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Subcategories: Genetics

Showing 3802-3822 of 10,472 articles

Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data.

Highly efficient and accurate selection of elite genotypes can lead to dramatic shortening of the br...

Dec 2020 PMID: 33385619

A novel gene expression test method of minimizing breast cancer risk in reduced cost and time by improving SVM-RFE gene selection method combined with LASSO.

Breast cancer is the leading diseases of death in women. It induces by a genetic mutation in breast ...

Dec 2020 PMID: 34171941

Network-based drug sensitivity prediction.

BACKGROUND: Drug sensitivity prediction and drug responsive biomarker selection on high-throughput g...

Dec 2020 PMID: 33371891

Construction and analysis of a joint diagnosis model of random forest and artificial neural network for heart failure.

Heart failure is a global health problem that affects approximately 26 million people worldwide. As ...

Dec 2020 PMID: 33401250

Systems Approach to Pathogenic Mechanism of Type 2 Diabetes and Drug Discovery Design Based on Deep Learning and Drug Design Specifications.

In this study, we proposed a systems biology approach to investigate the pathogenic mechanism for id...

Dec 2020 PMID: 33375269

Anomaly Identification during Polymerase Chain Reaction for Detecting SARS-CoV-2 Using Artificial Intelligence Trained from Simulated Data.

Real-time reverse transcription (RT) PCR is the gold standard for detecting Severe Acute Respiratory...

Dec 2020 PMID: 33374492

Artificial intelligence predicts the immunogenic landscape of SARS-CoV-2 leading to universal blueprints for vaccine designs.

The global population is at present suffering from a pandemic of Coronavirus disease 2019 (COVID-19)...

Dec 2020 PMID: 33361777

Clinical Assessment and Validation of a Rapid and Sensitive SARS-CoV-2 Test Using Reverse Transcription Loop-Mediated Isothermal Amplification Without the Need for RNA Extraction.

BACKGROUND: Amid the enduring pandemic, there is an urgent need for expanded access to rapid, sensit...

Dec 2020 PMID: 34853795

pcPromoter-CNN: A CNN-Based Prediction and Classification of Promoters.

A promoter is a small region within the DNA structure that has an important role in initiating trans...

Dec 2020 PMID: 33371507

Analysis of heterogeneous genomic samples using image normalization and machine learning.

BACKGROUND: Analysis of heterogeneous populations such as viral quasispecies is one of the most chal...

Dec 2020 PMID: 33349236

Modeling the human aging transcriptome across tissues, health status, and sex.

Aging in humans is an incredibly complex biological process that leads to increased susceptibility t...

Dec 2020 PMID: 33336875

Necrotic enteritis challenge regulates peroxisome proliferator-1 activated receptors signaling and β-oxidation pathways in broiler chickens.

Necrotic enteritis (NE) is an important enteric disease in poultry and has become a major concern in...

Dec 2020 PMID: 33997353

Deep neural networks for inferring binding sites of RNA-binding proteins by using distributed representations of RNA primary sequence and secondary structure.

BACKGROUND: RNA binding proteins (RBPs) play a vital role in post-transcriptional processes in all e...

Dec 2020 PMID: 33334313

Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity.

Determination of pile bearing capacity is essential in pile foundation design. This study focused on...

Dec 2020 PMID: 33332377

Predicting the DNA Conductance Using a Deep Feedforward Neural Network Model.

Double-stranded DNA (dsDNA) has been established as an efficient medium for charge migration, bringi...

Dec 2020 PMID: 33320660

Review of the genus Shilovia Makarchenko (Diptera: Chironomidae: Diamesinae: Boreoheptagyiini) from the mountains of Central Asia, with morphological description and DNA barcoding of known species.

Chironomids of the genus Shilovia Makarchenko (Diamesinae, Boreoheptagyiini) from the mountains of C...

Dec 2020 PMID: 33756901

Machine Learning Identifies Clinical and Genetic Factors Associated With Anthracycline Cardiotoxicity in Pediatric Cancer Survivors.

BACKGROUND: Despite known clinical risk factors, predicting anthracycline cardiotoxicity remains cha...

Dec 2020 PMID: 34396283

Browse Categories

Machine learning approaches for crop improvement: Leveraging phenotypic and genotypic big data.

A novel gene expression test method of minimizing breast cancer risk in reduced cost and time by improving SVM-RFE gene selection method combined with LASSO.

Network-based drug sensitivity prediction.

Construction and analysis of a joint diagnosis model of random forest and artificial neural network for heart failure.

Systems Approach to Pathogenic Mechanism of Type 2 Diabetes and Drug Discovery Design Based on Deep Learning and Drug Design Specifications.

Anomaly Identification during Polymerase Chain Reaction for Detecting SARS-CoV-2 Using Artificial Intelligence Trained from Simulated Data.

Artificial intelligence predicts the immunogenic landscape of SARS-CoV-2 leading to universal blueprints for vaccine designs.

Clinical Assessment and Validation of a Rapid and Sensitive SARS-CoV-2 Test Using Reverse Transcription Loop-Mediated Isothermal Amplification Without the Need for RNA Extraction.

pcPromoter-CNN: A CNN-Based Prediction and Classification of Promoters.

Analysis of heterogeneous genomic samples using image normalization and machine learning.

Modeling the human aging transcriptome across tissues, health status, and sex.

Necrotic enteritis challenge regulates peroxisome proliferator-1 activated receptors signaling and β-oxidation pathways in broiler chickens.

Deep neural networks for inferring binding sites of RNA-binding proteins by using distributed representations of RNA primary sequence and secondary structure.

Design deep neural network architecture using a genetic algorithm for estimation of pile bearing capacity.

Predicting the DNA Conductance Using a Deep Feedforward Neural Network Model.

Review of the genus Shilovia Makarchenko (Diptera: Chironomidae: Diamesinae: Boreoheptagyiini) from the mountains of Central Asia, with morphological description and DNA barcoding of known species.

Machine Learning Identifies Clinical and Genetic Factors Associated With Anthracycline Cardiotoxicity in Pediatric Cancer Survivors.

Optimised genetic algorithm-extreme learning machine approach for automatic COVID-19 detection.

Machine-Learning Single-Stranded DNA Nanoparticles for Bacterial Analysis.

Predicting potential residues associated with lung cancer using deep neural network.

A meta-learning approach for genomic survival analysis.

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