Genetics

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

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BAT-Net: An enhanced RNA Secondary Structure prediction via bidirectional GRU-based network with attention mechanism.

BACKGROUND: RNA Secondary Structure (RSS) has drawn growing concern, both for their pivotal roles in...

Sep 2022 36113329
Quartet Based Gene Tree Imputation Using Deep Learning Improves Phylogenomic Analyses Despite Missing Data.

Species tree estimation is frequently based on phylogenomic approaches that use multiple genes from ...

Sep 2022 36048555
One shot ancient character recognition with siamese similarity network.

Ancient character recognition is not only important for the study and understanding of ancient histo...

Sep 2022 36050362
A Gradient-Guided Evolutionary Approach to Training Deep Neural Networks.

It has been widely recognized that the efficient training of neural networks (NNs) is crucial to cla...

Aug 2022 33661739
Analysis of the Effects of Arts and Crafts in Public Mental Health Education Based on Artificial Intelligence Technology.

Arts and crafts, with their very different styles due to many factors such as times, regions, techno...

Aug 2022 36089950
-Complex-Based Machine Learning (HCML) for the Prediction of Protein-Protein Binding Affinity Changes upon Mutation.

Protein-protein interactions (PPIs) are involved in almost all biological processes in the cell. Und...

Aug 2022 36040839
Improving the prediction of DNA-protein binding by integrating multi-scale dense convolutional network with fault-tolerant coding.

Accurate prediction of DNA-protein binding (DPB) is of great biological significance for studying th...

Aug 2022 36049552
Towards computational solutions for precision medicine based big data healthcare system using deep learning models: A review.

The emergence of large-scale human genome projects, advances in DNA sequencing technologies, and the...

Aug 2022 36088715
Application of Feature Selection and Deep Learning for Cancer Prediction Using DNA Methylation Markers.

DNA methylation is a process that can affect gene accessibility and therefore gene expression. In th...

Aug 2022 36140725
Deep learning-based approach to the characterization and quantification of histopathology in mouse models of colitis.

Inflammatory bowel disease (IBD) is a chronic immune-mediated disease of the gastrointestinal tract....

Aug 2022 36037173
The Use of Thinking Visualization Techniques in College Teaching Based on Improved Genetic Algorithms.

Current educational resources do not maximize energy efficiency, and scientific and proven teaching ...

Aug 2022 36072749
iPromoter-CLA: Identifying promoters and their strength by deep capsule networks with bidirectional long short-term memory.

BACKGROUND AND OBJECTIVE: The promoter is a fragment of DNA and a specific sequence with transcripti...

Aug 2022 36099675
Automated filtering of genome-wide large deletions through an ensemble deep learning framework.

Computational methods based on whole genome linked-reads and short-reads have been successful in gen...

Aug 2022 36038049
Taxonomic classification of DNA sequences beyond sequence similarity using deep neural networks.

Taxonomic classification, that is, the assignment to biological clades with shared ancestry, is a co...

Aug 2022 36018838
De novo prediction of RNA-protein interactions with graph neural networks.

RNA-binding proteins (RBPs) are key co- and post-transcriptional regulators of gene expression, play...

Aug 2022 36008134
Haplotype and population structure inference using neural networks in whole-genome sequencing data.

Accurate inference of population structure is important in many studies of population genetics. Here...

Aug 2022 35794006
Predicting genes associated with RNA methylation pathways using machine learning.

RNA methylation plays an important role in functional regulation of RNAs, and has thus attracted an ...

Aug 2022 36008532
Clinical and Biological Significances of a Ferroptosis-Related Gene Signature in Lung Cancer Based on Deep Learning.

Acyl-CoA synthetase long-chain family member 4 (ACSL4) has been linked to the occurrence of tumors a...

Aug 2022 36060648
Therapy resistance mechanisms in hematological malignancies.

Hematologic malignancies are model diseases for understanding neoplastic transformation and serve as...

Aug 2022 35962946
LTPConstraint: a transfer learning based end-to-end method for RNA secondary structure prediction.

BACKGROUND: RNA secondary structure is very important for deciphering cell's activity and disease oc...

Aug 2022 35999499
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