Genetics

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

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Transforming beef quality through healthy breeding: a strategy to reduce carcinogenic compounds and enhance human health: a review.

The presence of carcinogenic substances in beef poses a significant risk to public health, with far-...

May 2025 40343484
Hippocampal-prefrontal functional neural networks in a rat model of fragile X syndrome are poorly organized with limited resiliency.

Fragile X Syndrome (FXS) is a common cause of autism spectrum symptoms. The genetic mutation results...

May 2025 40341845
Facilitating crRNA Design by Integrating DNA Interaction Features of CRISPR-Cas12a System.

The CRISPR-Cas12a system has gained significant attention as a rapid nucleic acid diagnostic tool du...

May 2025 40344384
Identifying Molecular Properties of Ataxin-2 Inhibitors for Spinocerebellar Ataxia Type 2 Utilizing High-Throughput Screening and Machine Learning.

Spinocerebellar ataxia type 2 (SCA2) is an autosomal dominant neurodegenerative disorder marked by c...

May 2025 40427711
Machine Learning-Based Ensemble Feature Selection and Nested Cross-Validation for miRNA Biomarker Discovery in Usher Syndrome.

Usher syndrome (USH) is a rare genetic disorder affecting vision, hearing, and balance. Identifying ...

May 2025 40428117
ASiDentify (ASiD): a machine learning model to predict new autism spectrum disorder risk genes.

Autism spectrum disorder (ASD) is a neurodevelopmental disorder that affects nearly 3% of children a...

May 2025 40088463
A quantitative characterization of the heterogeneous response of glioblastoma U-87 MG cell line to temozolomide.

Most cancers are genetically and phenotypically heterogeneous. This includes subpopulations of cells...

May 2025 40341226
Plasmonic Molecular Entrapment for Label-Free Methylated DNA Detection and Machine-Learning Assisted Quantification.

Epigenetic DNA methylations are linked to the activation of oncogenes and inactivation of tumor supp...

May 2025 40344512
The Role of Artificial Intelligence in Identifying Gene Variants and Improving Diagnosis.

Neurofibromatosis type 1 (NF1) is an autosomal dominant disorder caused by mutations in the gene, t...

May 2025 40428382
Depolarization block induction via slow NaV1.1 inactivation in Dravet syndrome

Dravet syndrome is a developmental and epileptic encephalopathy, characterized by the early onset ...

GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype

Predicting genetic perturbations enables the identification of potentially crucial genes prior to ...

Gene finding revisited: improved robustness through structured decoding from learned embeddings

Gene finding is the task of identifying the locations of coding sequences within the vast amount o...

Adversarial Attacks in Multimodal Systems: A Practitioner's Survey

The introduction of multimodal models is a huge step forward in Artificial Intelligence. A single ...

scMUSCL: multi-source transfer learning for clustering scRNA-seq data.

MOTIVATION: Single-cell RNA sequencing (scRNA-seq) analysis relies heavily on effective clustering t...

May 2025 40152244
Uncovering Population PK Covariates from VAE-Generated Latent Spaces

Population pharmacokinetic (PopPK) modelling is a fundamental tool for understanding drug behaviou...

DNAZEN: Enhanced Gene Sequence Representations via Mixed Granularities of Coding Units

Genome modeling conventionally treats gene sequence as a language, reflecting its structured motif...

Scalable Genomic Context Analysis with GCsnap2 on HPC Clusters

GCsnap2 Cluster is a scalable, high performance tool for genomic context analysis, developed to ov...

Quantum-Enhanced Classification of Brain Tumors Using DNA Microarray Gene Expression Profiles

DNA microarray technology enables the simultaneous measurement of expression levels of thousands o...

Bayesian Forensic DNA Mixture Deconvolution Using a Novel String Similarity Measure

Mixture interpretation is a central challenge in forensic science, where evidence often contains c...

Current Diagnosing Strategies for Mycobacterium tuberculosis and its Drug Resistance: A Review.

Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB), remains a major global health threat,...

May 2025 40343775
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