Genetics

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

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Hyperspectral Anomaly Detection Fused Unified Nonconvex Tensor Ring Factors Regularization

In recent years, tensor decomposition-based approaches for hyperspectral anomaly detection (HAD) h...

Scaling Image and Video Generation via Test-Time Evolutionary Search

As the marginal cost of scaling computation (data and parameters) during model pre-training contin...

Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing

De novo peptide sequencing is a critical task in proteomics. However, the performance of current d...

Universal Biological Sequence Reranking for Improved De Novo Peptide Sequencing

De novo peptide sequencing is a critical task in proteomics. However, the performance of current d...

Clinical prediction of pathological complete response in breast cancer: a machine learning study.

BACKGROUND: This study aimed to develop and validate machine learning models to predict pathological...

May 2025 40410776
Diagnostic accuracy of artificial intelligence-based multi-spectrum analysis for molecular fingerprint detection of SARS-CoV-2.

Reverse transcription-polymerase chain reaction (RT-PCR) is the reference standard for COVID-19 diag...

May 2025 40419915
LaSER: How Learning Can Guide the Evolution of Equations

Evolution and learning are two distinct yet complementary forms of adaptation. While evolutionary ...

JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model

Large language models (LLMs) have revolutionized natural language processing and are increasingly ...

Learning Genomic Structure from $k$-mers

Sequencing a genome to determine an individual's DNA produces an enormous number of short nucleoti...

CorrAdjust unveils biologically relevant transcriptomic correlations by efficiently eliminating hidden confounders.

Correcting for confounding variables is often overlooked when computing RNA-RNA correlations, even t...

May 2025 40448503
SCIG: Machine learning uncovers cell identity genes in single cells by genetic sequence codes.

Deciphering cell identity genes is pivotal to understanding cell differentiation, development, and c...

May 2025 40433981
An Inclusive Foundation Model for Generalizable Cytogenetics in Precision Oncology

Chromosome analysis is vital for diagnosing genetic disorders and guiding cancer therapy decisions...

Multi-omic Causal Discovery using Genotypes and Gene Expression

Causal discovery in multi-omic datasets is crucial for understanding the bigger picture of gene re...

Blind Spot Navigation: Evolutionary Discovery of Sensitive Semantic Concepts for LVLMs

Adversarial attacks aim to generate malicious inputs that mislead deep models, but beyond causing ...

Predictive machine learning and multimodal data to develop highly sensitive, composite biomarkers of disease progression in Friedreich ataxia.

Friedreich ataxia (FRDA) is a rare, inherited progressive movement disorder for which there is curre...

May 2025 40399385
Robustness of Boolean networks to update modes: an application to hereditary angioedema

Many familial diseases are caused by genetic accidents, which affect both the genome and its epige...

Predicting Neo-Adjuvant Chemotherapy Response in Triple-Negative Breast Cancer Using Pre-Treatment Histopathologic Images

Triple-negative breast cancer (TNBC) is an aggressive subtype defined by the lack of estrogen rece...

Uncovering Cultural Representation Disparities in Vision-Language Models

Vision-Language Models (VLMs) have demonstrated impressive capabilities across a range of tasks, y...

OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking

The code of nature, embedded in DNA and RNA genomes since the origin of life, holds immense potent...

Pantheon: Personalized Multi-objective Ensemble Sort via Iterative Pareto Policy Optimization

In this paper, we provide our milestone ensemble sort work and the first-hand practical experience...

AI-Driven Multiscale Study on the Mechanism of Polygonati Rhizoma in Regulating Immune Function in STAD.

Polygonati Rhizoma, a traditional Chinese medicine, has demonstrated immunomodulatory and anticancer...

May 2025 40415801
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