Genetics

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

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Showing 3760-3780 of 11,104 articles
Single-cell RNA-seq data analysis based on directed graph neural network.

Single-cell RNA sequencing (scRNA-seq) data scale surges with high-throughput sequencing technology ...

Feb 2023 36804214
Deep reinforcement learning-based pairwise DNA sequence alignment method compatible with embedded edge devices.

Sequence alignment is an essential component of bioinformatics, for identifying regions of similarit...

Feb 2023 36797269
An Optimized Ensemble Deep Learning Model for Predicting Plant miRNA-IncRNA Based on Artificial Gorilla Troops Algorithm.

MicroRNAs (miRNA) are small, non-coding regulatory molecules whose effective alteration might result...

Feb 2023 36850816
A multimodal deep learning model to infer cell-type-specific functional gene networks.

BACKGROUND: Functional gene networks (FGNs) capture functional relationships among genes that vary a...

Feb 2023 36788477
Accelerated Aging in LMNA Mutations Detected by Artificial Intelligence ECG-Derived Age.

OBJECTIVE: To demonstrate early aging in patients with lamin A/C (LMNA) gene mutations after hypothe...

Feb 2023 36775737
A deep learning approach reveals unexplored landscape of viral expression in cancer.

About 15% of human cancer cases are attributed to viral infections. To date, virus expression in tum...

Feb 2023 36774364
MGREL: A multi-graph representation learning-based ensemble learning method for gene-disease association prediction.

The identification of gene-disease associations plays an important role in the exploration of pathog...

Feb 2023 36805231
Deep learning-based multifeature integration robustly predicts central lymph node metastasis in papillary thyroid cancer.

BACKGROUND: Few highly accurate tests can diagnose central lymph node metastasis (CLNM) of papillary...

Feb 2023 36750791
Identifying congenital generalized lipodystrophy using deep learning-DEEPLIPO.

Congenital Generalized Lipodystrophy (CGL) is a rare autosomal recessive disease characterized by ne...

Feb 2023 36750605
Enabling technology and core theory of synthetic biology.

Synthetic biology provides a new paradigm for life science research ("build to learn") and opens the...

Feb 2023 36753021
Machine Learning Informs RNA-Binding Chemical Space.

Small molecule targeting of RNA has emerged as a new frontier in medicinal chemistry, but compared t...

Feb 2023 36584293
Machine learning classifiers predict key genomic and evolutionary traits across the kingdoms of life.

In this study, we investigate how an organism's codon usage bias can serve as a predictor and classi...

Feb 2023 36747072
An Efficient Feature Selection Algorithm for Gene Families Using NMF and ReliefF.

Gene families, which are parts of a genome's information storage hierarchy, play a significant role ...

Feb 2023 36833348
Expectile Neural Networks for Genetic Data Analysis of Complex Diseases.

The genetic etiologies of common diseases are highly complex and heterogeneous. Classic methods, suc...

Feb 2023 35085091
Ensemble-based genetic algorithm explainer with automized image segmentation: A case study on melanoma detection dataset.

Explainable Artificial Intelligence (XAI) makes AI understandable to the human user particularly whe...

Feb 2023 36764157
A deep learning based two-layer predictor to identify enhancers and their strength.

The enhancer is a DNA sequence that can increase the activity of promoters and thus speed up the fre...

Feb 2023 36740001
Laplacian Regularized Sparse Representation Based Classifier for Identifying DNA N4-Methylcytosine Sites via L-Matrix Norm.

N4-methylcytosine (4mC) is one of important epigenetic modifications in DNA sequences. Detecting 4mC...

Feb 2023 34882559
iDRBP-EL: Identifying DNA- and RNA- Binding Proteins Based on Hierarchical Ensemble Learning.

Identification of DNA-binding proteins (DBPs) and RNA-binding proteins (RBPs) from the primary seque...

Feb 2023 34932484
SENIES: DNA Shape Enhanced Two-Layer Deep Learning Predictor for the Identification of Enhancers and Their Strength.

Identifying enhancers is a critical task in bioinformatics due to their primary role in regulating g...

Feb 2023 35015646
A Method for Predicting DNA Motif Length Based On Deep Learning.

A DNA motif is a sequence pattern shared by the DNA sequence segments that bind to a specific protei...

Feb 2023 35275822
Accurate stratification between VEXAS syndrome and differential diagnoses by deep learning analysis of peripheral blood smears.

OBJECTIVES: VEXAS syndrome is a newly described autoinflammatory disease associated with somatic mu...

Feb 2023 36722042
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