenge for the diagnosis and treatment of complex human diseases is identifying their molec...

Jan 2019 30685436
De novo assembly of Agave sisalana transcriptome in response to drought stress provides insight into the tolerance mechanisms.

Agave, monocotyledonous succulent plants, is endemic to arid regions of North America, exhibiting ex...

Jan 2019 30674899
Genomic Selection in Aquaculture: Application, Limitations and Opportunities With Special Reference to Marine Shrimp and Pearl Oysters.

Within aquaculture industries, selection based on genomic information (genomic selection) has the pr...

Jan 2019 30728827
Translating cancer genomics into precision medicine with artificial intelligence: applications, challenges and future perspectives.

In the field of cancer genomics, the broad availability of genetic information offered by next-gener...

Jan 2019 30671672
TargetDBP: Accurate DNA-Binding Protein Prediction Via Sequence-Based Multi-View Feature Learning.

Accurately identifying DNA-binding proteins (DBPs) from protein sequence information is an important...

Jan 2019 30668479
EPAI-NC: Enhanced prediction of adenosine to inosine RNA editing sites using nucleotide compositions.

RNA editing process like Adenosine to Intosine (A-to-I) often influences basic functions like splici...

Jan 2019 30664849
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