Genetics

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

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Showing 7330-7350 of 11,216 articles
KMT2B-related disorders: expansion of the phenotypic spectrum and long-term efficacy of deep brain stimulation

Heterozygous mutations in KMT2B are associated with an early-onset, progressive, and often complex...

Universal Approximation of Visual Autoregressive Transformers

We investigate the fundamental limits of transformer-based foundation models, extending our analys...

QuantumDNA: A Python Package for Analyzing Quantum Charge Dynamics in DNA and Exploring Its Biological Relevance

The study of DNA charge dynamics is a highly interdisciplinary field that bridges physics, chemist...

Probabilistic and machine-learning methods for predicting local rates of transcription elongation from nascent RNA sequencing data.

Rates of transcription elongation vary within and across eukaryotic gene bodies. Here, we introduce ...

Feb 2025 39964478
Using minor variant genomes and machine learning to study the genome biology of SARS-CoV-2 over time.

In infected individuals, viruses are present as a population consisting of dominant and minor varian...

Feb 2025 39970290
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion

Understanding how genes influence phenotype across species is a fundamental challenge in genetic e...

Diffusion-empowered AutoPrompt MedSAM

MedSAM, a medical foundation model derived from the SAM architecture, has demonstrated notable suc...

Omni-DNA: A Unified Genomic Foundation Model for Cross-Modal and Multi-Task Learning

Large Language Models (LLMs) demonstrate remarkable generalizability across diverse tasks, yet gen...

Diagnosis of Alzheimer's disease using FusionNet with improved secretary bird optimization algorithm for optimal MK-SVM based on imaging genetic data.

Alzheimer's disease is an irreversible central neurodegenerative disease, and early diagnosis of Alz...

Feb 2025 39756421
Position: Stop Acting Like Language Model Agents Are Normal Agents

Language Model Agents (LMAs) are increasingly treated as capable of autonomously navigating intera...

scBIT: Integrating Single-cell Transcriptomic Data into fMRI-based Prediction for Alzheimer's Disease Diagnosis

Functional MRI (fMRI) and single-cell transcriptomics are pivotal in Alzheimer's disease (AD) rese...

Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data

The exploration of cellular heterogeneity within the tumor microenvironment (TME) via single-cell ...

Graph Canonical Correlation Analysis

Canonical correlation analysis (CCA) is a widely used technique for estimating associations betwee...

TFBS-Finder: Deep Learning-based Model with DNABERT and Convolutional Networks to Predict Transcription Factor Binding Sites

Transcription factors are proteins that regulate the expression of genes by binding to specific ge...

Deep Active Learning based Experimental Design to Uncover Synergistic Genetic Interactions for Host Targeted Therapeutics

Recent technological advances have introduced new high-throughput methods for studying host-virus ...

MorphoITH: A Framework for Deconvolving Intra-Tumor Heterogeneity Using Tissue Morphology

The ability of tumors to evolve and adapt by developing subclones in different genetic and epigene...

Predicting Fitness-Related Traits Using Gene Expression and Machine Learning.

Evolution by natural selection occurs at its most basic through the change in frequencies of alleles...

Feb 2025 39983007
scGSDR: Harnessing Gene Semantics for Single-Cell Pharmacological Profiling

The rise of single-cell sequencing technologies has revolutionized the exploration of drug resista...

Deep learning-based classifier for carcinoma of unknown primary using methylation quantitative trait loci.

Cancer of unknown primary (CUP) constitutes between 2% and 5% of human malignancies and is among the...

Feb 2025 39607989
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