CRCFound: A Colorectal Cancer CT Image Foundation Model Based on Self‐Supervised Learning
CRCFound is a self‐supervised learning‐based CT image foundation model for colorectal cancer (CRC). Pretrained on 5137 unlabeled CRC CT images, it learns universal feature representations, enabling efficient adaptation to various clinical tasks. The model demonstrates outstanding performance and generalization across multiple diagnostic and prognosis ...
Jing Yang +13 more
wiley +1 more source
Multivariate generalized linear-statistics of short range dependent data [PDF]
Svenja Fischer +2 more
openalex +1 more source
Insights into Dodecenes Produced from Olefin Oligomerization Based on Two-Dimensional Gas Chromatography-Photoionization-Time of Flight Mass Spectrometry and Multivariate Statistics. [PDF]
Zou Y +4 more
europepmc +1 more source
Nicotine Reprograms Aging‐Related Metabolism and Protects Against Motor Decline in Mice
Long‐term oral nicotine intake protects against age‐related motor decline in mice without eliciting systemic toxicity. Integrated multi‐organ metabolomic profiling and longitudinal gut microbiota analyses reveal that nicotine induces coordinated remodeling of glycolipid and sphingolipid metabolism, enhances NAD⁺ bioavailability, and suppresses ceramide
Shuhui Jia +29 more
wiley +1 more source
Revealing gait as a murine biomarker of injury, disease, and age with multivariate statistics and machine learning. [PDF]
Naved BA +10 more
europepmc +1 more source
Homeostasis of Gut Microbiota Protects against Susceptibility to Fungal Pneumonia
Fungal pneumonia induces inflammation, shown by heightened IL‐6, IL‐1β, TNF‐α levels and a growth in Staphylococcus in the alveolar flora. The gut microbiota, acting through the gut‐lung axis via blood, impacts fungal pneumonia susceptibility by altering lung metabolism and inflammatory responses.
Jian Ji +12 more
wiley +1 more source
Lake Water Monitoring Data Assessment by Multivariate Statistics
Vasil Simeonov +3 more
openalex +2 more sources
Integrated evaluation of groundwater hydrochemistry using multivariate statistics and irrigation-based water quality indices. [PDF]
Islam R +9 more
europepmc +1 more source
Neuromyelitis optica spectrum disorder (NMOSD) has distinct acute‐remitting courses but lacks biomarkers for predicting relapse. Recent studies found cuproptosis‐related genes affect its course, and a model built accordingly can predict relapse to aid intervention.
Peidong Liu +17 more
wiley +1 more source
Homogeneity and change-point detection tests for multivariate data using rank statistics
Alexandre Lung-Yut-Fong +2 more
openalex +2 more sources

