Genetics

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

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Showing 8485-8505 of 11,255 articles
Integrating machine learning and single-cell analysis to uncover lung adenocarcinoma progression and prognostic biomarkers.

The progression of lung adenocarcinoma (LUAD) from atypical adenomatous hyperplasia (AAH) to invasiv...

Jul 2024 38958577
Classification accuracy of machine learning algorithms for Chinese local cattle breeds using genomic markers.

Accurate breed classification is required for the conservation and utilization of farm animal geneti...

Jul 2024 39016086
Deciphering lung adenocarcinoma prognosis and immunotherapy response through an AI-driven stemness-related gene signature.

Lung adenocarcinoma (LUAD) is a leading cause of cancer-related deaths, and improving prognostic acc...

Jul 2024 39046884
Multi-task Learning Graph Neural Networks for Cancer Prognosis Prediction with Genomic Data.

Providing robust prognosis predictions for cancers with limited data samples remains a challenge for...

Jul 2024 40039031
Automated Abnormality Detection in Patient Retinal Function: A Deep Learning-Powered Electroretinogram Analysis System.

The electroretinogram (ERG) is an ophthalmic electrophysiology test designed to objectively measure ...

Jul 2024 40039563
Geno-GCN: A Genome-specific Graph Convolutional Network for Diabetes Prediction.

Drawing inspiration from convolutional neural networks, graph convolutional networks (GCNs) have bee...

Jul 2024 40039720
A Novel 6-DOF Parallel Continuum Robot with Enhanced Reachable Workspace and Range of Twisting.

The Parallel Continuum Robot (PCR) is an emerging class of soft robotics distinguished by features s...

Jul 2024 40039896
Classification of Abnormal Gaits with Machine Learning Algorithms using Sensor-Inherited Insoles.

The digital health industry's interest in gait analysis has driven research into sensor-enabled inso...

Jul 2024 40040017
Detection of pre-mRNA involved in abnormal splicing using Graph Neural Network and Nearest Correlation Method.

BACKGROUND: DNA is the building block of genetic information, and is composed of alternating sequenc...

Jul 2024 40040085
Changes in pressure of strap while walking in a robotic gait training system.

Exoskeletons have been developed and widely used for medical, industrial, military applications. Sin...

Jul 2024 40040159
Identifying new cancer genes based on the integration of annotated gene sets via hypergraph neural networks.

MOTIVATION: Identifying cancer genes remains a significant challenge in cancer genomics research. An...

Jun 2024 38940121
CODEX: COunterfactual Deep learning for the in silico EXploration of cancer cell line perturbations.

MOTIVATION: High-throughput screens (HTS) provide a powerful tool to decipher the causal effects of ...

Jun 2024 38940173
Prompting Whole Slide Image Based Genetic Biomarker Prediction

Prediction of genetic biomarkers, e.g., microsatellite instability and BRAF in colorectal cancer i...

A compact model of Escherichia coli core and biosynthetic metabolism

Metabolic models condense biochemical knowledge about organisms in a structured and standardised w...

Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research

The applications of large language models (LLMs) are promising for biomedical and healthcare resea...

GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data Analysis

Recent advancements in machine learning have significantly improved the identification of disease-...

Study of prognostic splicing factors in cancer using machine learning approaches.

Splicing factors (SFs) are the major RNA-binding proteins (RBPs) and key molecules that regulate the...

Jun 2024 38538560
Comparison of Nested Geometry Treatments within GPU-Based Monte Carlo Neutron Transport Simulations of Fission Reactors

Monte Carlo (MC) neutron transport provides detailed estimates of radiological quantities within f...

RNA-FrameFlow: Flow Matching for de novo 3D RNA Backbone Design

We introduce RNA-FrameFlow, the first generative model for 3D RNA backbone design. We build upon S...

PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model

Pathogen identification is pivotal in diagnosing, treating, and preventing diseases, crucial for c...

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity

As part of an ongoing worldwide effort to comprehend and monitor insect biodiversity, this paper p...

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