Genetics

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

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Showing 8380-8400 of 11,255 articles
scDTL: enhancing single-cell RNA-seq imputation through deep transfer learning with bulk cell information.

The increasing single-cell RNA sequencing (scRNA-seq) data enable researchers to explore cellular he...

Sep 2024 39504481
Predicting bacterial transcription factor binding sites through machine learning and structural characterization based on DNA duplex stability.

Transcriptional factors (TFs) in bacteria play a crucial role in gene regulation by binding to speci...

Sep 2024 39541188
Precision DNA methylation typing via hierarchical clustering of Nanopore current signals and attention-based neural network.

Decoding DNA methylation sites through nanopore sequencing has emerged as a cutting-edge technology ...

Sep 2024 39541192
AIGen: an artificial intelligence software for complex genetic data analysis.

The recent development of artificial intelligence (AI) technology, especially the advance of deep ne...

Sep 2024 39550221
Robust self-supervised learning strategy to tackle the inherent sparsity in single-cell RNA-seq data.

Single-cell RNA sequencing (scRNA-seq) is a powerful tool for elucidating cellular heterogeneity and...

Sep 2024 39550222
Nmix: a hybrid deep learning model for precise prediction of 2'-O-methylation sites based on multi-feature fusion and ensemble learning.

RNA 2'-O-methylation (Nm) is a crucial post-transcriptional modification with significant biological...

Sep 2024 39550226
RiceSNP-BST: a deep learning framework for predicting biotic stress-associated SNPs in rice.

Rice consistently faces significant threats from biotic stresses, such as fungi, bacteria, pests, an...

Sep 2024 39562160
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis

Spatial multi-modal omics technology, highlighted by Nature Methods as an advanced biological tech...

ROCAS: Root Cause Analysis of Autonomous Driving Accidents via Cyber-Physical Co-mutation

As Autonomous driving systems (ADS) have transformed our daily life, safety of ADS is of growing s...

Multi-variable control to mitigate loads in CRISPRa networks: Extended Version

The discovery of CRISPR-mediated gene activation (CRISPRa) has transformed the way in which we per...

Optimizing Sample Size for Supervised Machine Learning with Bulk Transcriptomic Sequencing: A Learning Curve Approach

Accurate sample classification using transcriptomics data is crucial for advancing personalized me...

Understanding how chromatin folding and enzyme competition affect rugged epigenetic landscapes

Epigenetics plays a key role in cellular differentiation and maintaining cell identity, enabling c...

DeepFM-Crispr: Prediction of CRISPR On-Target Effects via Deep Learning

Since the advent of CRISPR-Cas9, a groundbreaking gene-editing technology that enables precise gen...

Unlocking Potential Binders: Multimodal Pretraining DEL-Fusion for Denoising DNA-Encoded Libraries

In the realm of drug discovery, DNA-encoded library (DEL) screening technology has emerged as an e...

Deep learning meets histones at the replication fork.

Epigenetic inheritance of heterochromatin requires transfer of parental H3-H4 tetramers to both daug...

Sep 2024 39241742
Explainable AI for computational pathology identifies model limitations and tissue biomarkers

Introduction: Deep learning models hold great promise for digital pathology, but their opaque deci...

Gene-Specific Machine Learning Models to Classify Driver Mutations in Clonal Hematopoiesis.

There is no general consensus on the set of mutations capable of driving the age-related clonal expa...

Sep 2024 39228297
Rapid GPU-Based Pangenome Graph Layout

Computational Pangenomics is an emerging field that studies genetic variation using a graph struct...

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