Genetics

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

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Prediction of marbling score and carcass traits in Korean Hanwoo beef cattle using machine learning methods and synthetic minority oversampling technique.

Pricing of Hanwoo beef in the Korean market is primarily based on meat quality, and particularly on ...

Nov 2019 31812939
Characterization of the complete chloroplast genome of (Caprifoliaceae), a long history herb species plant from China.

is a common ornamental and medicinal plant in North America and East Asia. In this study, the compl...

Nov 2019 33366259
Predicting rehospitalization within 2 years of initial patient admission for a major depressive episode: a multimodal machine learning approach.

Machine learning methods show promise to translate univariate biomarker findings into clinically use...

Nov 2019 31712550
Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery.

Artificial intelligence (AI) proves to have enormous potential in many areas of healthcare including...

Nov 2019 31886259
Identifying Cancer-Specific circRNA-RBP Binding Sites Based on Deep Learning.

Circular RNAs (circRNAs) are extensively expressed in cells and tissues, and play crucial roles in h...

Nov 2019 31703384
ARPNet: Antidepressant Response Prediction Network for Major Depressive Disorder.

Treating patients with major depressive disorder is challenging because it takes several months for ...

Nov 2019 31703457
Classification of DNA damages on segmented comet assay images using convolutional neural network.

BACKGROUND AND OBJECTIVE: Identification and quantification of DNA damage is a very significant subj...

Nov 2019 31733518
Analysis of nonstandardized stress echocardiography sequences using multiview dimensionality reduction.

Alternative stress echocardiography protocols such as handgrip exercise are potentially more favorab...

Nov 2019 31785508
Athena: Automated Tuning of k-mer based Genomic Error Correction Algorithms using Language Models.

The performance of most error-correction (EC) algorithms that operate on genomics reads is dependent...

Nov 2019 31695060
Splice sites detection using chaos game representation and neural network.

A novel method is proposed to detect the acceptor and donor splice sites using chaos game representa...

Nov 2019 31704313
A Deep Learning Approach for Detecting Copy Number Variation in Next-Generation Sequencing Data.

Copy number variants (CNV) are associated with phenotypic variation in several species. However, pro...

Nov 2019 31455677
Constructive Prediction of Potential RNA Aptamers for a Protein Target.

Aptamers are short single-stranded nucleic acids that bind to target molecules with high affinity an...

Nov 2019 31689200
Jointly Integrating VCF-Based Variants and OWL-Based Biomedical Ontologies in MongoDB.

The development of the next-generation sequencing (NGS) technologies has led to massive amounts of V...

Nov 2019 31689201
Analysis of Ganciclovir-Resistant Cytomegalovirus Infection Caused by the UL97 Gene Mutation in Codons 460 and 520 in Pediatric Patients: A Case Series.

BACKGROUND: Drug-resistant cytomegalovirus (CMV) infection has been increasingly recognized. However...

Nov 2019 32528998
SDBP-Pred: Prediction of single-stranded and double-stranded DNA-binding proteins by extending consensus sequence and K-segmentation strategies into PSSM.

Identification of DNA-binding proteins (DNA-BPs) is a hot issue in protein science due to its key ro...

Nov 2019 31693872
Integrative Deep Learning for Identifying Differentially Expressed (DE) Biomarkers.

As a large amount of genetic data are accumulated, an effective analytical method and a significant ...

Nov 2019 31915462
Dysmorphology in a Genomic Era.

Dysmorphology is the practice of defining the morphologic phenotype of syndromic disorders. Genomic ...

Oct 2019 32000922
A deep learning framework to predict binding preference of RNA constituents on protein surface.

Protein-RNA interaction plays important roles in post-transcriptional regulation. However, the task ...

Oct 2019 31666519
Robot-assisted Nipple-sparing Mastectomy with Immediate Breast Reconstruction: An Initial Experience.

Seeking smaller and indistinct incisions, physicians have attempted endoscopic breast surgery in bre...

Oct 2019 31666551
Association of polymorphisms in , , and with post-induction infliximab trough level in Crohn's disease patients.

BACKGROUND: Trough levels of the post-induction serum infliximab (IFX) are associated with short-ter...

Oct 2019 33163192
Prediction of sgRNA on-target activity in bacteria by deep learning.

BACKGROUND: One of the main challenges for the CRISPR-Cas9 system is selecting optimal single-guide ...

Oct 2019 31651233
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