Genetics

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

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PAH-former: Transfer learning for efficient discovery of pulmonary arterial hypertension-associated genes.

BACKGROUND AND AIMS: Pulmonary arterial hypertension (PAH) is a severe disease with limited effectiv...

Mar 2026 41790620
MoGraphDRP: Multi-omics and graph fusion with bilinear attention for predicting drug sensitivity.

Accurate prediction of drug response in cancer cells is a fundamental step toward achieving precisio...

Mar 2026 41790794
Neuroimaging insights into the neurophysiological subtypes of major depressive disorder.

Major depressive disorder (MDD) is a highly heterogeneous condition that limits the reliability of s...

Mar 2026 41794061
Clinical application progress and prospects of non-invasive preimplantation genetic testing (niPGT): A review.

Preimplantation genetic testing (PGT) is a critical tool in reproductive medicine for selecting gene...

Mar 2026 41794367
Automated interpretable artificial intelligence genomic prediction with AIGP.

Predicting phenotypes from genomic mutations remains a major genetic challenge. Traditional statisti...

Mar 2026 41786603
DiNovo enables high-coverage and high-confidence de novo peptide sequencing via mirror proteases and deep learning.

Despite the recent advancements driven by deep learning, de novo peptide sequencing is still constra...

Mar 2026 41786727
Pseudohypoxia and Family History Are Key Predictors of Severe Outcomes in Hereditary Pheochromocytoma and Paraganglioma Syndromes.

OBJECTIVE: Pheochromocytoma and paraganglioma (PPGL) have high genetic predisposition rates. In this...

(1)
Mar 2026 41783997
A simulation-based deep learning framework for spatially explicit malaria modeling of CRISPR suppression gene drive mosquitoes.

Engineered CRISPR gene drives are a promising new strategy for fighting malaria and other vector-bor...

Mar 2026 41890961
Critical evaluation of the theory and practice of feed-forward neural networks for genomic prediction.

Genomic prediction (GP) has catalyzed increased rates of genetic gain in animal and plant breeding. ...

Mar 2026 41442545
Maternal Gut Microbiome as a Predictor of Insulin Therapy Requirement in Gestational Diabetes.

BACKGROUND: Gestational diabetes mellitus (GDM) often requires pharmacological intervention beyond l...

Mar 2026 41777157
Single-Feature Identification of α2-8 Linked Sialoglycans Using Engineered Aerolysin Nanopores: A Paradigm for Glycan Linkage Analysis.

Nanopore single-molecule sensing has emerged as a transformative platform in glycoscience and nanote...

Mar 2026 41779426
Deep learning linking mechanistic models to single-cell transcriptomics data reveals transcriptional bursting in response to DNA damage.

Cells must adopt flexible regulatory strategies to make decisions regarding their fate, including di...

Mar 2026 41779826
Cell-free DNA fragmentomes for noninvasive detection of liver cirrhosis and other diseases.

Accessible liquid biopsies, including analyses of genome-wide cell-free DNA (cfDNA) fragmentation, a...

Mar 2026 41779869
Cell-free chromatin state tracing reveals disease origin and therapy responses.

Cell-free DNA in blood originates from fragmented chromatin released by dying cells from both health...

Mar 2026 41781618
Integrating ensemble machine-learning and fibril docking to discover potent, novel triazole-naphthalene tau-aggregation inhibitors.

Tau-protein aggregation is a central pathological feature of Alzheimer's disease, so blocking fibril...

Mar 2026 41781782
Prosta-omics: machine learning-driven TPSA prediction and molecular modeling of ASPM-inhibitors for prostate cancer treatment.

Prostate cancer exhibits complex transcriptional heterogeneity that underlies disease progression an...

Mar 2026 41781783
RNA therapeutics 2.0: Expanding the landscape from mRNA vaccines to splicing modulators and beyond.

RNA therapeutics have progressed into a disruptive drug class quickly, replacing a variety of primar...

Mar 2026 41791686
scDCL: A multi-view single-cell RNA sequencing clustering method based on dual contrastive learning.

Single-cell RNA sequencing (scRNA-seq) has become a pivotal tool for resolving cellular heterogeneit...

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Mar 2026 41791270
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