Results 131 to 140 of about 77,382 (200)

BiCLUM: Bilateral contrastive learning for unpaired single-cell multi-omics integration. [PDF]

PLoS Comput Biol
Guo Y, Mallona I, Robinson MD, Li L.
europepmc   +1 more source

Machine learning-driven multi-omics integration uncovers a senescence associated molecular axis in HCC. [PDF]

Front Immunol
Tuergan T, Abulaiti A, Yilihaer Y, Liu B, Shao Y, Jiang T, Aji T.   +6 more
europepmc   +1 more source

Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification

Multi-omics data is increasingly being utilized to advance computational methods for cancer classification. However, multi-omics data integration poses significant challenges due to the high dimensionality, data complexity, and distinct characteristics ...
Vakanski, Aleksandar, Zhang, Boyu, Mohammed, Mohanad, Alharbi, Fadi, Elbashir, Murtada K.   +4 more
core  

Genetic enhancement of root, tuber and cereal crops via pangenomics, multi-omics integration and AI-driven prediction. [PDF]

Front Plant Sci
Diakite S, Norman PE, Kamara L, Pehlivan N, Zargar M.   +4 more
europepmc   +1 more source

Mechanistic Systems Biology of High-Salinity Fermented Seafood: Multi-Omics Integration for Microbial Safety and Quality Prediction. [PDF]

Biology (Basel)
Ang MY, Li C, Pramono H, Low TY, Feisal NAS, Wong GJ, Choo SW.   +6 more
europepmc   +1 more source

Multi-omics integration and Mendelian randomization elucidate the PARP16-UPR axis driving chemoresistancein gastric cancer. [PDF]

Front Oncol
Tao S, Yang H.
europepmc   +1 more source

Causal role of serum metabolites in chronic periodontitis: A bidirectional Mendelian randomization and multi-omics integration study. [PDF]

Medicine (Baltimore)
Li X, Ye H, Liu X, Tang J, Xiao R.
europepmc   +1 more source

BioSamples database: the global hub for sample metadata and multi-omics integration. [PDF]

Nucleic Acids Res
Gupta D, Liyanage I, Perez-Riverol Y, Ventura ES, Teh WK, Van Den Bossche T, Vijayaraja S, Khen A, Sarkans U, Burdett T, Rajan J.   +10 more
europepmc   +1 more source

Transformer-based ensemble framework for tuberculosis treatment response prediction: multi-omics integration with clinical-grade performance. [PDF]

Front Mol Biosci
Ba H, Liu H, Li T, Jin J.
europepmc   +1 more source

Unlocking the power of extracellular vesicles: multi-omics integration for cancer biomarker discovery. [PDF]

Biomark Res
Ansermino C, Pavlovic R, Braccia C, Drago D, Anelli C, Andolfo A.   +5 more
europepmc   +1 more source