Multiscale networks in multiple sclerosis
KE Kennedy, N Kerlero de Rosbo… - PLOS Computational …, 2024 - journals.plos.org
Complex diseases such as Multiple Sclerosis (MS) cover a wide range of biological scales,
from genes and proteins to cells and tissues, up to the full organism. In fact, any phenotype …
from genes and proteins to cells and tissues, up to the full organism. In fact, any phenotype …
[HTML][HTML] Multilayered insights: a machine learning approach for personalized prognostic assessment in hepatocellular carcinoma
ZH Zhang, Y Du, S Wei, W Pei - Frontiers in Oncology, 2024 - frontiersin.org
Background Hepatocellular carcinoma (HCC) is a complex malignancy, and precise
prognosis assessment is vital for personalized treatment decisions. Objective This study …
prognosis assessment is vital for personalized treatment decisions. Objective This study …
Multiscale networks in multiple sclerosis
KE Kennedy, NK de Rosbo, A Uccelli, M Cellerino… - bioRxiv, 2023 - biorxiv.org
Complex diseases such as Multiple Sclerosis (MS) cover a wide range of biological scales,
from genes and proteins to cells and tissues, up to the full organism. We conducted a …
from genes and proteins to cells and tissues, up to the full organism. We conducted a …
Multiscale networks in Alzheimer's disease identify brain hypo metabolism as central across biological scales
Alzheimer disease (AD) encompasses multiple biological scales, spanning molecular
factors, cells, tissues, and behavioral manifestations. The interplay among these scales in …
factors, cells, tissues, and behavioral manifestations. The interplay among these scales in …
Multi-agent feature selection for integrative multi-omics analysis
Multiomics data integration is key for cancer prediction as it captures different aspects of
molecular mechanisms. Nevertheless, the high-dimensionality of multi-omics data with a …
molecular mechanisms. Nevertheless, the high-dimensionality of multi-omics data with a …