Genetics

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

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Showing 6826-6846 of 11,181 articles
Willchain: Decentralized, Privacy-Preserving, Self-Executing, Digital Wills

This work presents a novel decentralized protocol for digital estate planning that integrates adva...

MPX: Mixed Precision Training for JAX

Mixed-precision training has emerged as an indispensable tool for enhancing the efficiency of neur...

LANTERN: A Machine Learning Framework for Lipid Nanoparticle Transfection Efficiency Prediction

The discovery of new ionizable lipids for efficient lipid nanoparticle (LNP)-mediated RNA delivery...

How Much Content Do LLMs Generate That Induces Cognitive Bias in Users?

Large language models (LLMs) are increasingly integrated into applications ranging from review sum...

AI-Based Reconstruction from Inherited Personal Data: Analysis, Feasibility, and Prospects

This article explores the feasibility of creating an "electronic copy" of a deceased researcher by...

Genetic Features for Drug Responses in Cancer -- Investigating an Ensemble-Feature-Selection Approach

Predicting drug responses using genetic and transcriptomic features is crucial for enhancing perso...

FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

We present FreeMorph, the first tuning-free method for image morphing that accommodates inputs wit...

Efficient stochastic simulation of gene regulatory networks using hybrid models of transcriptional bursting

Single-cell data reveal the presence of biological stochasticity between cells of identical genome...

Iterative clustering algorithm G-DESC-E and pan-cancer key gene analysis based on single-cell sequencing data.

Single-cell sequencing technology has profoundly revolutionized the field of cancer genomics, enabli...

Jul 2025 40608007
spaLLM: enhancing spatial domain analysis in multi-omics data through large language model integration.

Spatial multi-omics technologies provide valuable data on gene expression from various omics in the ...

Jul 2025 40608008
Genomic language models (gLMs) decode bacterial genomes for improved gene prediction and translation initiation site identification.

Accurate bacterial gene prediction is essential for understanding microbial functions and advancing ...

Jul 2025 40605274
Illuminating the Noncoding Genome in Cancer Using Artificial Intelligence.

Understanding the vast noncoding cancer genome requires cutting-edge, high-resolution, and accessibl...

Jul 2025 40261968
HRProfiler Detects Homologous Recombination Deficiency in Breast and Ovarian Cancers Using Whole-Genome and Whole-Exome Sequencing Data.

UNLABELLED: Breast and ovarian cancers harboring homologous recombination deficiency (HRD) are sensi...

Jul 2025 40327608
Leveraging Whole-Exome Sequencing and Mutational Signatures to Detect Homologous Recombination Deficiency in Cancer.

Homologous recombination is a high-fidelity DNA repair mechanism essential for maintaining genome st...

Jul 2025 40598941
Modeling Gene Expression Distributional Shifts for Unseen Genetic Perturbations

We train a neural network to predict distributional responses in gene expression following genetic...

DNA-CBIR: DNA Translation Inspired Codon Pattern-Based Deep Image Feature Extraction for Content-Based Image Retrieval.

DNA is emerging as a promising medium for storing huge volumes of data in a confined space that rema...

Jul 2025 40031697
MACHINE LEARNING AND BIOINFORMATICS TO IDENTIFY COAGULATION BIOMARKERS IN SEPSIS-RELATED KIDNEY INJURY.

Background: Sepsis-associated acute kidney injury (SA-AKI) is a life-threatening complication with m...

Jul 2025 40208026
A Novel Linear Machine Learning Method Based on DNA Hybridization Reaction Circuit.

DNA hybridization reaction is a significant technology in the field of semi-synthetic biology and ho...

Jul 2025 40232911
Differentiable graph clustering with structural grouping for single-cell RNA-seq data.

MOTIVATION: Clustering cells into subpopulations is one of the most crucial tasks in single-cell RNA...

Jul 2025 40511990
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