multi-omics

Documents about multi-omics

• Shiny AMMOA: an interactive platform for integrative multi-omics analysis of murine aging#290741bioRxiv / medRxiv
• Intra- and inter-multi-omics interaction analysis using deep learning.#362135NCBI PubMed Central
• Longitudinal multi-omics characterization of the malignant evolution in multirelapsing glioblastoma#383461bioRxiv / medRxiv
• Multi-Omics for Maternal Health After Preeclampsia#387227ClinicalTrials.gov
• Tensor-based machine learning for multi-omics integrative clustering and feature discovery#440241bioRxiv / medRxiv
• Interpretable multi-omics integration across mixed-order tensors with MANTRA.#645361NCBI PubMed Central
• Genomic Feature Transformation for Multi-Omics Integration in Clinical Prediction Models#651090bioRxiv / medRxiv
• Decoding the cancer microbiome: multi-omics, AI, and translational opportunities.#988383NCBI PubMed Central
• Combined multi-omics and multi-spectral profiling of plasma extracellular vesicles reveals liquid biopsy biomarkers for glioma diagnosis.#222943NCBI PubMed Central
• Decoding preeclampsia: A fusion of multi-view machine learning and multi-omics to identify putative inflammation-related mechanisms.#362131NCBI PubMed Central
• DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology#985200arXiv (All)
• Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives#976451OpenAlex
• Translating multi-omics into healthcare: requisites for scalable and equitable implementation.#25707NCBI PubMed Central
• Dongzong Cardiovascular Bio-imaging Registry Study#28454ClinicalTrials.gov
• panomiX: Investigating mechanisms of trait emergence through multi-omics data integration.#138412NCBI PubMed Central
• Integrative multi-omics analysis identifies key ubiquitination regulators in prostate cancer.#157928NCBI PubMed Central
• Multi-Omics Reveals Dysregulated Neurotransmitter Systems in Aging and CNS Disorders.#185894NCBI PubMed Central
• Multi-omics profiling-derived signature links cellular ecosystem to glioblastoma prognosis.#224833NCBI PubMed Central
• 2nd SpatialData Hackathon: Frameworks, Formats and Interoperability#267179OSF
• Probing the limits of genetic recoding using multi-omics-guided evolution.#308790NCBI PubMed Central
• Generative AI for CSF multi-omics: Learning strategies for small-cohort classification#314964HAL (France)
• Multi-Omics Landscape of Paraspinal Muscles in Spinal Muscular Atrophy With Scoliosis.#351578NCBI PubMed Central
• Multi-omics reveals flavor characteristics landscape of muscles in Chinese broilers.#382515NCBI PubMed Central
• Large-Scale Multi-Omics Enhance Risk Prediction for Type 2 Diabetes#422511Europe PMC
• Multi-omics integration identifies metabolic and inflammatory pathways underlying familial longevity#424669Europe PMC
• Interpretable spatial multi-omics data integration and dimensionality reduction with SpaMV.#449875NCBI PubMed Central
• metaKEGG: A comprehensive algorithm package to visualize multi-omics pathway enrichment.#662945NCBI PubMed Central
• Multi-omics Study and Drug Intervention Study of Spondyloarthritis#918069ClinicalTrials.gov
• Multi-Omics to Predict the Blood Pressure Response to Antihypertensives#967106ClinicalTrials.gov
• Westlake Aging Cohort (WeAC)#969281ClinicalTrials.gov
• Concerted changes in Epithelium and Stroma: a multi-scale, multi-omics analysis of progression from Barrett's Esophagus to adenocarcinoma.#388808NCBI PubMed Central
• Multi-mode Ablation and Molecular Imaging Multi-omics Study for Digestive-Origin Malignant Liver Tumors#870692ClinicalTrials.gov
• The Omics‐Driven Machine Learning Path to Cost‐Effective Precision Medicine in Chronic Kidney Disease#11603HAL (France)
• Using machine learning approaches for multi-omics data analysis: A review#199723OpenAlex
• Supplementary file 1_Repurposed metformin–apigenin combination therapy for metabolic dysfunction-associated steatohepatitis: from integrative multi-omics discovery to in vivo validation.xlsx#642746Figshare
• Supplementary file 2_Repurposed metformin–apigenin combination therapy for metabolic dysfunction-associated steatohepatitis: from integrative multi-omics discovery to in vivo validation.docx#642747Figshare
• MONDRIAN: Multi-omics Integrative Modelling for Stereotactic Body Radiotherapy in Early-stage Non-small Cell Lung Cancer#812608ClinicalTrials.gov
• AI-driven integration and optimization of medicinal plant multi-omics metabolic networks.#13769NCBI PubMed Central
• Multi-omics studies reveal how ambient temperature changes govern cellular responses of Chlamydomonas#138672bioRxiv / medRxiv
• Neoadjuvant Treatment Based on Gastric Cancer Molecular Subtyping.#143569ClinicalTrials.gov
• Predicting progression of Alzheimer’s disease using blood-based multi-omics data.#170764NCBI PubMed Central
• Graph-based machine learning and its application on multi-omics data analysis#186639UBIRA ETheses
• MIAAIM: Multi-omics image integration with dimensional reduction for tissue state mapping.#251070NCBI PubMed Central
• Regulatory architecture underlying immune dysregulation reconstructed by single-cell multi-omics in lupus nephritis#261198bioRxiv / medRxiv
• There and back again: a multi-omics tale of thyroid co-expression network rewiring#310919bioRxiv / medRxiv
• BioNeuralNet: a graph neural network based Multi-Omics network data analysis tool.#312555NCBI PubMed Central
• Multi-omics characterization of radiation-induced cerebellar remodeling and tumorigenic transcriptional programs.#340495NCBI PubMed Central
• Artificial intelligence for triple-negative breast cancer from imaging to multi-omics.#371435NCBI PubMed Central
• Multi-Omics Analysis Reveals Differentially Expressed Proteins and Metabolites in Malignant Pleural Effusion.#380819NCBI PubMed Central
• Predicting disease-overarching therapeutic approaches for congenital disorders of glycosylation using multi-OMICS.#382509NCBI PubMed Central